From 754ffededcf496489780a3ac928fafbc8c336e5c Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Fri, 7 Feb 2025 12:24:25 -0800 Subject: [PATCH 01/70] feat(core): Add a way to manually specify serializable fields (#7667) --- langchain-core/src/callbacks/base.ts | 4 ++++ langchain-core/src/load/serializable.ts | 18 +++++++++++++++++- 2 files changed, 21 insertions(+), 1 deletion(-) diff --git a/langchain-core/src/callbacks/base.ts b/langchain-core/src/callbacks/base.ts index 2dad82102fb9..9b5b051461ff 100644 --- a/langchain-core/src/callbacks/base.ts +++ b/langchain-core/src/callbacks/base.ts @@ -328,6 +328,10 @@ export abstract class BaseCallbackHandler return undefined; } + get lc_serializable_keys(): string[] | undefined { + return undefined; + } + /** * The name of the serializable. Override to provide an alias or * to preserve the serialized module name in minified environments. diff --git a/langchain-core/src/load/serializable.ts b/langchain-core/src/load/serializable.ts index d4f7cc7e947a..66eb46f1892b 100644 --- a/langchain-core/src/load/serializable.ts +++ b/langchain-core/src/load/serializable.ts @@ -140,8 +140,24 @@ export abstract class Serializable implements SerializableInterface { return undefined; } + /** + * A manual list of keys that should be serialized. + * If not overridden, all fields passed into the constructor will be serialized. + */ + get lc_serializable_keys(): string[] | undefined { + return undefined; + } + constructor(kwargs?: SerializedFields, ..._args: never[]) { - this.lc_kwargs = kwargs || {}; + if (this.lc_serializable_keys !== undefined) { + this.lc_kwargs = Object.fromEntries( + Object.entries(kwargs || {}).filter(([key]) => + this.lc_serializable_keys?.includes(key) + ) + ); + } else { + this.lc_kwargs = kwargs ?? {}; + } } toJSON(): Serialized { From 1c1e6cd0e681912e568913335f0e4019be192dd9 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Fri, 7 Feb 2025 12:28:33 -0800 Subject: [PATCH 02/70] release(core): 0.3.39 (#7668) --- langchain-core/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain-core/package.json b/langchain-core/package.json index 83532133b2ac..0f72c69e9753 100644 --- a/langchain-core/package.json +++ b/langchain-core/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/core", - "version": "0.3.38", + "version": "0.3.39", "description": "Core LangChain.js abstractions and schemas", "type": "module", "engines": { From c77a8a5ed5c2e5f8e5de048d8fb84278c28bfae9 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Fri, 7 Feb 2025 15:56:58 -0800 Subject: [PATCH 03/70] fix(openai): Prevent extra constructor params from being serialized, add script (#7669) --- libs/langchain-openai/package.json | 2 +- .../langchain-openai/src/azure/chat_models.ts | 15 ++++ libs/langchain-openai/src/chat_models.ts | 39 +++++++++ .../src/tests/azure/chat_models.test.ts | 14 ++++ .../src/tests/chat_models.test.ts | 12 +++ .../bin/extract_serializable_fields.js | 2 + libs/langchain-scripts/package.json | 1 + .../src/extract_serializable_fields.ts | 81 +++++++++++++++++++ yarn.lock | 3 +- 9 files changed, 167 insertions(+), 2 deletions(-) create mode 100755 libs/langchain-scripts/bin/extract_serializable_fields.js create mode 100644 libs/langchain-scripts/src/extract_serializable_fields.ts diff --git a/libs/langchain-openai/package.json b/libs/langchain-openai/package.json index ca74ef2934a3..781026c9a482 100644 --- a/libs/langchain-openai/package.json +++ b/libs/langchain-openai/package.json @@ -41,7 +41,7 @@ "zod-to-json-schema": "^3.22.3" }, "peerDependencies": { - "@langchain/core": ">=0.3.29 <0.4.0" + "@langchain/core": ">=0.3.39 <0.4.0" }, "devDependencies": { "@azure/identity": "^4.2.1", diff --git a/libs/langchain-openai/src/azure/chat_models.ts b/libs/langchain-openai/src/azure/chat_models.ts index 1bde3578fb5a..8ce4ea5bd23e 100644 --- a/libs/langchain-openai/src/azure/chat_models.ts +++ b/libs/langchain-openai/src/azure/chat_models.ts @@ -473,6 +473,21 @@ export class AzureChatOpenAI extends ChatOpenAI { }; } + get lc_serializable_keys(): string[] { + return [ + ...super.lc_serializable_keys, + "azureOpenAIApiKey", + "azureOpenAIApiVersion", + "azureOpenAIBasePath", + "azureOpenAIEndpoint", + "azureOpenAIApiInstanceName", + "azureOpenAIApiDeploymentName", + "deploymentName", + "openAIApiKey", + "openAIApiVersion", + ]; + } + constructor( fields?: Partial & Partial & { diff --git a/libs/langchain-openai/src/chat_models.ts b/libs/langchain-openai/src/chat_models.ts index 2ff57f5c95bd..2cb3d9ba2034 100644 --- a/libs/langchain-openai/src/chat_models.ts +++ b/libs/langchain-openai/src/chat_models.ts @@ -905,6 +905,45 @@ export class ChatOpenAI< }; } + get lc_serializable_keys(): string[] { + return [ + "configuration", + "logprobs", + "topLogprobs", + "prefixMessages", + "supportsStrictToolCalling", + "modalities", + "audio", + "reasoningEffort", + "temperature", + "maxTokens", + "topP", + "frequencyPenalty", + "presencePenalty", + "n", + "logitBias", + "user", + "streaming", + "streamUsage", + "modelName", + "model", + "modelKwargs", + "stop", + "stopSequences", + "timeout", + "openAIApiKey", + "apiKey", + "cache", + "maxConcurrency", + "maxRetries", + "verbose", + "callbacks", + "tags", + "metadata", + "disableStreaming", + ]; + } + temperature?: number; topP?: number; diff --git a/libs/langchain-openai/src/tests/azure/chat_models.test.ts b/libs/langchain-openai/src/tests/azure/chat_models.test.ts index 036b02358b2a..431196ac19b9 100644 --- a/libs/langchain-openai/src/tests/azure/chat_models.test.ts +++ b/libs/langchain-openai/src/tests/azure/chat_models.test.ts @@ -23,6 +23,20 @@ test("Test Azure OpenAI serialization from azure endpoint", async () => { ); }); +test("Test Azure OpenAI serialization does not pass along extra params", async () => { + const chat = new AzureChatOpenAI({ + azureOpenAIEndpoint: "https://foobar.openai.azure.com/", + azureOpenAIApiDeploymentName: "gpt-4o", + azureOpenAIApiVersion: "2024-08-01-preview", + azureOpenAIApiKey: "foo", + extraParam: "extra", + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } as any); + expect(JSON.stringify(chat)).toEqual( + `{"lc":1,"type":"constructor","id":["langchain","chat_models","azure_openai","AzureChatOpenAI"],"kwargs":{"azure_endpoint":"https://foobar.openai.azure.com/","deployment_name":"gpt-4o","openai_api_version":"2024-08-01-preview","azure_open_ai_api_key":{"lc":1,"type":"secret","id":["AZURE_OPENAI_API_KEY"]}}}` + ); +}); + test("Test Azure OpenAI serialization from base path", async () => { const chat = new AzureChatOpenAI({ azureOpenAIBasePath: diff --git a/libs/langchain-openai/src/tests/chat_models.test.ts b/libs/langchain-openai/src/tests/chat_models.test.ts index 274c150845ef..52fba579424e 100644 --- a/libs/langchain-openai/src/tests/chat_models.test.ts +++ b/libs/langchain-openai/src/tests/chat_models.test.ts @@ -259,3 +259,15 @@ describe("strict tool calling", () => { } }); }); + +test("Test OpenAI serialization doesn't pass along extra params", async () => { + const chat = new ChatOpenAI({ + apiKey: "test-key", + model: "o3-mini", + somethingUnexpected: true, + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } as any); + expect(JSON.stringify(chat)).toEqual( + `{"lc":1,"type":"constructor","id":["langchain","chat_models","openai","ChatOpenAI"],"kwargs":{"openai_api_key":{"lc":1,"type":"secret","id":["OPENAI_API_KEY"]},"model":"o3-mini"}}` + ); +}); diff --git a/libs/langchain-scripts/bin/extract_serializable_fields.js b/libs/langchain-scripts/bin/extract_serializable_fields.js new file mode 100755 index 000000000000..d2cd7cb301e0 --- /dev/null +++ b/libs/langchain-scripts/bin/extract_serializable_fields.js @@ -0,0 +1,2 @@ +#!/usr/bin/env node +import "../dist/extract_serializable_fields.js"; diff --git a/libs/langchain-scripts/package.json b/libs/langchain-scripts/package.json index 611c61749b4f..ec4efa1337d0 100644 --- a/libs/langchain-scripts/package.json +++ b/libs/langchain-scripts/package.json @@ -14,6 +14,7 @@ }, "homepage": "https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-scripts/", "bin": { + "extract_serializable_fields": "bin/extract_serializable_fields.js", "filter_spam_comment": "bin/filter_spam_comment.js", "lc_build": "bin/build.js", "notebook_validate": "bin/validate_notebook.js" diff --git a/libs/langchain-scripts/src/extract_serializable_fields.ts b/libs/langchain-scripts/src/extract_serializable_fields.ts new file mode 100644 index 000000000000..370a9bd325e8 --- /dev/null +++ b/libs/langchain-scripts/src/extract_serializable_fields.ts @@ -0,0 +1,81 @@ +import ts from "typescript"; +import * as path from "path"; + +function extractConstructorParams( + sourceFile: string, + className: string +): { type: string; fields: string[] } | null { + const absolutePath = path.resolve(sourceFile); + const program = ts.createProgram([absolutePath], { + target: ts.ScriptTarget.ES2015, + module: ts.ModuleKind.CommonJS, + }); + const source = program.getSourceFile(absolutePath); + const typeChecker = program.getTypeChecker(); + + if (!source) { + console.error(`Could not find source file: ${absolutePath}`); + return null; + } + + let result: { type: string; fields: string[] } | null = null; + + function visit(node: ts.Node) { + if (ts.isClassDeclaration(node) && node.name?.text === className) { + node.members.forEach((member) => { + if ( + ts.isConstructorDeclaration(member) && + member.parameters.length > 0 + ) { + const firstParam = member.parameters[0]; + const type = typeChecker.getTypeAtLocation(firstParam); + const typeString = typeChecker.typeToString(type); + + // Get properties of the type + const fields: string[] = []; + type.getProperties().forEach((prop) => { + // Get the type of the property + const propType = typeChecker.getTypeOfSymbolAtLocation( + prop, + firstParam + ); + // Only include non-function properties that don't start with __ + if ( + !prop.getName().startsWith("__") && + prop.getName() !== "callbackManager" && + !(propType.getCallSignatures().length > 0) + ) { + fields.push(prop.getName()); + } + }); + + result = { + type: typeString, + fields, + }; + } + }); + } + ts.forEachChild(node, visit); + } + + visit(source); + return result; +} +const filepath = process.argv[2]; +const className = process.argv[3]; + +if (!filepath || !className) { + console.error( + "Usage: node extract_serializable_fields.ts " + ); + process.exit(1); +} + +const results = extractConstructorParams(filepath, className); + +if (results?.fields?.length) { + console.log(JSON.stringify(results?.fields, null, 2)); +} else { + console.error("No constructor parameters found"); +} diff --git a/yarn.lock b/yarn.lock index d608fc479976..8d8124231be9 100644 --- a/yarn.lock +++ b/yarn.lock @@ -13035,7 +13035,7 @@ __metadata: zod: ^3.22.4 zod-to-json-schema: ^3.22.3 peerDependencies: - "@langchain/core": ">=0.3.29 <0.4.0" + "@langchain/core": ">=0.3.39 <0.4.0" languageName: unknown linkType: soft @@ -13200,6 +13200,7 @@ __metadata: tsx: ^4.16.2 typescript: ^5.4.5 bin: + extract_serializable_fields: bin/extract_serializable_fields.js filter_spam_comment: bin/filter_spam_comment.js lc_build: bin/build.js notebook_validate: bin/validate_notebook.js From 01e86141abc02ced908dce07a07d99d5055d1905 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Fri, 7 Feb 2025 15:59:29 -0800 Subject: [PATCH 04/70] release(openai): 0.4.3 (#7670) --- libs/langchain-openai/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-openai/package.json b/libs/langchain-openai/package.json index 781026c9a482..ed2a5e99e8e3 100644 --- a/libs/langchain-openai/package.json +++ b/libs/langchain-openai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/openai", - "version": "0.4.2", + "version": "0.4.3", "description": "OpenAI integrations for LangChain.js", "type": "module", "engines": { From 0050a558abda22fa411b0ee624ea1224cdb61c10 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Sat, 8 Feb 2025 14:44:52 -0800 Subject: [PATCH 05/70] feat(ollama): Add support for Ollama built-in JSON schema with withStructuredOutput (#7672) --- libs/langchain-ollama/package.json | 10 +- libs/langchain-ollama/src/chat_models.ts | 133 +++++++++++++++++- ...chat_models_structured_output.int.test.ts} | 19 ++- yarn.lock | 23 ++- 4 files changed, 167 insertions(+), 18 deletions(-) rename libs/langchain-ollama/src/tests/{chat_models-tools.int.test.ts => chat_models_structured_output.int.test.ts} (83%) diff --git a/libs/langchain-ollama/package.json b/libs/langchain-ollama/package.json index 389575ae1ed5..84501e325cda 100644 --- a/libs/langchain-ollama/package.json +++ b/libs/langchain-ollama/package.json @@ -32,8 +32,10 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "ollama": "^0.5.9", - "uuid": "^10.0.0" + "ollama": "^0.5.12", + "uuid": "^10.0.0", + "zod": "^3.24.1", + "zod-to-json-schema": "^3.24.1" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" @@ -62,9 +64,7 @@ "release-it": "^17.6.0", "rollup": "^4.5.2", "ts-jest": "^29.1.0", - "typescript": "<5.2.0", - "zod": "^3.22.4", - "zod-to-json-schema": "^3.23.0" + "typescript": "<5.2.0" }, "publishConfig": { "access": "public" diff --git a/libs/langchain-ollama/src/chat_models.ts b/libs/langchain-ollama/src/chat_models.ts index 1eeb745f5bba..fc23966a26a4 100644 --- a/libs/langchain-ollama/src/chat_models.ts +++ b/libs/langchain-ollama/src/chat_models.ts @@ -3,7 +3,10 @@ import { UsageMetadata, type BaseMessage, } from "@langchain/core/messages"; -import { BaseLanguageModelInput } from "@langchain/core/language_models/base"; +import { + BaseLanguageModelInput, + StructuredOutputMethodOptions, +} from "@langchain/core/language_models/base"; import { CallbackManagerForLLMRun } from "@langchain/core/callbacks/manager"; import { type BaseChatModelParams, @@ -21,9 +24,20 @@ import type { Message as OllamaMessage, Tool as OllamaTool, } from "ollama"; -import { Runnable } from "@langchain/core/runnables"; +import { + Runnable, + RunnablePassthrough, + RunnableSequence, +} from "@langchain/core/runnables"; import { convertToOpenAITool } from "@langchain/core/utils/function_calling"; import { concat } from "@langchain/core/utils/stream"; +import { + JsonOutputParser, + StructuredOutputParser, +} from "@langchain/core/output_parsers"; +import { isZodSchema } from "@langchain/core/utils/types"; +import { z } from "zod"; +import { zodToJsonSchema } from "zod-to-json-schema"; import { convertOllamaMessagesToLangChain, convertToOllamaMessages, @@ -36,6 +50,8 @@ export interface ChatOllamaCallOptions extends BaseChatModelCallOptions { */ stop?: string[]; tools?: BindToolsInput[]; + // eslint-disable-next-line @typescript-eslint/no-explicit-any + format?: string | Record; } export interface PullModelOptions { @@ -82,7 +98,8 @@ export interface ChatOllamaInput */ checkOrPullModel?: boolean; streaming?: boolean; - format?: string; + // eslint-disable-next-line @typescript-eslint/no-explicit-any + format?: string | Record; } /** @@ -453,7 +470,8 @@ export class ChatOllama streaming?: boolean; - format?: string; + // eslint-disable-next-line @typescript-eslint/no-explicit-any + format?: string | Record; keepAlive?: string | number; @@ -575,7 +593,7 @@ export class ChatOllama return { model: this.model, - format: this.format, + format: options?.format ?? this.format, keep_alive: this.keepAlive, options: { numa: this.numa, @@ -763,4 +781,109 @@ export class ChatOllama }), }); } + + withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: StructuredOutputMethodOptions + ): Runnable; + + withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: StructuredOutputMethodOptions + ): Runnable; + + withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: StructuredOutputMethodOptions + ): + | Runnable + | Runnable< + BaseLanguageModelInput, + { + raw: BaseMessage; + parsed: RunOutput; + } + >; + + withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: StructuredOutputMethodOptions + ): + | Runnable + | Runnable< + BaseLanguageModelInput, + { + raw: BaseMessage; + parsed: RunOutput; + } + > { + // TODO: Make this method the default in a minor bump + if (config?.method === "jsonSchema") { + const outputSchemaIsZod = isZodSchema(outputSchema); + const jsonSchema = outputSchemaIsZod + ? zodToJsonSchema(outputSchema) + : outputSchema; + const llm = this.bind({ + format: jsonSchema, + }); + const outputParser = outputSchemaIsZod + ? StructuredOutputParser.fromZodSchema(outputSchema) + : new JsonOutputParser(); + + if (!config?.includeRaw) { + return llm.pipe(outputParser) as Runnable< + BaseLanguageModelInput, + RunOutput + >; + } + + const parserAssign = RunnablePassthrough.assign({ + // eslint-disable-next-line @typescript-eslint/no-explicit-any + parsed: (input: any, config) => outputParser.invoke(input.raw, config), + }); + const parserNone = RunnablePassthrough.assign({ + parsed: () => null, + }); + const parsedWithFallback = parserAssign.withFallbacks({ + fallbacks: [parserNone], + }); + return RunnableSequence.from< + BaseLanguageModelInput, + { raw: BaseMessage; parsed: RunOutput } + >([ + { + raw: llm, + }, + parsedWithFallback, + ]); + } else { + // TODO: Fix this type in core + // eslint-disable-next-line @typescript-eslint/no-explicit-any + return super.withStructuredOutput(outputSchema, config as any); + } + } } diff --git a/libs/langchain-ollama/src/tests/chat_models-tools.int.test.ts b/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts similarity index 83% rename from libs/langchain-ollama/src/tests/chat_models-tools.int.test.ts rename to libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts index 0d699060eca0..cba16e4639d5 100644 --- a/libs/langchain-ollama/src/tests/chat_models-tools.int.test.ts +++ b/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts @@ -89,7 +89,24 @@ test("Ollama can call withStructuredOutput", async () => { expect(result.location).not.toBe(""); }); -test("Ollama can call withStructuredOutput includeRaw", async () => { +test("Ollama can call withStructuredOutput includeRaw JSON Schema", async () => { + const model = new ChatOllama({ + model: "llama3-groq-tool-use", + maxRetries: 1, + }).withStructuredOutput(weatherTool.schema, { + name: weatherTool.name, + includeRaw: true, + method: "jsonSchema", + }); + + const result = await model.invoke(messageHistory); + expect(result).toBeDefined(); + expect(result.parsed.location).toBeDefined(); + expect(result.parsed.location).not.toBe(""); + expect((result.raw as AIMessage).tool_calls?.length).toBe(0); +}); + +test("Ollama can call withStructuredOutput includeRaw with tool calling", async () => { const model = new ChatOllama({ model: "llama3-groq-tool-use", maxRetries: 1, diff --git a/yarn.lock b/yarn.lock index 8d8124231be9..71b247416ac4 100644 --- a/yarn.lock +++ b/yarn.lock @@ -12990,15 +12990,15 @@ __metadata: eslint-plugin-prettier: ^4.2.1 jest: ^29.5.0 jest-environment-node: ^29.6.4 - ollama: ^0.5.9 + ollama: ^0.5.12 prettier: ^2.8.3 release-it: ^17.6.0 rollup: ^4.5.2 ts-jest: ^29.1.0 typescript: <5.2.0 uuid: ^10.0.0 - zod: ^3.22.4 - zod-to-json-schema: ^3.23.0 + zod: ^3.24.1 + zod-to-json-schema: ^3.24.1 peerDependencies: "@langchain/core": ">=0.2.21 <0.4.0" languageName: unknown @@ -36216,12 +36216,12 @@ __metadata: languageName: node linkType: hard -"ollama@npm:^0.5.9": - version: 0.5.9 - resolution: "ollama@npm:0.5.9" +"ollama@npm:^0.5.12": + version: 0.5.12 + resolution: "ollama@npm:0.5.12" dependencies: whatwg-fetch: ^3.6.20 - checksum: bfaadcec6273d86fcc7c94e5e9e571a7b6b84b852b407a473f3bac7dc69b7b11815a163ae549b5318267a00f192d39696225309812319d2edc8a98a079ace475 + checksum: 0abc1151d2cfd02198829f706f8efca978c8562691e7502924166798f6a0cd7e1bf51e085d313ddf5a76507a36ffa12b48a66d4dd659b419474c2f33e3f03b44 languageName: node linkType: hard @@ -44942,6 +44942,15 @@ __metadata: languageName: node linkType: hard +"zod-to-json-schema@npm:^3.24.1": + version: 3.24.1 + resolution: "zod-to-json-schema@npm:3.24.1" + peerDependencies: + zod: ^3.24.1 + checksum: 7195563f611bc21ea7f44129b8e32780125a9bd98b2e6b8709ac98bd2645729fecd87b8aeeaa8789617ee3f38e6585bab23dd613e2a35c31c6c157908f7a1681 + languageName: node + linkType: hard + "zod@npm:3.23.8": version: 3.23.8 resolution: "zod@npm:3.23.8" From 193d1e969e121d7d397e61755deb59168d8f59a1 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Sat, 8 Feb 2025 14:46:58 -0800 Subject: [PATCH 06/70] release(ollama): 0.1.6 (#7673) --- libs/langchain-ollama/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-ollama/package.json b/libs/langchain-ollama/package.json index 84501e325cda..ef7c661bce6c 100644 --- a/libs/langchain-ollama/package.json +++ b/libs/langchain-ollama/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/ollama", - "version": "0.1.5", + "version": "0.1.6", "description": "Ollama integration for LangChain.js", "type": "module", "engines": { From bb3c2cfb604e4da4973fd1fc269b14026b159685 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Filip=20=C5=BBmijewski?= Date: Mon, 10 Feb 2025 09:23:46 +0100 Subject: [PATCH 07/70] Rework tests without langgraph --- libs/langchain-community/package.json | 1 - .../src/chat_models/tests/ibm.int.test.ts | 30 +++++++------------ yarn.lock | 1 - 3 files changed, 11 insertions(+), 21 deletions(-) diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index 13172605f537..c2dbc57a618a 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -254,7 +254,6 @@ "@ibm-cloud/watsonx-ai": "*", "@lancedb/lancedb": "^0.12.0", "@langchain/core": ">=0.2.21 <0.4.0", - "@langchain/langgraph": "*", "@layerup/layerup-security": "^1.5.12", "@libsql/client": "^0.14.0", "@mendable/firecrawl-js": "^1.4.3", diff --git a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts index e36fc8e906ac..fbaf8c4ee8db 100644 --- a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts +++ b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts @@ -12,8 +12,11 @@ import { LLMResult } from "@langchain/core/outputs"; import { ChatPromptTemplate } from "@langchain/core/prompts"; import { tool } from "@langchain/core/tools"; import { NewTokenIndices } from "@langchain/core/callbacks/base"; -import { createReactAgent } from "@langchain/langgraph/prebuilt"; import { ChatWatsonx } from "../ibm.js"; +import { + BaseChatModel, + BaseChatModelCallOptions, +} from "@langchain/core/language_models/chat_models"; describe("Tests for chat", () => { describe("Test ChatWatsonx invoke and generate", () => { @@ -723,24 +726,13 @@ describe("Tests for chat", () => { version: "2024-05-31", model: "mistralai/mistral-large", }); - const storage = [ - { id: 1, name: "Apple", category: "fruit" }, - { id: 2, name: "Carrot", category: "vegetable" }, - { id: 3, name: "Banana", category: "fruit" }, - ]; - const searchStorage = tool( - () => JSON.stringify(storage.map((item) => item.name)), - { - name: "searchStorage", - description: - "Can retireve items that are currently stored in my home storage", - } - ); - - const tools = [searchStorage]; - - const graph = createReactAgent({ llm: model, tools }); - expect(graph).toBeDefined(); + const testModel = ( + model: BaseChatModel + ) => { + if (model instanceof BaseChatModel) return true; + else throw new Error("Wrong model passed"); + }; + expect(testModel(model)).toBeTruthy(); }); }); diff --git a/yarn.lock b/yarn.lock index a3d718933be3..d608fc479976 100644 --- a/yarn.lock +++ b/yarn.lock @@ -12084,7 +12084,6 @@ __metadata: "@ibm-cloud/watsonx-ai": "*" "@lancedb/lancedb": ^0.12.0 "@langchain/core": ">=0.2.21 <0.4.0" - "@langchain/langgraph": "*" "@layerup/layerup-security": ^1.5.12 "@libsql/client": ^0.14.0 "@mendable/firecrawl-js": ^1.4.3 From 850819acf20a0bcf1f1d1475fc69b911018dff4d Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 10 Feb 2025 13:59:06 -0800 Subject: [PATCH 08/70] feat(ollama): Switch Ollama default withStructuredOutput method to jsonSchema (#7681) --- libs/langchain-ollama/src/chat_models.ts | 3 +-- .../src/tests/chat_models_structured_output.int.test.ts | 2 +- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/libs/langchain-ollama/src/chat_models.ts b/libs/langchain-ollama/src/chat_models.ts index fc23966a26a4..dc2b2f2a7761 100644 --- a/libs/langchain-ollama/src/chat_models.ts +++ b/libs/langchain-ollama/src/chat_models.ts @@ -841,8 +841,7 @@ export class ChatOllama parsed: RunOutput; } > { - // TODO: Make this method the default in a minor bump - if (config?.method === "jsonSchema") { + if (config?.method === undefined || config?.method === "jsonSchema") { const outputSchemaIsZod = isZodSchema(outputSchema); const jsonSchema = outputSchemaIsZod ? zodToJsonSchema(outputSchema) diff --git a/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts b/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts index cba16e4639d5..70d4c3ee363f 100644 --- a/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts +++ b/libs/langchain-ollama/src/tests/chat_models_structured_output.int.test.ts @@ -96,7 +96,6 @@ test("Ollama can call withStructuredOutput includeRaw JSON Schema", async () => }).withStructuredOutput(weatherTool.schema, { name: weatherTool.name, includeRaw: true, - method: "jsonSchema", }); const result = await model.invoke(messageHistory); @@ -113,6 +112,7 @@ test("Ollama can call withStructuredOutput includeRaw with tool calling", async }).withStructuredOutput(weatherTool.schema, { name: weatherTool.name, includeRaw: true, + method: "functionCalling", }); const result = await model.invoke(messageHistory); From b81807a784fbd1d5c990c8e9fa5cb48cda212c03 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 10 Feb 2025 14:01:07 -0800 Subject: [PATCH 09/70] release(ollama): 0.2.0 (#7682) --- libs/langchain-ollama/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-ollama/package.json b/libs/langchain-ollama/package.json index ef7c661bce6c..57ef26a02ac1 100644 --- a/libs/langchain-ollama/package.json +++ b/libs/langchain-ollama/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/ollama", - "version": "0.1.6", + "version": "0.2.0", "description": "Ollama integration for LangChain.js", "type": "module", "engines": { From b33a19feb616246cde4def374eaff75af7cdd57f Mon Sep 17 00:00:00 2001 From: Yohan Lasorsa Date: Tue, 11 Feb 2025 22:16:26 +0100 Subject: [PATCH 10/70] chore(openai): update azure user agent (#7543) Co-authored-by: jacoblee93 --- libs/langchain-openai/src/azure/chat_models.ts | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/libs/langchain-openai/src/azure/chat_models.ts b/libs/langchain-openai/src/azure/chat_models.ts index 8ce4ea5bd23e..691781af78b4 100644 --- a/libs/langchain-openai/src/azure/chat_models.ts +++ b/libs/langchain-openai/src/azure/chat_models.ts @@ -3,7 +3,7 @@ import { LangSmithParams, type BaseChatModelParams, } from "@langchain/core/language_models/chat_models"; -import { getEnvironmentVariable } from "@langchain/core/utils/env"; +import { getEnv, getEnvironmentVariable } from "@langchain/core/utils/env"; import { BaseLanguageModelInput } from "@langchain/core/language_models/base"; import { BaseMessage } from "@langchain/core/messages"; import { Runnable } from "@langchain/core/runnables"; @@ -570,11 +570,17 @@ export class AzureChatOpenAI extends ChatOpenAI { delete params.baseURL; } + let env = getEnv(); + if (env === "node" || env === "deno") { + env = `(${env}/${process.version}; ${process.platform}; ${process.arch})`; + } + + const specifiedUserAgent = params.defaultHeaders?.["User-Agent"]; params.defaultHeaders = { ...params.defaultHeaders, - "User-Agent": params.defaultHeaders?.["User-Agent"] - ? `${params.defaultHeaders["User-Agent"]}: langchainjs-azure-openai-v2` - : `langchainjs-azure-openai-v2`, + "User-Agent": `langchainjs-azure-openai/2.0.0 (${env})${ + specifiedUserAgent ? ` ${specifiedUserAgent}` : "" + }`, }; this.client = new AzureOpenAIClient({ From 54499254b63dddc13515e15aa8e556217bf775e2 Mon Sep 17 00:00:00 2001 From: FilipZmijewski Date: Tue, 11 Feb 2025 22:17:11 +0100 Subject: [PATCH 11/70] fix(community): Fix interface of chat deployment IBM and add test for this case (#7666) --- .../src/chat_models/ibm.ts | 4 +++- .../src/chat_models/tests/ibm.int.test.ts | 23 +++++++++++++++++++ 2 files changed, 26 insertions(+), 1 deletion(-) diff --git a/libs/langchain-community/src/chat_models/ibm.ts b/libs/langchain-community/src/chat_models/ibm.ts index 7db2c9cec1c6..d8d1196343bf 100644 --- a/libs/langchain-community/src/chat_models/ibm.ts +++ b/libs/langchain-community/src/chat_models/ibm.ts @@ -102,9 +102,11 @@ export interface WatsonxCallOptionsChat } export interface WatsonxCallOptionsDeployedChat - extends WatsonxCallDeployedParams, + extends Omit, + WatsonxCallDeployedParams, WatsonxChatBasicOptions { promptIndex?: number; + tool_choice?: TextChatParameterTools | string | "auto" | "any"; } type ChatWatsonxToolType = BindToolsInput | TextChatParameterTools; diff --git a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts index 1cdc836ba9c8..59a646aaa88a 100644 --- a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts +++ b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts @@ -12,6 +12,10 @@ import { LLMResult } from "@langchain/core/outputs"; import { ChatPromptTemplate } from "@langchain/core/prompts"; import { tool } from "@langchain/core/tools"; import { NewTokenIndices } from "@langchain/core/callbacks/base"; +import { + BaseChatModel, + BaseChatModelCallOptions, +} from "@langchain/core/language_models/chat_models"; import { ChatWatsonx } from "../ibm.js"; describe("Tests for chat", () => { @@ -713,6 +717,24 @@ describe("Tests for chat", () => { expect(res.tool_calls[0].args.a).not.toBe(res.tool_calls[1].args.a); expect(res.tool_calls[0].args.b).not.toBe(res.tool_calls[1].args.b); }); + test("React agent creation", async () => { + const model = new ChatWatsonx({ + projectId: process.env.WATSONX_AI_PROJECT_ID, + serviceUrl: process.env.WATSONX_AI_SERVICE_URL as string, + watsonxAIApikey: process.env.WATSONX_AI_APIKEY, + watsonxAIAuthType: "iam", + version: "2024-05-31", + model: "mistralai/mistral-large", + }); + const testModel = ( + model: BaseChatModel + ) => { + // eslint-disable-next-line no-instanceof/no-instanceof + if (model instanceof BaseChatModel) return true; + else throw new Error("Wrong model passed"); + }; + expect(testModel(model)).toBeTruthy(); + }); }); describe("Test withStructuredOutput usage", () => { @@ -762,6 +784,7 @@ describe("Tests for chat", () => { for await (const chunk of res) { expect(typeof chunk).toBe("object"); object = chunk; + console.log(chunk); } expect("setup" in object).toBe(true); expect("punchline" in object).toBe(true); From 25ea68c6111538a8445de15c7dc24d4111dfc39e Mon Sep 17 00:00:00 2001 From: Yash Sharma <97662335+yashsharma999@users.noreply.github.com> Date: Wed, 12 Feb 2025 02:56:26 +0530 Subject: [PATCH 12/70] docs: Update message_history.ipynb (#7677) --- docs/core_docs/docs/how_to/message_history.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/core_docs/docs/how_to/message_history.ipynb b/docs/core_docs/docs/how_to/message_history.ipynb index 67640b10c11f..48d5fc260695 100644 --- a/docs/core_docs/docs/how_to/message_history.ipynb +++ b/docs/core_docs/docs/how_to/message_history.ipynb @@ -202,7 +202,7 @@ "]\n", "const output = await app.invoke({ messages: input }, config)\n", "// The output contains all messages in the state.\n", - "// This will long the last message in the conversation.\n", + "// This will log the last message in the conversation.\n", "console.log(output.messages[output.messages.length - 1]);" ] }, @@ -583,4 +583,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} From 6bb5db84aaf0069f17e8d1037059e7f00d875aa4 Mon Sep 17 00:00:00 2001 From: zachary-nguyen <43250829+zachary-nguyen@users.noreply.github.com> Date: Tue, 11 Feb 2025 16:40:39 -0500 Subject: [PATCH 13/70] fix(experimental): openai assistant attachments (#7664) --- langchain/src/experimental/openai_assistant/index.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/langchain/src/experimental/openai_assistant/index.ts b/langchain/src/experimental/openai_assistant/index.ts index 57bd7574d768..6a1bf5c51e2a 100644 --- a/langchain/src/experimental/openai_assistant/index.ts +++ b/langchain/src/experimental/openai_assistant/index.ts @@ -115,7 +115,7 @@ export class OpenAIAssistantRunnable< { role: "user", content: input.content, - file_ids: input.fileIds, + attachments: input.attachments, metadata: input.messagesMetadata, }, ], @@ -129,7 +129,7 @@ export class OpenAIAssistantRunnable< await this.client.beta.threads.messages.create(input.threadId, { content: input.content, role: "user", - file_ids: input.file_ids, + attachments: input.attachments, metadata: input.messagesMetadata, // eslint-disable-next-line @typescript-eslint/no-explicit-any } as any); From ed298b2abbe9f7de8fe4ee7269512b2f2cee2916 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jos=C3=A9=20F=2E=20Romaniello?= Date: Tue, 11 Feb 2025 18:52:45 -0300 Subject: [PATCH 14/70] fix(community): hide console errors on RecursiveUrlLoader (#7679) Co-authored-by: jacoblee93 --- .../tests/recursive_url.int.test.ts | 22 ++++++++++++++++++- .../src/document_loaders/web/recursive_url.ts | 9 +++++--- 2 files changed, 27 insertions(+), 4 deletions(-) diff --git a/libs/langchain-community/src/document_loaders/tests/recursive_url.int.test.ts b/libs/langchain-community/src/document_loaders/tests/recursive_url.int.test.ts index b1bf2cbbe271..e7cbf283e455 100644 --- a/libs/langchain-community/src/document_loaders/tests/recursive_url.int.test.ts +++ b/libs/langchain-community/src/document_loaders/tests/recursive_url.int.test.ts @@ -1,10 +1,18 @@ /* eslint-disable no-process-env */ /* eslint-disable @typescript-eslint/no-non-null-assertion */ -import { test } from "@jest/globals"; +import { test, jest } from "@jest/globals"; import { compile } from "html-to-text"; import { RecursiveUrlLoader } from "../web/recursive_url.js"; describe("RecursiveUrlLoader", () => { + beforeEach(() => { + jest.spyOn(console, "error"); + }); + + afterEach(() => { + jest.restoreAllMocks(); + }); + test("loading valid url", async () => { const url = "https://js.langchain.com/docs/introduction"; @@ -84,4 +92,16 @@ describe("RecursiveUrlLoader", () => { false ); }); + + test("load docs from langsmith without reporting errors", async () => { + const url = "https://docs.smith.langchain.com/"; + const loader = new RecursiveUrlLoader(url, { + maxDepth: 5, + timeout: 5000, + }); + + const docs = await loader.load(); + expect(docs.length).toBeGreaterThan(1); + expect(console.error).not.toHaveBeenCalled(); + }); }); diff --git a/libs/langchain-community/src/document_loaders/web/recursive_url.ts b/libs/langchain-community/src/document_loaders/web/recursive_url.ts index a3c1fd0ebb5d..ac6d004fc5e4 100644 --- a/libs/langchain-community/src/document_loaders/web/recursive_url.ts +++ b/libs/langchain-community/src/document_loaders/web/recursive_url.ts @@ -1,4 +1,4 @@ -import { JSDOM } from "jsdom"; +import { JSDOM, VirtualConsole } from "jsdom"; import { Document } from "@langchain/core/documents"; import { AsyncCaller } from "@langchain/core/utils/async_caller"; import { @@ -6,6 +6,9 @@ import { DocumentLoader, } from "@langchain/core/document_loaders/base"; +const virtualConsole = new VirtualConsole(); +virtualConsole.on("error", () => {}); + export interface RecursiveUrlLoaderOptions { excludeDirs?: string[]; extractor?: (text: string) => string; @@ -62,7 +65,7 @@ export class RecursiveUrlLoader private getChildLinks(html: string, baseUrl: string): Array { const allLinks = Array.from( - new JSDOM(html).window.document.querySelectorAll("a") + new JSDOM(html, { virtualConsole }).window.document.querySelectorAll("a") ).map((a) => a.href); const absolutePaths = []; // eslint-disable-next-line no-script-url @@ -117,7 +120,7 @@ export class RecursiveUrlLoader private extractMetadata(rawHtml: string, url: string) { // eslint-disable-next-line @typescript-eslint/no-explicit-any const metadata: Record = { source: url }; - const { document } = new JSDOM(rawHtml).window; + const { document } = new JSDOM(rawHtml, { virtualConsole }).window; const title = document.getElementsByTagName("title")[0]; if (title) { From 037dd918a85c83ea1d7c288c3f48e5dbe5047f5f Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Tue, 11 Feb 2025 14:16:31 -0800 Subject: [PATCH 15/70] release(community): 0.3.30 (#7684) --- libs/langchain-community/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index c2dbc57a618a..78066ef946b6 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/community", - "version": "0.3.29", + "version": "0.3.30", "description": "Third-party integrations for LangChain.js", "type": "module", "engines": { From 92edca1fb2b7faa5174d8ef2cb42a0513b994c15 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Tue, 11 Feb 2025 14:18:03 -0800 Subject: [PATCH 16/70] feat(openai): Properly pass through max_completion_tokens (#7683) --- libs/langchain-openai/src/chat_models.ts | 15 +++++++++++--- .../src/tests/chat_models.int.test.ts | 20 +++++++++++++++++++ libs/langchain-openai/src/types.ts | 7 +++++++ 3 files changed, 39 insertions(+), 3 deletions(-) diff --git a/libs/langchain-openai/src/chat_models.ts b/libs/langchain-openai/src/chat_models.ts index 2cb3d9ba2034..c7d4ed858446 100644 --- a/libs/langchain-openai/src/chat_models.ts +++ b/libs/langchain-openai/src/chat_models.ts @@ -153,7 +153,7 @@ export function _convertMessagesToOpenAIParams( // TODO: Function messages do not support array content, fix cast return messages.flatMap((message) => { let role = messageToOpenAIRole(message); - if (role === "system" && model?.startsWith("o1")) { + if (role === "system" && isReasoningModel(model)) { role = "developer"; } // eslint-disable-next-line @typescript-eslint/no-explicit-any @@ -224,6 +224,10 @@ function _convertChatOpenAIToolTypeToOpenAITool( return _convertToOpenAITool(tool, fields); } +function isReasoningModel(model?: string) { + return model?.startsWith("o1") || model?.startsWith("o3"); +} + // TODO: Use the base structured output options param in next breaking release. export interface ChatOpenAIStructuredOutputMethodOptions< IncludeRaw extends boolean @@ -1027,7 +1031,6 @@ export class ChatOpenAI< this.topP = fields?.topP ?? this.topP; this.frequencyPenalty = fields?.frequencyPenalty ?? this.frequencyPenalty; this.presencePenalty = fields?.presencePenalty ?? this.presencePenalty; - this.maxTokens = fields?.maxTokens; this.logprobs = fields?.logprobs; this.topLogprobs = fields?.topLogprobs; this.n = fields?.n ?? this.n; @@ -1039,6 +1042,7 @@ export class ChatOpenAI< this.audio = fields?.audio; this.modalities = fields?.modalities; this.reasoningEffort = fields?.reasoningEffort; + this.maxTokens = fields?.maxCompletionTokens ?? fields?.maxTokens; if (this.model === "o1") { this.disableStreaming = true; @@ -1151,7 +1155,6 @@ export class ChatOpenAI< top_p: this.topP, frequency_penalty: this.frequencyPenalty, presence_penalty: this.presencePenalty, - max_tokens: this.maxTokens === -1 ? undefined : this.maxTokens, logprobs: this.logprobs, top_logprobs: this.topLogprobs, n: this.n, @@ -1187,6 +1190,12 @@ export class ChatOpenAI< if (reasoningEffort !== undefined) { params.reasoning_effort = reasoningEffort; } + if (isReasoningModel(params.model)) { + params.max_completion_tokens = + this.maxTokens === -1 ? undefined : this.maxTokens; + } else { + params.max_tokens = this.maxTokens === -1 ? undefined : this.maxTokens; + } return params; } diff --git a/libs/langchain-openai/src/tests/chat_models.int.test.ts b/libs/langchain-openai/src/tests/chat_models.int.test.ts index 025adac32e39..caab98ea84e6 100644 --- a/libs/langchain-openai/src/tests/chat_models.int.test.ts +++ b/libs/langchain-openai/src/tests/chat_models.int.test.ts @@ -1233,6 +1233,26 @@ test("Allows developer messages with o1", async () => { expect(res.content).toEqual("testing"); }); +test("Works with maxCompletionTokens with o3", async () => { + const model = new ChatOpenAI({ + model: "o3-mini", + reasoningEffort: "low", + maxCompletionTokens: 100, + }); + const res = await model.invoke([ + { + role: "system", + content: `Always respond only with the word "testing"`, + }, + { + role: "user", + content: "hi", + }, + ]); + console.log(res); + expect(res.content).toEqual("testing"); +}); + test.skip("Allow overriding", async () => { class ChatDeepSeek extends ChatOpenAI { protected override _convertOpenAIDeltaToBaseMessageChunk( diff --git a/libs/langchain-openai/src/types.ts b/libs/langchain-openai/src/types.ts index 27f3d108a13a..e41631885980 100644 --- a/libs/langchain-openai/src/types.ts +++ b/libs/langchain-openai/src/types.ts @@ -23,6 +23,13 @@ export declare interface OpenAIBaseInput { */ maxTokens?: number; + /** + * Maximum number of tokens to generate in the completion. -1 returns as many + * tokens as possible given the prompt and the model's maximum context size. + * Alias for `maxTokens` for reasoning models. + */ + maxCompletionTokens?: number; + /** Total probability mass of tokens to consider at each step */ topP: number; From 719e081213db8cd9bf8ebd9f3315f7cf1b182f0c Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Tue, 11 Feb 2025 14:22:16 -0800 Subject: [PATCH 17/70] release(openai): 0.4.4 (#7685) --- libs/langchain-openai/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-openai/package.json b/libs/langchain-openai/package.json index ed2a5e99e8e3..794081ea0611 100644 --- a/libs/langchain-openai/package.json +++ b/libs/langchain-openai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/openai", - "version": "0.4.3", + "version": "0.4.4", "description": "OpenAI integrations for LangChain.js", "type": "module", "engines": { From c3a153feee48de34abac13cab210105ffd5e3075 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Wed, 12 Feb 2025 10:50:02 -0800 Subject: [PATCH 18/70] feat(core): Expose types/stream as an entrypoint (#7686) --- langchain-core/.gitignore | 4 ++++ langchain-core/langchain.config.js | 1 + langchain-core/package.json | 13 +++++++++++++ langchain-core/src/runnables/types.ts | 2 +- langchain-core/src/types/_internal.ts | 5 +++++ langchain-core/src/types/stream.ts | 8 ++++++-- langchain-core/src/utils/stream.ts | 5 +++-- 7 files changed, 33 insertions(+), 5 deletions(-) create mode 100644 langchain-core/src/types/_internal.ts diff --git a/langchain-core/.gitignore b/langchain-core/.gitignore index 6876afce9643..53b5925331ff 100644 --- a/langchain-core/.gitignore +++ b/langchain-core/.gitignore @@ -178,6 +178,10 @@ tracers/tracer_langchain_v1.cjs tracers/tracer_langchain_v1.js tracers/tracer_langchain_v1.d.ts tracers/tracer_langchain_v1.d.cts +types/stream.cjs +types/stream.js +types/stream.d.ts +types/stream.d.cts utils/async_caller.cjs utils/async_caller.js utils/async_caller.d.ts diff --git a/langchain-core/langchain.config.js b/langchain-core/langchain.config.js index d51e73e0b122..c748cc7afdd6 100644 --- a/langchain-core/langchain.config.js +++ b/langchain-core/langchain.config.js @@ -57,6 +57,7 @@ export const config = { "tracers/run_collector": "tracers/run_collector", "tracers/tracer_langchain": "tracers/tracer_langchain", "tracers/tracer_langchain_v1": "tracers/tracer_langchain_v1", + "types/stream": "types/stream", "utils/async_caller": "utils/async_caller", "utils/chunk_array": "utils/chunk_array", "utils/env": "utils/env", diff --git a/langchain-core/package.json b/langchain-core/package.json index 0f72c69e9753..f888328935f8 100644 --- a/langchain-core/package.json +++ b/langchain-core/package.json @@ -494,6 +494,15 @@ "import": "./tracers/tracer_langchain_v1.js", "require": "./tracers/tracer_langchain_v1.cjs" }, + "./types/stream": { + "types": { + "import": "./types/stream.d.ts", + "require": "./types/stream.d.cts", + "default": "./types/stream.d.ts" + }, + "import": "./types/stream.js", + "require": "./types/stream.cjs" + }, "./utils/async_caller": { "types": { "import": "./utils/async_caller.d.ts", @@ -804,6 +813,10 @@ "tracers/tracer_langchain_v1.js", "tracers/tracer_langchain_v1.d.ts", "tracers/tracer_langchain_v1.d.cts", + "types/stream.cjs", + "types/stream.js", + "types/stream.d.ts", + "types/stream.d.cts", "utils/async_caller.cjs", "utils/async_caller.js", "utils/async_caller.d.ts", diff --git a/langchain-core/src/runnables/types.ts b/langchain-core/src/runnables/types.ts index f06e94fa1254..b3775de094a4 100644 --- a/langchain-core/src/runnables/types.ts +++ b/langchain-core/src/runnables/types.ts @@ -1,7 +1,7 @@ import type { z } from "zod"; import type { SerializableInterface } from "../load/serializable.js"; import type { BaseCallbackConfig } from "../callbacks/manager.js"; -import type { IterableReadableStreamInterface } from "../types/stream.js"; +import type { IterableReadableStreamInterface } from "../types/_internal.js"; export type RunnableBatchOptions = { /** @deprecated Pass in via the standard runnable config object instead */ diff --git a/langchain-core/src/types/_internal.ts b/langchain-core/src/types/_internal.ts new file mode 100644 index 000000000000..ae03b69b78bb --- /dev/null +++ b/langchain-core/src/types/_internal.ts @@ -0,0 +1,5 @@ +// Make this a type to override ReadableStream's async iterator type in case +// the popular web-streams-polyfill is imported - the supplied types +// in that case don't quite match. +export type IterableReadableStreamInterface = ReadableStream & + AsyncIterable; diff --git a/langchain-core/src/types/stream.ts b/langchain-core/src/types/stream.ts index ae03b69b78bb..cd1151008a3d 100644 --- a/langchain-core/src/types/stream.ts +++ b/langchain-core/src/types/stream.ts @@ -1,5 +1,9 @@ // Make this a type to override ReadableStream's async iterator type in case // the popular web-streams-polyfill is imported - the supplied types // in that case don't quite match. -export type IterableReadableStreamInterface = ReadableStream & - AsyncIterable; +export { type IterableReadableStreamInterface } from "./_internal.js"; + +export { + type StreamEvent, + type StreamEventData, +} from "../tracers/event_stream.js"; diff --git a/langchain-core/src/utils/stream.ts b/langchain-core/src/utils/stream.ts index cd3e592806be..4db1032a959a 100644 --- a/langchain-core/src/utils/stream.ts +++ b/langchain-core/src/utils/stream.ts @@ -1,10 +1,11 @@ import { pickRunnableConfigKeys } from "../runnables/config.js"; import { AsyncLocalStorageProviderSingleton } from "../singletons/index.js"; -import type { IterableReadableStreamInterface } from "../types/stream.js"; +import type { IterableReadableStreamInterface } from "../types/_internal.js"; import { raceWithSignal } from "./signal.js"; // Re-exported for backwards compatibility -// Do NOT import this type from this file inside the project. Instead, always import from `types/stream.js` +// Do NOT import this type from this file inside the project. Instead, always import from `types/_internal.js` +// when using internally export type { IterableReadableStreamInterface }; /* From a0f1dc9a1c41c743f379f49b452ffc5dd2e750d5 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Wed, 12 Feb 2025 10:53:02 -0800 Subject: [PATCH 19/70] release(core): 0.3.40 (#7687) --- langchain-core/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain-core/package.json b/langchain-core/package.json index f888328935f8..e8fd553fbfe0 100644 --- a/langchain-core/package.json +++ b/langchain-core/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/core", - "version": "0.3.39", + "version": "0.3.40", "description": "Core LangChain.js abstractions and schemas", "type": "module", "engines": { From e6d053f30401ef9f968d252eb24e027263d5cbe1 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 17:13:38 -0800 Subject: [PATCH 20/70] feat(langchain): Allow model providers prefixed by colon in initChatModel (#7712) --- .../src/models/chat/configurable/basic.ts | 10 +++++---- .../chat_models/tests/universal.int.test.ts | 9 ++++++++ langchain/src/chat_models/universal.ts | 21 +++++++++++++------ 3 files changed, 30 insertions(+), 10 deletions(-) diff --git a/examples/src/models/chat/configurable/basic.ts b/examples/src/models/chat/configurable/basic.ts index b1c2de344625..b130633d63e9 100644 --- a/examples/src/models/chat/configurable/basic.ts +++ b/examples/src/models/chat/configurable/basic.ts @@ -5,14 +5,16 @@ const gpt4o = await initChatModel("gpt-4o", { modelProvider: "openai", temperature: 0, }); + +// You can also specify the model provider in the model name like this in +// langchain>=0.3.16: + // Returns a @langchain/anthropic ChatAnthropic instance. -const claudeOpus = await initChatModel("claude-3-opus-20240229", { - modelProvider: "anthropic", +const claudeOpus = await initChatModel("anthropic:claude-3-opus-20240229", { temperature: 0, }); // Returns a @langchain/google-vertexai ChatVertexAI instance. -const gemini15 = await initChatModel("gemini-1.5-pro", { - modelProvider: "google-vertexai", +const gemini15 = await initChatModel("google-vertexai:gemini-1.5-pro", { temperature: 0, }); diff --git a/langchain/src/chat_models/tests/universal.int.test.ts b/langchain/src/chat_models/tests/universal.int.test.ts index a4a6857e7126..dc2c4cfb97dc 100644 --- a/langchain/src/chat_models/tests/universal.int.test.ts +++ b/langchain/src/chat_models/tests/universal.int.test.ts @@ -61,6 +61,15 @@ test("Initialize non-configurable models", async () => { expect(geminiResult.content.length).toBeGreaterThan(0); }); +test("Works with model provider in model name", async () => { + const gpt4 = await initChatModel("openai:gpt-4o-mini", { + temperature: 0.25, + apiKey: openAIApiKey, + }); + const result = await gpt4.invoke("what's your name"); + expect(result).toBeDefined(); +}); + test("Create a partially configurable model with no default model", async () => { const configurableModel = await initChatModel(undefined, { temperature: 0, diff --git a/langchain/src/chat_models/universal.ts b/langchain/src/chat_models/universal.ts index 679fa427ea31..a4341e3b2d95 100644 --- a/langchain/src/chat_models/universal.ts +++ b/langchain/src/chat_models/universal.ts @@ -42,7 +42,6 @@ const _SUPPORTED_PROVIDERS = [ "google-vertexai", "google-vertexai-web", "google-genai", - "google-genai", "ollama", "together", "fireworks", @@ -601,6 +600,7 @@ export async function initChatModel< * @template {extends ConfigurableChatModelCallOptions = ConfigurableChatModelCallOptions} CallOptions - Call options for the model. * * @param {string | ChatModelProvider} [model] - The name of the model, e.g. "gpt-4", "claude-3-opus-20240229". + * Can be prefixed with the model provider, e.g. "openai:gpt-4", "anthropic:claude-3-opus-20240229". * @param {Object} [fields] - Additional configuration options. * @param {string} [fields.modelProvider] - The model provider. Supported values include: * - openai (@langchain/openai) @@ -632,14 +632,12 @@ export async function initChatModel< * ```typescript * import { initChatModel } from "langchain/chat_models/universal"; * - * const gpt4 = await initChatModel("gpt-4", { - * modelProvider: "openai", + * const gpt4 = await initChatModel("openai:gpt-4", { * temperature: 0.25, * }); * const gpt4Result = await gpt4.invoke("what's your name"); * - * const claude = await initChatModel("claude-3-opus-20240229", { - * modelProvider: "anthropic", + * const claude = await initChatModel("anthropic:claude-3-opus-20240229", { * temperature: 0.25, * }); * const claudeResult = await claude.invoke("what's your name"); @@ -810,10 +808,20 @@ export async function initChatModel< configPrefix?: string; } ): Promise<_ConfigurableModel> { - const { configurableFields, configPrefix, modelProvider, ...params } = { + // eslint-disable-next-line prefer-const + let { configurableFields, configPrefix, modelProvider, ...params } = { configPrefix: "", ...(fields ?? {}), }; + if (modelProvider === undefined && model?.includes(":")) { + const modelComponents = model.split(":", 1); + if ( + _SUPPORTED_PROVIDERS.includes(modelComponents[0] as ChatModelProvider) + ) { + // eslint-disable-next-line no-param-reassign + [modelProvider, model] = modelComponents; + } + } let configurableFieldsCopy = Array.isArray(configurableFields) ? [...configurableFields] : configurableFields; @@ -848,6 +856,7 @@ export async function initChatModel< if (modelProvider) { paramsCopy.modelProvider = modelProvider; } + console.log("paramsCopy", paramsCopy); return new _ConfigurableModel({ defaultConfig: paramsCopy, configPrefix, From fbf20afa73a5c941b6a0b51294f93c419054f3f9 Mon Sep 17 00:00:00 2001 From: jacoblee93 Date: Mon, 17 Feb 2025 17:20:29 -0800 Subject: [PATCH 21/70] Release 0.3.16 --- langchain/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain/package.json b/langchain/package.json index f7a81958c592..401249bfe9ad 100644 --- a/langchain/package.json +++ b/langchain/package.json @@ -1,6 +1,6 @@ { "name": "langchain", - "version": "0.3.15", + "version": "0.3.16", "description": "Typescript bindings for langchain", "type": "module", "engines": { From fff61263e71673e58896eb60bdb369f36c773ae9 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 17:26:53 -0800 Subject: [PATCH 22/70] fix(langchain): Remove stray log (#7714) --- examples/src/models/chat/configurable/basic.ts | 2 +- langchain/src/chat_models/universal.ts | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/src/models/chat/configurable/basic.ts b/examples/src/models/chat/configurable/basic.ts index b130633d63e9..fb88ef42290d 100644 --- a/examples/src/models/chat/configurable/basic.ts +++ b/examples/src/models/chat/configurable/basic.ts @@ -7,7 +7,7 @@ const gpt4o = await initChatModel("gpt-4o", { }); // You can also specify the model provider in the model name like this in -// langchain>=0.3.16: +// langchain>=0.3.17: // Returns a @langchain/anthropic ChatAnthropic instance. const claudeOpus = await initChatModel("anthropic:claude-3-opus-20240229", { diff --git a/langchain/src/chat_models/universal.ts b/langchain/src/chat_models/universal.ts index a4341e3b2d95..d4e7c861f86a 100644 --- a/langchain/src/chat_models/universal.ts +++ b/langchain/src/chat_models/universal.ts @@ -856,7 +856,6 @@ export async function initChatModel< if (modelProvider) { paramsCopy.modelProvider = modelProvider; } - console.log("paramsCopy", paramsCopy); return new _ConfigurableModel({ defaultConfig: paramsCopy, configPrefix, From 47aade81210a0b65f126aac10cd69d95223ecdac Mon Sep 17 00:00:00 2001 From: jacoblee93 Date: Mon, 17 Feb 2025 17:28:46 -0800 Subject: [PATCH 23/70] Release 0.3.17 --- langchain/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain/package.json b/langchain/package.json index 401249bfe9ad..5e8b6b161d2e 100644 --- a/langchain/package.json +++ b/langchain/package.json @@ -1,6 +1,6 @@ { "name": "langchain", - "version": "0.3.16", + "version": "0.3.17", "description": "Typescript bindings for langchain", "type": "module", "engines": { From 92db8a77706cb4e2586241876130e1a709f9032c Mon Sep 17 00:00:00 2001 From: toqeer-hussain <63150363+toqeer-hussain@users.noreply.github.com> Date: Tue, 18 Feb 2025 07:17:26 +0500 Subject: [PATCH 24/70] docs: Fix the broken link (#7699) --- docs/core_docs/docs/how_to/sequence.ipynb | 4 ++-- docs/core_docs/docs/tutorials/rag.ipynb | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/core_docs/docs/how_to/sequence.ipynb b/docs/core_docs/docs/how_to/sequence.ipynb index 1d5fc1a6755f..04e779124a0c 100644 --- a/docs/core_docs/docs/how_to/sequence.ipynb +++ b/docs/core_docs/docs/how_to/sequence.ipynb @@ -36,7 +36,7 @@ "\n", "## The pipe method\n", "\n", - "To show off how this works, let's go through an example. We'll walk through a common pattern in LangChain: using a [prompt template](/docs/concepts/prompt_templates) to format input into a [chat model](/docs/concepts/chat_models), and finally converting the chat message output into a string with an [output parser](/docs/concepts/output_parsers.\n", + "To show off how this works, let's go through an example. We'll walk through a common pattern in LangChain: using a [prompt template](/docs/concepts/prompt_templates) to format input into a [chat model](/docs/concepts/chat_models), and finally converting the chat message output into a string with an [output parser](/docs/concepts/output_parsers).\n", "\n", "```{=mdx}\n", "import ChatModelTabs from \"@theme/ChatModelTabs\";\n", @@ -249,4 +249,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} \ No newline at end of file +} diff --git a/docs/core_docs/docs/tutorials/rag.ipynb b/docs/core_docs/docs/tutorials/rag.ipynb index 7d9472d9c00c..12f67294427a 100644 --- a/docs/core_docs/docs/tutorials/rag.ipynb +++ b/docs/core_docs/docs/tutorials/rag.ipynb @@ -372,7 +372,7 @@ "\n", "- [Docs](/docs/concepts/document_loaders): Detailed documentation on how to use\n", "- [Integrations](/docs/integrations/document_loaders/)\n", - "- [Interface](https:/api.js.langchain.com/classes/langchain.document_loaders_base.BaseDocumentLoader.html): API reference for the base interface.\n", + "- [Interface](https://api.js.langchain.com/classes/langchain.document_loaders_base.BaseDocumentLoader.html): API reference for the base interface.\n", "\n", "### Splitting documents\n", "\n", From e1bd39cbeb100674f3f1727631ad2f29dd02bb02 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 18:19:13 -0800 Subject: [PATCH 25/70] fix(langchain): Respect split model name for initChatModel (#7716) --- examples/src/models/chat/configurable/basic.ts | 2 +- .../src/chat_models/tests/universal.int.test.ts | 12 +++++++++--- langchain/src/chat_models/universal.ts | 2 +- 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/examples/src/models/chat/configurable/basic.ts b/examples/src/models/chat/configurable/basic.ts index fb88ef42290d..ccbd241bddd2 100644 --- a/examples/src/models/chat/configurable/basic.ts +++ b/examples/src/models/chat/configurable/basic.ts @@ -7,7 +7,7 @@ const gpt4o = await initChatModel("gpt-4o", { }); // You can also specify the model provider in the model name like this in -// langchain>=0.3.17: +// langchain>=0.3.18: // Returns a @langchain/anthropic ChatAnthropic instance. const claudeOpus = await initChatModel("anthropic:claude-3-opus-20240229", { diff --git a/langchain/src/chat_models/tests/universal.int.test.ts b/langchain/src/chat_models/tests/universal.int.test.ts index dc2c4cfb97dc..5f2eb1a71b07 100644 --- a/langchain/src/chat_models/tests/universal.int.test.ts +++ b/langchain/src/chat_models/tests/universal.int.test.ts @@ -62,12 +62,18 @@ test("Initialize non-configurable models", async () => { }); test("Works with model provider in model name", async () => { - const gpt4 = await initChatModel("openai:gpt-4o-mini", { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + let error: any; + const o3Mini = await initChatModel("openai:o3-mini", { temperature: 0.25, apiKey: openAIApiKey, }); - const result = await gpt4.invoke("what's your name"); - expect(result).toBeDefined(); + try { + await o3Mini.invoke("what's your name"); + } catch (e) { + error = e; + } + expect(error.message).toContain("temperature"); }); test("Create a partially configurable model with no default model", async () => { diff --git a/langchain/src/chat_models/universal.ts b/langchain/src/chat_models/universal.ts index d4e7c861f86a..6b74bb8fb295 100644 --- a/langchain/src/chat_models/universal.ts +++ b/langchain/src/chat_models/universal.ts @@ -814,7 +814,7 @@ export async function initChatModel< ...(fields ?? {}), }; if (modelProvider === undefined && model?.includes(":")) { - const modelComponents = model.split(":", 1); + const modelComponents = model.split(":", 2); if ( _SUPPORTED_PROVIDERS.includes(modelComponents[0] as ChatModelProvider) ) { From c05b77ce76ebeafd98eb10642cb344ab3a3266b9 Mon Sep 17 00:00:00 2001 From: Vedant Mishra <122669445+vedantmishra69@users.noreply.github.com> Date: Tue, 18 Feb 2025 08:00:10 +0530 Subject: [PATCH 26/70] fix: typo in the chatbot tutorial (#7693) --- docs/core_docs/docs/tutorials/chatbot.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/core_docs/docs/tutorials/chatbot.ipynb b/docs/core_docs/docs/tutorials/chatbot.ipynb index 29d8878c2ed6..82d854a0bad8 100644 --- a/docs/core_docs/docs/tutorials/chatbot.ipynb +++ b/docs/core_docs/docs/tutorials/chatbot.ipynb @@ -470,7 +470,7 @@ "]\n", "const output = await app.invoke({ messages: input }, config)\n", "// The output contains all messages in the state.\n", - "// This will long the last message in the conversation.\n", + "// This will log the last message in the conversation.\n", "console.log(output.messages[output.messages.length - 1]);" ] }, From b7626bbf7a847f5365c630c8f53f84b1f72191f2 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 18:31:18 -0800 Subject: [PATCH 27/70] fix(ci): Fix Vercel build (#7717) --- examples/package.json | 1 - libs/langchain-community/package.json | 5 ---- .../src/vectorstores/faiss.ts | 2 ++ .../src/vectorstores/tests/faiss.int.test.ts | 8 +++--- .../src/vectorstores/tests/faiss.test.ts | 14 +++++----- yarn.lock | 26 ------------------- 6 files changed, 14 insertions(+), 42 deletions(-) diff --git a/examples/package.json b/examples/package.json index 957ee04f1596..bc641455e403 100644 --- a/examples/package.json +++ b/examples/package.json @@ -87,7 +87,6 @@ "date-fns": "^3.3.1", "duck-duck-scrape": "^2.2.5", "exa-js": "^1.0.12", - "faiss-node": "^0.5.1", "firebase-admin": "^12.0.0", "graphql": "^16.6.0", "hdb": "^0.19.8", diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index 78066ef946b6..d482909f89cc 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -166,7 +166,6 @@ "eslint-plugin-jest": "^27.6.0", "eslint-plugin-no-instanceof": "^1.0.1", "eslint-plugin-prettier": "^4.2.1", - "faiss-node": "^0.5.1", "fast-xml-parser": "^4.5.1", "firebase-admin": "^11.9.0 || ^12.0.0", "google-auth-library": "^9.10.0", @@ -303,7 +302,6 @@ "dria": "^0.0.3", "duck-duck-scrape": "^2.2.5", "epub2": "^3.0.1", - "faiss-node": "^0.5.1", "fast-xml-parser": "*", "firebase-admin": "^11.9.0 || ^12.0.0", "google-auth-library": "*", @@ -584,9 +582,6 @@ "epub2": { "optional": true }, - "faiss-node": { - "optional": true - }, "fast-xml-parser": { "optional": true }, diff --git a/libs/langchain-community/src/vectorstores/faiss.ts b/libs/langchain-community/src/vectorstores/faiss.ts index 734cc5a69263..ac831da71f5e 100644 --- a/libs/langchain-community/src/vectorstores/faiss.ts +++ b/libs/langchain-community/src/vectorstores/faiss.ts @@ -1,3 +1,5 @@ +/* eslint-disable */ +// @ts-nocheck import type { IndexFlatL2 } from "faiss-node"; import type { NameRegistry, Parser } from "pickleparser"; import * as uuid from "uuid"; diff --git a/libs/langchain-community/src/vectorstores/tests/faiss.int.test.ts b/libs/langchain-community/src/vectorstores/tests/faiss.int.test.ts index ffed4dc7202f..c10ee55b3e06 100644 --- a/libs/langchain-community/src/vectorstores/tests/faiss.int.test.ts +++ b/libs/langchain-community/src/vectorstores/tests/faiss.int.test.ts @@ -8,7 +8,7 @@ import { OpenAIEmbeddings } from "@langchain/openai"; import { Document } from "@langchain/core/documents"; import { FaissStore } from "../faiss.js"; -test("Test FaissStore.fromTexts", async () => { +test.skip("Test FaissStore.fromTexts", async () => { const vectorStore = await FaissStore.fromTexts( ["Hello world", "Bye bye", "hello nice world"], [{ id: 2 }, { id: 1 }, { id: 3 }], @@ -25,7 +25,7 @@ test("Test FaissStore.fromTexts", async () => { expect(resultTwoMetadatas).toEqual([{ id: 2 }, { id: 3 }, { id: 1 }]); }); -test("Test FaissStore.fromTexts + addDocuments", async () => { +test.skip("Test FaissStore.fromTexts + addDocuments", async () => { const vectorStore = await FaissStore.fromTexts( ["Hello world", "Bye bye", "hello nice world"], [{ id: 2 }, { id: 1 }, { id: 3 }], @@ -46,7 +46,7 @@ test("Test FaissStore.fromTexts + addDocuments", async () => { expect(resultTwoMetadatas).toEqual([{ id: 2 }, { id: 3 }, { id: 4 }]); }); -test("Test FaissStore.load and FaissStore.save", async () => { +test.skip("Test FaissStore.load and FaissStore.save", async () => { const vectorStore = await FaissStore.fromTexts( ["Hello world", "Bye bye", "hello nice world"], [{ id: 2 }, { id: 1 }, { id: 3 }], @@ -87,7 +87,7 @@ test("Test FaissStore.load and FaissStore.save", async () => { expect(resultFourMetadatas).toEqual([{ id: 2 }, { id: 3 }, { id: 1 }]); }); -test("Test FaissStore.loadFromPython", async () => { +test.skip("Test FaissStore.loadFromPython", async () => { const __filename = fileURLToPath(import.meta.url); const __dirname = path.dirname(__filename); const loadedFromPythonVectorStore = await FaissStore.loadFromPython( diff --git a/libs/langchain-community/src/vectorstores/tests/faiss.test.ts b/libs/langchain-community/src/vectorstores/tests/faiss.test.ts index e3a39fb51a5f..9fa95213544f 100644 --- a/libs/langchain-community/src/vectorstores/tests/faiss.test.ts +++ b/libs/langchain-community/src/vectorstores/tests/faiss.test.ts @@ -1,9 +1,11 @@ +/* eslint-disable */ +// @ts-nocheck import { test, expect } from "@jest/globals"; import { Document } from "@langchain/core/documents"; import { FakeEmbeddings } from "@langchain/core/utils/testing"; import { FaissStore } from "../faiss.js"; -test("Test FaissStore.fromTexts + addVectors", async () => { +test.skip("Test FaissStore.fromTexts + addVectors", async () => { const vectorStore = await FaissStore.fromTexts( ["Hello world"], [{ id: 2 }], @@ -42,7 +44,7 @@ test("Test FaissStore.fromTexts + addVectors", async () => { expect(resultTwoMetadatas).toEqual([{ id: 4 }, { id: 6 }, { id: 2 }]); }); -test("Test FaissStore.fromDocuments + addVectors", async () => { +test.skip("Test FaissStore.fromDocuments + addVectors", async () => { const vectorStore = await FaissStore.fromDocuments( [ new Document({ @@ -91,7 +93,7 @@ test("Test FaissStore.fromDocuments + addVectors", async () => { ]); }); -test("Test FaissStore.fromIndex + mergeFrom", async () => { +test.skip("Test FaissStore.fromIndex + mergeFrom", async () => { const vectorStore1 = await FaissStore.fromDocuments( [ new Document({ @@ -157,7 +159,7 @@ test("Test FaissStore.fromIndex + mergeFrom", async () => { ]); }); -test("Test FaissStore.addDocuments", async () => { +test.skip("Test FaissStore.addDocuments", async () => { const vectorStore = new FaissStore(new FakeEmbeddings(), {}); const idsReturned = await vectorStore.addDocuments([ { pageContent: "bar", metadata: { id: 4, name: "4" } }, @@ -183,7 +185,7 @@ test("Test FaissStore.addDocuments", async () => { expect(vectorStore.docstore._docs.size).toBe(4); }); -test("Test FaissStore.delete", async () => { +test.skip("Test FaissStore.delete", async () => { const vectorStore = new FaissStore(new FakeEmbeddings(), {}); const ids = ["2", "1", "4"]; const idsReturned = await vectorStore.addVectors( @@ -267,7 +269,7 @@ test("Test FaissStore.delete", async () => { expect(doc3.metadata.tag).toEqual(8); }); -test("Test FaissStore Exceptions", async () => { +test.skip("Test FaissStore Exceptions", async () => { const vectorStore = new FaissStore(new FakeEmbeddings(), {}); expect(() => vectorStore.index).toThrow( "Vector store not initialised yet. Try calling `fromTexts`, `fromDocuments` or `fromIndex` first." diff --git a/yarn.lock b/yarn.lock index 71b247416ac4..9f43677a26c7 100644 --- a/yarn.lock +++ b/yarn.lock @@ -11990,7 +11990,6 @@ __metadata: eslint-plugin-no-instanceof: ^1.0.1 eslint-plugin-prettier: ^4.2.1 expr-eval: ^2.0.2 - faiss-node: ^0.5.1 fast-xml-parser: ^4.5.1 firebase-admin: ^11.9.0 || ^12.0.0 flat: ^5.0.2 @@ -12133,7 +12132,6 @@ __metadata: dria: ^0.0.3 duck-duck-scrape: ^2.2.5 epub2: ^3.0.1 - faiss-node: ^0.5.1 fast-xml-parser: "*" firebase-admin: ^11.9.0 || ^12.0.0 google-auth-library: "*" @@ -12335,8 +12333,6 @@ __metadata: optional: true epub2: optional: true - faiss-node: - optional: true fast-xml-parser: optional: true firebase-admin: @@ -27897,7 +27893,6 @@ __metadata: eslint-plugin-prettier: ^4.2.1 eslint-plugin-unused-imports: ^3.0.0 exa-js: ^1.0.12 - faiss-node: ^0.5.1 firebase-admin: ^12.0.0 graphql: ^16.6.0 hdb: ^0.19.8 @@ -28216,18 +28211,6 @@ __metadata: languageName: node linkType: hard -"faiss-node@npm:^0.5.1": - version: 0.5.1 - resolution: "faiss-node@npm:0.5.1" - dependencies: - bindings: ^1.5.0 - node-addon-api: ^6.0.0 - node-gyp: latest - prebuild-install: ^7.1.1 - checksum: 9c8ba45c004151be6e94460a30b46fdd854de5f067fd18757f388e103276bb4d479db66cd0475961c447c40c11df629612144d31af932984d4b5ca5c5276f508 - languageName: node - linkType: hard - "fast-deep-equal@npm:3.1.3, fast-deep-equal@npm:^3.1.1, fast-deep-equal@npm:^3.1.3": version: 3.1.3 resolution: "fast-deep-equal@npm:3.1.3" @@ -35563,15 +35546,6 @@ __metadata: languageName: node linkType: hard -"node-addon-api@npm:^6.0.0": - version: 6.0.0 - resolution: "node-addon-api@npm:6.0.0" - dependencies: - node-gyp: latest - checksum: a34a901b9f0d6d201a173e12ed378033e4e0f27f77fd27c225dc7e6f96e88a88e94bd78b2b0404fc95deee20a137f1cbfc92738cbfba38862ed9b6c2e61c1ab2 - languageName: node - linkType: hard - "node-addon-api@npm:^7.0.0": version: 7.0.0 resolution: "node-addon-api@npm:7.0.0" From b5a82497cbcc49880e9eae2591faba3c0e7be026 Mon Sep 17 00:00:00 2001 From: Jeremy Tuloup Date: Tue, 18 Feb 2025 03:35:23 +0100 Subject: [PATCH 28/70] fix(community): Fix handling of ChromeAI chunks (#7700) --- libs/langchain-community/src/experimental/llms/chrome_ai.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-community/src/experimental/llms/chrome_ai.ts b/libs/langchain-community/src/experimental/llms/chrome_ai.ts index c41ba13121a6..c107a7c6650a 100644 --- a/libs/langchain-community/src/experimental/llms/chrome_ai.ts +++ b/libs/langchain-community/src/experimental/llms/chrome_ai.ts @@ -194,7 +194,7 @@ export class ChromeAI extends LLM { let previousContent = ""; for await (const chunk of iterableStream) { - const newContent = chunk.slice(previousContent.length); + const newContent = chunk; previousContent += newContent; yield new GenerationChunk({ text: newContent, From 473ef0ecd92be9381f78cee1d12f4f8e09860565 Mon Sep 17 00:00:00 2001 From: allen Date: Mon, 17 Feb 2025 18:37:42 -0800 Subject: [PATCH 29/70] fix(redis): Add TTL support for redis vector store (#7695) --- .../src/tests/vectorstores.test.ts | 22 +++++++++++++++++++ libs/langchain-redis/src/vectorstores.ts | 10 ++++++++- 2 files changed, 31 insertions(+), 1 deletion(-) diff --git a/libs/langchain-redis/src/tests/vectorstores.test.ts b/libs/langchain-redis/src/tests/vectorstores.test.ts index a590074c0b66..1a2041b6e54f 100644 --- a/libs/langchain-redis/src/tests/vectorstores.test.ts +++ b/libs/langchain-redis/src/tests/vectorstores.test.ts @@ -6,6 +6,7 @@ import { RedisVectorStore } from "../vectorstores.js"; const createRedisClientMockup = () => { const hSetMock = jest.fn(); + const expireMock = jest.fn(); return { ft: { @@ -20,9 +21,11 @@ const createRedisClientMockup = () => { dropIndex: jest.fn(), }, hSet: hSetMock, + expire: expireMock, multi: jest.fn().mockImplementation(() => ({ exec: jest.fn(), hSet: hSetMock, + expire: expireMock, })), }; }; @@ -83,6 +86,25 @@ test("RedisVectorStore with generated keys", async () => { expect(results).toHaveLength(0); }); +test("RedisVectorStore with TTL", async () => { + const client = createRedisClientMockup(); + const embeddings = new FakeEmbeddings(); + const ttl = 10; + const store = new RedisVectorStore(embeddings, { + redisClient: client as any, + indexName: "documents", + ttl, + }); + + expect(store).toBeDefined(); + + await store.addDocuments([{ pageContent: "hello", metadata: { a: 1 } }]); + + expect(client.hSet).toHaveBeenCalledTimes(1); + expect(client.expire).toHaveBeenCalledTimes(1); + expect(client.expire).toHaveBeenCalledWith("doc:documents:0", ttl); +}); + test("RedisVectorStore with filters", async () => { const client = createRedisClientMockup(); const embeddings = new FakeEmbeddings(); diff --git a/libs/langchain-redis/src/vectorstores.ts b/libs/langchain-redis/src/vectorstores.ts index 82f4d8976d81..db09b15c5c80 100644 --- a/libs/langchain-redis/src/vectorstores.ts +++ b/libs/langchain-redis/src/vectorstores.ts @@ -62,7 +62,7 @@ export type RedisVectorStoreIndexOptions = Omit< /** * Interface for the configuration of the RedisVectorStore. It includes * the Redis client, index name, index options, key prefix, content key, - * metadata key, vector key, and filter. + * metadata key, vector key, filter and ttl. */ export interface RedisVectorStoreConfig { redisClient: @@ -76,6 +76,7 @@ export interface RedisVectorStoreConfig { metadataKey?: string; vectorKey?: string; filter?: RedisVectorStoreFilterType; + ttl?: number; // ttl in second } /** @@ -123,6 +124,8 @@ export class RedisVectorStore extends VectorStore { filter?: RedisVectorStoreFilterType; + ttl?: number; + _vectorstoreType(): string { return "redis"; } @@ -144,6 +147,7 @@ export class RedisVectorStore extends VectorStore { this.metadataKey = _dbConfig.metadataKey ?? "metadata"; this.vectorKey = _dbConfig.vectorKey ?? "content_vector"; this.filter = _dbConfig.filter; + this.ttl = _dbConfig.ttl; this.createIndexOptions = { ON: "HASH", PREFIX: this.keyPrefix, @@ -208,6 +212,10 @@ export class RedisVectorStore extends VectorStore { [this.metadataKey]: this.escapeSpecialChars(JSON.stringify(metadata)), }); + if (this.ttl) { + multi.expire(key, this.ttl); + } + // write batch if (idx % batchSize === 0) { await multi.exec(); From 54b68a4eaa92ab4483280928280414ad4ecf6d86 Mon Sep 17 00:00:00 2001 From: allen Date: Mon, 17 Feb 2025 18:38:10 -0800 Subject: [PATCH 30/70] fix(redis): update wrong redis setup link (#7698) --- libs/langchain-redis/src/vectorstores.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-redis/src/vectorstores.ts b/libs/langchain-redis/src/vectorstores.ts index db09b15c5c80..e9112ea9394a 100644 --- a/libs/langchain-redis/src/vectorstores.ts +++ b/libs/langchain-redis/src/vectorstores.ts @@ -340,7 +340,7 @@ export class RedisVectorStore extends VectorStore { // eslint-disable-next-line @typescript-eslint/no-explicit-any if ((err as any)?.message.includes("unknown command")) { throw new Error( - "Failed to run FT.INFO command. Please ensure that you are running a RediSearch-capable Redis instance: https://js.langchain.com/docs/modules/data_connection/vectorstores/integrations/redis#setup" + "Failed to run FT.INFO command. Please ensure that you are running a RediSearch-capable Redis instance: https://js.langchain.com/docs/integrations/vectorstores/redis/#setup" ); } // index doesn't exist From b2d6b74507db39deffcc45b639971cc4646a8441 Mon Sep 17 00:00:00 2001 From: Nicolas <8360521+nicolas-geysse@users.noreply.github.com> Date: Tue, 18 Feb 2025 03:57:44 +0100 Subject: [PATCH 31/70] feat(community): Update Voyage embeddings parameters (#7689) Co-authored-by: jacoblee93 --- .../integrations/text_embedding/voyageai.mdx | 11 ++++ .../src/embeddings/voyage.ts | 63 ++++++++++++++++++- 2 files changed, 72 insertions(+), 2 deletions(-) diff --git a/docs/core_docs/docs/integrations/text_embedding/voyageai.mdx b/docs/core_docs/docs/integrations/text_embedding/voyageai.mdx index ae3d3a5cb543..b895b0e65b32 100644 --- a/docs/core_docs/docs/integrations/text_embedding/voyageai.mdx +++ b/docs/core_docs/docs/integrations/text_embedding/voyageai.mdx @@ -8,12 +8,23 @@ The `inputType` parameter allows you to specify the type of input text for bette - `document`: Use this for documents or content that you want to be retrievable. Voyage AI will prepend a prompt to optimize the embeddings for document use cases. - `None` (default): The input text will be directly encoded without any additional prompt. +Additionally, the class supports new parameters for further customization of the embedding process: + +- **truncation**: Whether to truncate the input texts to the maximum length allowed by the model. +- **outputDimension**: The desired dimension of the output embeddings. +- **outputDtype**: The data type of the output embeddings. Can be `"float"` or `"int8"`. +- **encodingFormat**: The format of the output embeddings. Can be `"float"`, `"base64"`, or `"ubinary"`. + ```typescript import { VoyageEmbeddings } from "@langchain/community/embeddings/voyage"; const embeddings = new VoyageEmbeddings({ apiKey: "YOUR-API-KEY", // In Node.js defaults to process.env.VOYAGEAI_API_KEY inputType: "document", // Optional: specify input type as 'query', 'document', or omit for None / Undefined / Null + truncation: true, // Optional: enable truncation of input texts + outputDimension: 768, // Optional: set desired output embedding dimension + outputDtype: "float", // Optional: set output data type ("float" or "int8") + encodingFormat: "float", // Optional: set output encoding format ("float", "base64", or "ubinary") }); ``` diff --git a/libs/langchain-community/src/embeddings/voyage.ts b/libs/langchain-community/src/embeddings/voyage.ts index 8d8f80be1395..15d6f8a57885 100644 --- a/libs/langchain-community/src/embeddings/voyage.ts +++ b/libs/langchain-community/src/embeddings/voyage.ts @@ -19,6 +19,26 @@ export interface VoyageEmbeddingsParams extends EmbeddingsParams { * Input type for the embeddings request. */ inputType?: string; + + /** + * Whether to truncate the input texts to the maximum length allowed by the model. + */ + truncation?: boolean; + + /** + * The desired dimension of the output embeddings. + */ + outputDimension?: number; + + /** + * The data type of the output embeddings. Can be "float" or "int8". + */ + outputDtype?: string; + + /** + * The format of the output embeddings. Can be "float", "base64", or "ubinary". + */ + encodingFormat?: string; } /** @@ -42,6 +62,26 @@ export interface CreateVoyageEmbeddingRequest { * Input type for the embeddings request. */ input_type?: string; + + /** + * Whether to truncate the input texts. + */ + truncation?: boolean; + + /** + * The desired dimension of the output embeddings. + */ + output_dimension?: number; + + /** + * The data type of the output embeddings. + */ + output_dtype?: string; + + /** + * The format of the output embeddings. + */ + encoding_format?: string; } /** @@ -65,6 +105,14 @@ export class VoyageEmbeddings inputType?: string; + truncation?: boolean; + + outputDimension?: number; + + outputDtype?: string; + + encodingFormat?: string; + /** * Constructor for the VoyageEmbeddings class. * @param fields - An optional object with properties to configure the instance. @@ -73,7 +121,7 @@ export class VoyageEmbeddings fields?: Partial & { verbose?: boolean; apiKey?: string; - inputType?: string; // Make inputType optional + inputType?: string; } ) { const fieldsWithDefaults = { ...fields }; @@ -92,6 +140,10 @@ export class VoyageEmbeddings this.apiKey = apiKey; this.apiUrl = `${this.basePath}/embeddings`; this.inputType = fieldsWithDefaults?.inputType; + this.truncation = fieldsWithDefaults?.truncation; + this.outputDimension = fieldsWithDefaults?.outputDimension; + this.outputDtype = fieldsWithDefaults?.outputDtype; + this.encodingFormat = fieldsWithDefaults?.encodingFormat; } /** @@ -107,6 +159,10 @@ export class VoyageEmbeddings model: this.modelName, input: batch, input_type: this.inputType, + truncation: this.truncation, + output_dimension: this.outputDimension, + output_dtype: this.outputDtype, + encoding_format: this.encodingFormat, }) ); @@ -135,6 +191,10 @@ export class VoyageEmbeddings model: this.modelName, input: text, input_type: this.inputType, + truncation: this.truncation, + output_dimension: this.outputDimension, + output_dtype: this.outputDtype, + encoding_format: this.encodingFormat, }); return data[0].embedding; @@ -145,7 +205,6 @@ export class VoyageEmbeddings * @param request - An object with properties to configure the request. * @returns A Promise that resolves to the response from the Voyage AI API. */ - private async embeddingWithRetry(request: CreateVoyageEmbeddingRequest) { const makeCompletionRequest = async () => { const url = `${this.apiUrl}`; From 195cfffbfcefc774457c7f06ed7721b630e3ef47 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 19:03:15 -0800 Subject: [PATCH 32/70] release(redis): 0.1.1 (#7718) --- libs/langchain-redis/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-redis/package.json b/libs/langchain-redis/package.json index 1423dd7f5e19..24b0d90f447c 100644 --- a/libs/langchain-redis/package.json +++ b/libs/langchain-redis/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/redis", - "version": "0.1.0", + "version": "0.1.1", "description": "Sample integration for LangChain.js", "type": "module", "engines": { From 81d9f3297e2a0c308f1b117d13f6ba3eb50cec34 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 19:06:40 -0800 Subject: [PATCH 33/70] release(community): 0.3.31 (#7719) --- libs/langchain-community/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index d482909f89cc..abfb1772d215 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/community", - "version": "0.3.30", + "version": "0.3.31", "description": "Third-party integrations for LangChain.js", "type": "module", "engines": { From 993d0f8ce5861eb1eb4bcbadc45dd15f28ebc22f Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 17 Feb 2025 19:10:47 -0800 Subject: [PATCH 34/70] Release 0.3.18 (#7720) --- langchain/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain/package.json b/langchain/package.json index 5e8b6b161d2e..86a9d803b472 100644 --- a/langchain/package.json +++ b/langchain/package.json @@ -1,6 +1,6 @@ { "name": "langchain", - "version": "0.3.17", + "version": "0.3.18", "description": "Typescript bindings for langchain", "type": "module", "engines": { From f755f8478b9aa8fec15b7d6cbc33803c67929fd2 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Tue, 18 Feb 2025 10:40:44 -0800 Subject: [PATCH 35/70] feat(xai): xAI polish (#7722) --- libs/langchain-xai/package.json | 4 +- libs/langchain-xai/src/chat_models.ts | 105 ++++++++++++++++++ .../src/tests/chat_models.int.test.ts | 8 +- .../chat_models_structured_output.int.test.ts | 22 ++-- yarn.lock | 2 +- 5 files changed, 122 insertions(+), 19 deletions(-) diff --git a/libs/langchain-xai/package.json b/libs/langchain-xai/package.json index 62dd7a368cb8..f7e36af29018 100644 --- a/libs/langchain-xai/package.json +++ b/libs/langchain-xai/package.json @@ -35,7 +35,8 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@langchain/openai": "~0.3.0" + "@langchain/openai": "~0.4.4", + "zod": "^3.24.2" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" @@ -67,7 +68,6 @@ "rollup": "^4.5.2", "ts-jest": "^29.1.0", "typescript": "<5.2.0", - "zod": "^3.22.4", "zod-to-json-schema": "^3.23.1" }, "publishConfig": { diff --git a/libs/langchain-xai/src/chat_models.ts b/libs/langchain-xai/src/chat_models.ts index 8a948e630945..37d85889c636 100644 --- a/libs/langchain-xai/src/chat_models.ts +++ b/libs/langchain-xai/src/chat_models.ts @@ -1,3 +1,4 @@ +import { BaseLanguageModelInput } from "@langchain/core/language_models/base"; import { BaseChatModelCallOptions, BindToolsInput, @@ -5,13 +6,17 @@ import { type BaseChatModelParams, } from "@langchain/core/language_models/chat_models"; import { Serialized } from "@langchain/core/load/serializable"; +import { AIMessageChunk, BaseMessage } from "@langchain/core/messages"; +import { Runnable } from "@langchain/core/runnables"; import { getEnvironmentVariable } from "@langchain/core/utils/env"; import { type OpenAICoreRequestOptions, type OpenAIClient, ChatOpenAI, OpenAIToolChoice, + ChatOpenAIStructuredOutputMethodOptions, } from "@langchain/openai"; +import { z } from "zod"; type ChatXAIToolType = BindToolsInput | OpenAIClient.ChatCompletionTool; @@ -494,4 +499,104 @@ export class ChatXAI extends ChatOpenAI { return super.completionWithRetry(newRequest, options); } + + protected override _convertOpenAIDeltaToBaseMessageChunk( + // eslint-disable-next-line @typescript-eslint/no-explicit-any + delta: Record, + rawResponse: OpenAIClient.ChatCompletionChunk, + defaultRole?: + | "function" + | "user" + | "system" + | "developer" + | "assistant" + | "tool" + ) { + const messageChunk: AIMessageChunk = + super._convertOpenAIDeltaToBaseMessageChunk( + delta, + rawResponse, + defaultRole + ); + // Make concatenating chunks work without merge warning + if (!rawResponse.choices[0]?.finish_reason) { + delete messageChunk.response_metadata.usage; + delete messageChunk.usage_metadata; + } else { + messageChunk.usage_metadata = messageChunk.response_metadata.usage; + } + return messageChunk; + } + + protected override _convertOpenAIChatCompletionMessageToBaseMessage( + message: OpenAIClient.ChatCompletionMessage, + rawResponse: OpenAIClient.ChatCompletion + ) { + const langChainMessage = + super._convertOpenAIChatCompletionMessageToBaseMessage( + message, + rawResponse + ); + langChainMessage.additional_kwargs.reasoning_content = + // eslint-disable-next-line @typescript-eslint/no-explicit-any + (message as any).reasoning_content; + return langChainMessage; + } + + override withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: ChatOpenAIStructuredOutputMethodOptions + ): Runnable; + + override withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: ChatOpenAIStructuredOutputMethodOptions + ): Runnable; + + override withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: ChatOpenAIStructuredOutputMethodOptions + ): + | Runnable + | Runnable; + + override withStructuredOutput< + // eslint-disable-next-line @typescript-eslint/no-explicit-any + RunOutput extends Record = Record + >( + outputSchema: + | z.ZodType + // eslint-disable-next-line @typescript-eslint/no-explicit-any + | Record, + config?: ChatOpenAIStructuredOutputMethodOptions + ): + | Runnable + | Runnable< + BaseLanguageModelInput, + { raw: BaseMessage; parsed: RunOutput } + > { + const ensuredConfig = { ...config }; + if (ensuredConfig?.method === undefined) { + ensuredConfig.method = "functionCalling"; + } + return super.withStructuredOutput(outputSchema, ensuredConfig); + } } diff --git a/libs/langchain-xai/src/tests/chat_models.int.test.ts b/libs/langchain-xai/src/tests/chat_models.int.test.ts index efb6b04371fd..4d4564b1c4de 100644 --- a/libs/langchain-xai/src/tests/chat_models.int.test.ts +++ b/libs/langchain-xai/src/tests/chat_models.int.test.ts @@ -68,7 +68,7 @@ test("streaming", async () => { test("invoke with bound tools", async () => { const chat = new ChatXAI({ maxRetries: 0, - model: "grok-beta", + model: "grok-2-1212", }); const message = new HumanMessage("What is the current weather in Hawaii?"); const res = await chat @@ -144,7 +144,7 @@ test("stream with bound tools, yielding a single chunk", async () => { test("Few shotting with tool calls", async () => { const chat = new ChatXAI({ - model: "grok-beta", + model: "grok-2-1212", temperature: 0, }).bind({ tools: [ @@ -194,9 +194,9 @@ test("Few shotting with tool calls", async () => { expect(res.content).toContain("24"); }); -test("Groq can stream tool calls", async () => { +test("xAI can stream tool calls", async () => { const model = new ChatXAI({ - model: "grok-beta", + model: "grok-2-1212", temperature: 0, }); diff --git a/libs/langchain-xai/src/tests/chat_models_structured_output.int.test.ts b/libs/langchain-xai/src/tests/chat_models_structured_output.int.test.ts index 61071a5b2f4f..63aec34b539f 100644 --- a/libs/langchain-xai/src/tests/chat_models_structured_output.int.test.ts +++ b/libs/langchain-xai/src/tests/chat_models_structured_output.int.test.ts @@ -7,7 +7,7 @@ import { ChatXAI } from "../chat_models.js"; test("withStructuredOutput zod schema function calling", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ @@ -37,7 +37,7 @@ test("withStructuredOutput zod schema function calling", async () => { test("withStructuredOutput zod schema JSON mode", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ @@ -76,7 +76,7 @@ Respond with a JSON object containing three keys: test("withStructuredOutput JSON schema function calling", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ @@ -106,7 +106,7 @@ test("withStructuredOutput JSON schema function calling", async () => { test("withStructuredOutput OpenAI function definition function calling", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ @@ -120,14 +120,12 @@ test("withStructuredOutput OpenAI function definition function calling", async ( }); const prompt = ChatPromptTemplate.fromMessages([ - "system", - `You are VERY bad at math and must always use a calculator.`, - "human", - "Please help me!! What is 2 + 2?", + ["system", `You are VERY bad at math and must always use a calculator.`], + ["human", "Please help me!! What is 2 + 2?"], ]); const chain = prompt.pipe(modelWithStructuredOutput); const result = await chain.invoke({}); - // console.log(result); + expect("operation" in result).toBe(true); expect("number1" in result).toBe(true); expect("number2" in result).toBe(true); @@ -136,7 +134,7 @@ test("withStructuredOutput OpenAI function definition function calling", async ( test("withStructuredOutput JSON schema JSON mode", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ @@ -175,7 +173,7 @@ Respond with a JSON object containing three keys: test("withStructuredOutput JSON schema", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const jsonSchema = { @@ -216,7 +214,7 @@ Respond with a JSON object containing three keys: test("withStructuredOutput includeRaw true", async () => { const model = new ChatXAI({ temperature: 0, - model: "grok-beta", + model: "grok-2-1212", }); const calculatorSchema = z.object({ diff --git a/yarn.lock b/yarn.lock index 9f43677a26c7..6577a7d34db7 100644 --- a/yarn.lock +++ b/yarn.lock @@ -13335,7 +13335,7 @@ __metadata: rollup: ^4.5.2 ts-jest: ^29.1.0 typescript: <5.2.0 - zod: ^3.22.4 + zod: ^3.24.2 zod-to-json-schema: ^3.23.1 peerDependencies: "@langchain/core": ">=0.2.21 <0.4.0" From c65147da655558125f8a43860a1ba4d4c95c4122 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Tue, 18 Feb 2025 11:30:57 -0800 Subject: [PATCH 36/70] feat(langchain): Adds xAI to initChatModel (#7721) --- langchain/package.json | 5 +++++ langchain/src/chat_models/universal.ts | 9 ++++++++- libs/langchain-xai/src/chat_models.ts | 2 +- libs/langchain-xai/src/tests/chat_models.test.ts | 13 +++++++++---- yarn.lock | 6 +++++- 5 files changed, 28 insertions(+), 7 deletions(-) diff --git a/langchain/package.json b/langchain/package.json index 86a9d803b472..da99e6f218c5 100644 --- a/langchain/package.json +++ b/langchain/package.json @@ -428,6 +428,7 @@ "@langchain/mistralai": "*", "@langchain/ollama": "*", "@langchain/scripts": ">=0.1.0 <0.2.0", + "@langchain/xai": "*", "@swc/core": "^1.3.90", "@swc/jest": "^0.2.29", "@tsconfig/recommended": "^1.0.2", @@ -477,6 +478,7 @@ "@langchain/groq": "*", "@langchain/mistralai": "*", "@langchain/ollama": "*", + "@langchain/xai": "*", "axios": "*", "cheerio": "*", "handlebars": "^4.7.8", @@ -517,6 +519,9 @@ "@langchain/ollama": { "optional": true }, + "@langchain/xai": { + "optional": true + }, "axios": { "optional": true }, diff --git a/langchain/src/chat_models/universal.ts b/langchain/src/chat_models/universal.ts index 6b74bb8fb295..5f4f33a0f36c 100644 --- a/langchain/src/chat_models/universal.ts +++ b/langchain/src/chat_models/universal.ts @@ -50,6 +50,7 @@ const _SUPPORTED_PROVIDERS = [ "bedrock", "cerebras", "deepseek", + "xai", ] as const; export type ChatModelProvider = (typeof _SUPPORTED_PROVIDERS)[number]; @@ -135,6 +136,10 @@ async function _initChatModelHelper( const { ChatDeepSeek } = await import("@langchain/deepseek"); return new ChatDeepSeek({ model, ...passedParams }); } + case "xai": { + const { ChatXAI } = await import("@langchain/xai"); + return new ChatXAI({ model, ...passedParams }); + } case "fireworks": { const { ChatFireworks } = await import( // We can not 'expect-error' because if you explicitly build `@langchain/community` @@ -194,7 +199,8 @@ export function _inferModelProvider(modelName: string): string | undefined { if ( modelName.startsWith("gpt-3") || modelName.startsWith("gpt-4") || - modelName.startsWith("o1") + modelName.startsWith("o1") || + modelName.startsWith("o3") ) { return "openai"; } else if (modelName.startsWith("claude")) { @@ -618,6 +624,7 @@ export async function initChatModel< * - ollama (@langchain/ollama) * - cerebras (@langchain/cerebras) * - deepseek (@langchain/deepseek) + * - xai (@langchain/xai) * @param {string[] | "any"} [fields.configurableFields] - Which model parameters are configurable: * - undefined: No configurable fields. * - "any": All fields are configurable. (See Security Note in description) diff --git a/libs/langchain-xai/src/chat_models.ts b/libs/langchain-xai/src/chat_models.ts index 37d85889c636..31c20718bf64 100644 --- a/libs/langchain-xai/src/chat_models.ts +++ b/libs/langchain-xai/src/chat_models.ts @@ -396,7 +396,7 @@ export class ChatXAI extends ChatOpenAI { } _llmType() { - return "xAI"; + return "xai"; } get lc_secrets(): { [key: string]: string } | undefined { diff --git a/libs/langchain-xai/src/tests/chat_models.test.ts b/libs/langchain-xai/src/tests/chat_models.test.ts index 0412b08853eb..239d3b5c9e36 100644 --- a/libs/langchain-xai/src/tests/chat_models.test.ts +++ b/libs/langchain-xai/src/tests/chat_models.test.ts @@ -2,19 +2,24 @@ import { test, expect } from "@jest/globals"; import { ChatXAI } from "../chat_models.js"; +beforeEach(() => { + process.env.XAI_API_KEY = "foo"; +}); + test("Serialization", () => { + delete process.env.XAI_API_KEY; const model = new ChatXAI({ - apiKey: "foo", + model: "grok-2-1212", + apiKey: "bar", }); expect(JSON.stringify(model)).toEqual( - `{"lc":1,"type":"constructor","id":["langchain","chat_models","xai","ChatXAI"],"kwargs":{"api_key":{"lc":1,"type":"secret","id":["XAI_API_KEY"]}}}` + `{"lc":1,"type":"constructor","id":["langchain","chat_models","xai","ChatXAI"],"kwargs":{"model":"grok-2-1212"}}` ); }); test("Serialization with no params", () => { - process.env.GROQ_API_KEY = "foo"; const model = new ChatXAI(); expect(JSON.stringify(model)).toEqual( - `{"lc":1,"type":"constructor","id":["langchain","chat_models","xai","ChatXAI"],"kwargs":{"api_key":{"lc":1,"type":"secret","id":["XAI_API_KEY"]}}}` + `{"lc":1,"type":"constructor","id":["langchain","chat_models","xai","ChatXAI"],"kwargs":{"model":"grok-beta"}}` ); }); diff --git a/yarn.lock b/yarn.lock index 6577a7d34db7..799db67842a7 100644 --- a/yarn.lock +++ b/yarn.lock @@ -13305,7 +13305,7 @@ __metadata: languageName: unknown linkType: soft -"@langchain/xai@workspace:*, @langchain/xai@workspace:libs/langchain-xai": +"@langchain/xai@*, @langchain/xai@workspace:*, @langchain/xai@workspace:libs/langchain-xai": version: 0.0.0-use.local resolution: "@langchain/xai@workspace:libs/langchain-xai" dependencies: @@ -33472,6 +33472,7 @@ __metadata: "@langchain/openai": ">=0.1.0 <0.5.0" "@langchain/scripts": ">=0.1.0 <0.2.0" "@langchain/textsplitters": ">=0.0.0 <0.2.0" + "@langchain/xai": "*" "@swc/core": ^1.3.90 "@swc/jest": ^0.2.29 "@tsconfig/recommended": ^1.0.2 @@ -33530,6 +33531,7 @@ __metadata: "@langchain/groq": "*" "@langchain/mistralai": "*" "@langchain/ollama": "*" + "@langchain/xai": "*" axios: "*" cheerio: "*" handlebars: ^4.7.8 @@ -33558,6 +33560,8 @@ __metadata: optional: true "@langchain/ollama": optional: true + "@langchain/xai": + optional: true axios: optional: true cheerio: From 39b74b973ad5843c96cc1081de91931ea7f0798a Mon Sep 17 00:00:00 2001 From: Brace Sproul Date: Tue, 18 Feb 2025 20:31:22 -0800 Subject: [PATCH 37/70] release(xai): 0.0.2 (#7723) --- libs/langchain-xai/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-xai/package.json b/libs/langchain-xai/package.json index f7e36af29018..c44b78501f8c 100644 --- a/libs/langchain-xai/package.json +++ b/libs/langchain-xai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/xai", - "version": "0.0.1", + "version": "0.0.2", "description": "xAI integration for LangChain.js", "type": "module", "engines": { From cfd1513ffb01629626a04dffd7248fbdd1970e86 Mon Sep 17 00:00:00 2001 From: Brace Sproul Date: Tue, 18 Feb 2025 20:34:08 -0800 Subject: [PATCH 38/70] release(langchain): 0.3.19 (#7724) --- langchain/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain/package.json b/langchain/package.json index da99e6f218c5..704f3dc99500 100644 --- a/langchain/package.json +++ b/langchain/package.json @@ -1,6 +1,6 @@ { "name": "langchain", - "version": "0.3.18", + "version": "0.3.19", "description": "Typescript bindings for langchain", "type": "module", "engines": { From 7684485898fac3a186cdf769dd2ef4917f8575ed Mon Sep 17 00:00:00 2001 From: Kenneth Kreindler <42113355+KDKHD@users.noreply.github.com> Date: Thu, 20 Feb 2025 03:17:13 +0000 Subject: [PATCH 39/70] feat(community,aws): Update @aws-sdk/* dependencies in langchain-aws (#7710) --- libs/langchain-aws/package.json | 10 +- libs/langchain-community/package.json | 36 +- yarn.lock | 22703 +++++++++--------------- 3 files changed, 8414 insertions(+), 14335 deletions(-) diff --git a/libs/langchain-aws/package.json b/libs/langchain-aws/package.json index 50a419fb57e2..0474988ee907 100644 --- a/libs/langchain-aws/package.json +++ b/libs/langchain-aws/package.json @@ -32,10 +32,10 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@aws-sdk/client-bedrock-agent-runtime": "^3.616.0", - "@aws-sdk/client-bedrock-runtime": "^3.602.0", - "@aws-sdk/client-kendra": "^3.352.0", - "@aws-sdk/credential-provider-node": "^3.600.0", + "@aws-sdk/client-bedrock-agent-runtime": "^3.749.0", + "@aws-sdk/client-bedrock-runtime": "^3.749.0", + "@aws-sdk/client-kendra": "^3.749.0", + "@aws-sdk/credential-provider-node": "^3.749.0", "zod": "^3.23.8", "zod-to-json-schema": "^3.22.5" }, @@ -43,7 +43,7 @@ "@langchain/core": ">=0.2.21 <0.4.0" }, "devDependencies": { - "@aws-sdk/types": "^3.609.0", + "@aws-sdk/types": "^3.734.0", "@jest/globals": "^29.5.0", "@langchain/core": "workspace:*", "@langchain/scripts": ">=0.1.0 <0.2.0", diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index abfb1772d215..c9f4dbabd580 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -49,16 +49,16 @@ "devDependencies": { "@arcjet/redact": "^v1.0.0-alpha.23", "@aws-crypto/sha256-js": "^5.0.0", - "@aws-sdk/client-bedrock-agent-runtime": "^3.583.0", - "@aws-sdk/client-bedrock-runtime": "^3.422.0", - "@aws-sdk/client-dynamodb": "^3.310.0", - "@aws-sdk/client-kendra": "^3.352.0", - "@aws-sdk/client-lambda": "^3.310.0", - "@aws-sdk/client-s3": "^3.310.0", - "@aws-sdk/client-sagemaker-runtime": "^3.414.0", - "@aws-sdk/client-sfn": "^3.362.0", - "@aws-sdk/credential-provider-node": "^3.388.0", - "@aws-sdk/types": "^3.357.0", + "@aws-sdk/client-bedrock-agent-runtime": "^3.749.0", + "@aws-sdk/client-bedrock-runtime": "^3.749.0", + "@aws-sdk/client-dynamodb": "^3.749.0", + "@aws-sdk/client-kendra": "^3.749.0", + "@aws-sdk/client-lambda": "^3.749.0", + "@aws-sdk/client-s3": "^3.749.0", + "@aws-sdk/client-sagemaker-runtime": "^3.749.0", + "@aws-sdk/client-sfn": "^3.749.0", + "@aws-sdk/credential-provider-node": "^3.749.0", + "@aws-sdk/types": "^3.734.0", "@azure/search-documents": "^12.0.0", "@azure/storage-blob": "^12.15.0", "@browserbasehq/sdk": "^1.1.5", @@ -223,14 +223,14 @@ "peerDependencies": { "@arcjet/redact": "^v1.0.0-alpha.23", "@aws-crypto/sha256-js": "^5.0.0", - "@aws-sdk/client-bedrock-agent-runtime": "^3.583.0", - "@aws-sdk/client-bedrock-runtime": "^3.422.0", - "@aws-sdk/client-dynamodb": 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linkType: hard -"fast-xml-parser@npm:^4.3.0": - version: 4.3.4 - resolution: "fast-xml-parser@npm:4.3.4" +"fast-xml-parser@npm:4.4.1, fast-xml-parser@npm:^4.4.1": + version: 4.4.1 + resolution: "fast-xml-parser@npm:4.4.1" dependencies: strnum: ^1.0.5 bin: fxparser: src/cli/cli.js - checksum: ab88177343f6d3d971d53462db3011003a83eb8a8db704840127ddaaf27105ea90cdf7903a0f9b2e1279ccc4adfca8dfc0277b33bae6262406f10c16bd60ccf9 + checksum: f440c01cd141b98789ae777503bcb6727393296094cc82924ae9f88a5b971baa4eec7e65306c7e07746534caa661fc83694ff437d9012dc84dee39dfbfaab947 languageName: node linkType: hard -"fast-xml-parser@npm:^4.4.1": - version: 4.4.1 - resolution: "fast-xml-parser@npm:4.4.1" +"fast-xml-parser@npm:^4.3.0": + version: 4.3.4 + resolution: "fast-xml-parser@npm:4.3.4" dependencies: strnum: ^1.0.5 bin: fxparser: src/cli/cli.js - checksum: f440c01cd141b98789ae777503bcb6727393296094cc82924ae9f88a5b971baa4eec7e65306c7e07746534caa661fc83694ff437d9012dc84dee39dfbfaab947 + checksum: ab88177343f6d3d971d53462db3011003a83eb8a8db704840127ddaaf27105ea90cdf7903a0f9b2e1279ccc4adfca8dfc0277b33bae6262406f10c16bd60ccf9 languageName: node linkType: hard From dd581e40d6460dc883f3ff515d5ad902d43d2715 Mon Sep 17 00:00:00 2001 From: Daniel Katz Date: Fri, 21 Feb 2025 02:04:05 +0200 Subject: [PATCH 40/70] fix(core): Fix issue in .d.ts typing for TextEncoder (#7726) --- langchain-core/src/output_parsers/bytes.ts | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/langchain-core/src/output_parsers/bytes.ts b/langchain-core/src/output_parsers/bytes.ts index b6ebdb4708df..8c99bfc38713 100644 --- a/langchain-core/src/output_parsers/bytes.ts +++ b/langchain-core/src/output_parsers/bytes.ts @@ -13,9 +13,7 @@ export class BytesOutputParser extends BaseTransformOutputParser { lc_serializable = true; - // TODO: Figure out why explicit typing is needed - // eslint-disable-next-line @typescript-eslint/no-explicit-any - protected textEncoder: any = new TextEncoder(); + protected textEncoder: InstanceType = new TextEncoder(); parse(text: string): Promise { return Promise.resolve(this.textEncoder.encode(text)); From 0412b4f7070f4742271428577cb61c9fbe797a92 Mon Sep 17 00:00:00 2001 From: Allen Firstenberg Date: Thu, 20 Feb 2025 19:04:29 -0500 Subject: [PATCH 41/70] fix(google-genai): Support larger range of temperatures for Gemini models (#7703) Co-authored-by: Jacob Lee --- libs/langchain-google-genai/src/chat_models.ts | 6 +++--- libs/langchain-google-genai/src/tests/chat_models.test.ts | 4 ++-- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/libs/langchain-google-genai/src/chat_models.ts b/libs/langchain-google-genai/src/chat_models.ts index 799cf523a841..fc3096758445 100644 --- a/libs/langchain-google-genai/src/chat_models.ts +++ b/libs/langchain-google-genai/src/chat_models.ts @@ -101,7 +101,7 @@ export interface GoogleGenerativeAIChatInput /** * Controls the randomness of the output. * - * Values can range from [0.0,1.0], inclusive. A value closer to 1.0 + * Values can range from [0.0,2.0], inclusive. A value closer to 2.0 * will produce responses that are more varied and creative, while * a value closer to 0.0 will typically result in less surprising * responses from the model. @@ -644,8 +644,8 @@ export class ChatGoogleGenerativeAI } this.temperature = fields?.temperature ?? this.temperature; - if (this.temperature && (this.temperature < 0 || this.temperature > 1)) { - throw new Error("`temperature` must be in the range of [0.0,1.0]"); + if (this.temperature && (this.temperature < 0 || this.temperature > 2)) { + throw new Error("`temperature` must be in the range of [0.0,2.0]"); } this.topP = fields?.topP ?? this.topP; diff --git a/libs/langchain-google-genai/src/tests/chat_models.test.ts b/libs/langchain-google-genai/src/tests/chat_models.test.ts index 73cc321abd7c..db18639e9939 100644 --- a/libs/langchain-google-genai/src/tests/chat_models.test.ts +++ b/libs/langchain-google-genai/src/tests/chat_models.test.ts @@ -28,7 +28,7 @@ function extractKeys(obj: Record, keys: string[] = []) { return keys; } -test("Google AI - `temperature` must be in range [0.0,1.0]", async () => { +test("Google AI - `temperature` must be in range [0.0,2.0]", async () => { expect( () => new ChatGoogleGenerativeAI({ @@ -38,7 +38,7 @@ test("Google AI - `temperature` must be in range [0.0,1.0]", async () => { expect( () => new ChatGoogleGenerativeAI({ - temperature: 1.1, + temperature: 2.1, }) ).toThrow(); }); From f0247cc849c368be8dca6ac3ec513256610e920e Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 20 Feb 2025 16:15:34 -0800 Subject: [PATCH 42/70] release(aws): 0.1.4 (#7728) --- libs/langchain-aws/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-aws/package.json b/libs/langchain-aws/package.json index 0474988ee907..540b5be1ca39 100644 --- a/libs/langchain-aws/package.json +++ b/libs/langchain-aws/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/aws", - "version": "0.1.3", + "version": "0.1.4", "description": "LangChain AWS integration", "type": "module", "engines": { From bee2366e91bee691f2502b104692d079e4b6f8f9 Mon Sep 17 00:00:00 2001 From: Allen Firstenberg Date: Thu, 20 Feb 2025 19:30:04 -0500 Subject: [PATCH 43/70] fix(google-common): Eliminate hard-coded default values in favor of model-based defaults (#7704) Co-authored-by: Jacob Lee --- libs/langchain-google-common/src/chat_models.ts | 8 ++++---- .../langchain-google-common/src/tests/chat_models.test.ts | 8 ++++++++ libs/langchain-google-common/src/utils/gemini.ts | 8 ++++++++ 3 files changed, 20 insertions(+), 4 deletions(-) diff --git a/libs/langchain-google-common/src/chat_models.ts b/libs/langchain-google-common/src/chat_models.ts index 75a83d50bf06..279df6cb683d 100644 --- a/libs/langchain-google-common/src/chat_models.ts +++ b/libs/langchain-google-common/src/chat_models.ts @@ -181,13 +181,13 @@ export abstract class ChatGoogleBase modelName = "gemini-pro"; - temperature = 0.7; + temperature: number; - maxOutputTokens = 1024; + maxOutputTokens: number; - topP = 0.8; + topP: number; - topK = 40; + topK: number; presencePenalty: number; diff --git a/libs/langchain-google-common/src/tests/chat_models.test.ts b/libs/langchain-google-common/src/tests/chat_models.test.ts index 3a7a34adcf7d..fe9305510b02 100644 --- a/libs/langchain-google-common/src/tests/chat_models.test.ts +++ b/libs/langchain-google-common/src/tests/chat_models.test.ts @@ -218,6 +218,7 @@ describe("Mock ChatGoogle - Gemini", () => { }; const model = new ChatGoogle({ authOptions, + temperature: 0.8, }); const messages: BaseMessageLike[] = [ new HumanMessage("Flip a coin and tell me H for heads and T for tails"), @@ -229,6 +230,13 @@ describe("Mock ChatGoogle - Gemini", () => { expect(record.opts).toBeDefined(); expect(record.opts.data).toBeDefined(); const { data } = record.opts; + + expect(data).toHaveProperty("generationConfig"); + const { generationConfig } = data; + expect(generationConfig).toHaveProperty("temperature"); + expect(generationConfig.temperature).toEqual(0.8); + expect(generationConfig).not.toHaveProperty("topP"); + expect(data.contents).toBeDefined(); expect(data.contents.length).toEqual(3); expect(data.contents[0].role).toEqual("user"); diff --git a/libs/langchain-google-common/src/utils/gemini.ts b/libs/langchain-google-common/src/utils/gemini.ts index 213160a43b10..9af4651a3cde 100644 --- a/libs/langchain-google-common/src/utils/gemini.ts +++ b/libs/langchain-google-common/src/utils/gemini.ts @@ -1102,6 +1102,14 @@ export function getGeminiAPI(config?: GeminiAPIConfig): GoogleAIAPI { } } + // Remove any undefined properties, so we don't send them + let attribute: keyof GeminiGenerationConfig; + for (attribute in ret) { + if (ret[attribute] === undefined) { + delete ret[attribute]; + } + } + return ret; } From 27e653822b849498e742871f4ab08b8409ef0793 Mon Sep 17 00:00:00 2001 From: Allen Firstenberg Date: Thu, 20 Feb 2025 19:30:23 -0500 Subject: [PATCH 44/70] feat (google-*): Support Google Cloud Express Mode (#7676) Co-authored-by: Jacob Lee --- .../integrations/chat/google_vertex_ai.ipynb | 10 ++++- .../src/chat_models.ts | 7 +-- .../langchain-google-common/src/connection.ts | 26 ++++++++++- .../src/tests/chat_models.int.test.ts | 43 ++++++++++++++++++- .../src/tests/chat_models.int.test.ts | 19 +++++++- 5 files changed, 93 insertions(+), 12 deletions(-) diff --git a/docs/core_docs/docs/integrations/chat/google_vertex_ai.ipynb b/docs/core_docs/docs/integrations/chat/google_vertex_ai.ipynb index 7337779ab8a9..c7893aff5162 100644 --- a/docs/core_docs/docs/integrations/chat/google_vertex_ai.ipynb +++ b/docs/core_docs/docs/integrations/chat/google_vertex_ai.ipynb @@ -48,7 +48,8 @@ "## Setup\n", "\n", "LangChain.js supports two different authentication methods based on whether\n", - "you're running in a Node.js environment or a web environment.\n", + "you're running in a Node.js environment or a web environment. It also supports\n", + "the authentication method used by Vertex AI Express Mode using either package.\n", "\n", "To access `ChatVertexAI` models you'll need to setup Google VertexAI in your Google Cloud Platform (GCP) account, save the credentials file, and install the `@langchain/google-vertexai` integration package.\n", "\n", @@ -66,6 +67,13 @@ "GOOGLE_VERTEX_AI_WEB_CREDENTIALS={\"type\":\"service_account\",\"project_id\":\"YOUR_PROJECT-12345\",...}\n", "```\n", "\n", + "If you are using Vertex AI Express Mode, you can install either the `@langchain/google-vertexai` or `@langchain/google-vertexai-web` package.\n", + "You can then go to the [Express Mode](https://console.cloud.google.com/vertex-ai/studio) API Key page and set your API Key in the `GOOGLE_API_KEY` environment variable:\n", + "\n", + "```bash\n", + "export GOOGLE_API_KEY=\"api_key_value\"\n", + "```\n", + "\n", "If you want to get automated tracing of your model calls you can also set your [LangSmith](https://docs.smith.langchain.com/) API key by uncommenting below:\n", "\n", "```bash\n", diff --git a/libs/langchain-google-common/src/chat_models.ts b/libs/langchain-google-common/src/chat_models.ts index 279df6cb683d..9c2e6e633d14 100644 --- a/libs/langchain-google-common/src/chat_models.ts +++ b/libs/langchain-google-common/src/chat_models.ts @@ -246,12 +246,7 @@ export abstract class ChatGoogleBase } buildApiKey(fields?: GoogleAIBaseLLMInput): string | undefined { - if (fields?.platformType !== "gcp") { - return fields?.apiKey ?? getEnvironmentVariable("GOOGLE_API_KEY"); - } else { - // GCP doesn't support API Keys - return undefined; - } + return fields?.apiKey ?? getEnvironmentVariable("GOOGLE_API_KEY"); } buildClient( diff --git a/libs/langchain-google-common/src/connection.ts b/libs/langchain-google-common/src/connection.ts index 5a1c1fa494ae..7b327ca150cd 100644 --- a/libs/langchain-google-common/src/connection.ts +++ b/libs/langchain-google-common/src/connection.ts @@ -281,8 +281,15 @@ export abstract class GoogleAIConnection< } } + get isApiKey(): boolean { + return this.client.clientType === "apiKey"; + } + get computedPlatformType(): GooglePlatformType { - if (this.client.clientType === "apiKey") { + // This is not a completely correct assumption, since GCP can + // have an API Key. But if so, then people need to set the platform + // type explicitly. + if (this.isApiKey) { return "gai"; } else { return "gcp"; @@ -310,7 +317,14 @@ export abstract class GoogleAIConnection< return url; } - async buildUrlVertex(): Promise { + async buildUrlVertexExpress(): Promise { + const method = await this.buildUrlMethod(); + const publisher = this.modelPublisher; + const url = `https://aiplatform.googleapis.com/${this.apiVersion}/publishers/${publisher}/models/${this.model}:${method}`; + return url; + } + + async buildUrlVertexLocation(): Promise { const projectId = await this.client.getProjectId(); const method = await this.buildUrlMethod(); const publisher = this.modelPublisher; @@ -318,6 +332,14 @@ export abstract class GoogleAIConnection< return url; } + async buildUrlVertex(): Promise { + if (this.isApiKey) { + return this.buildUrlVertexExpress(); + } else { + return this.buildUrlVertexLocation(); + } + } + async buildUrl(): Promise { switch (this.platform) { case "gai": diff --git a/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts b/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts index 6d1606614bd1..fc74fea30f20 100644 --- a/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts +++ b/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts @@ -65,7 +65,7 @@ const calculatorTool = tool((_) => "no-op", { const testGeminiModelNames = [ ["gemini-1.5-pro-002"], ["gemini-1.5-flash-002"], - ["gemini-2.0-flash-exp"], + ["gemini-2.0-flash-001"], // ["gemini-2.0-flash-thinking-exp-1219"], ]; @@ -100,6 +100,11 @@ describe.each(testGeminiModelNames)("GAuth Gemini Chat (%s)", (modelName) => { modelName, }); const res = await model.invoke("What is 1 + 1?"); + + expect(recorder?.request?.connection?.url).toMatch( + /https:\/\/.+-aiplatform.googleapis.com/ + ); + expect(res).toBeDefined(); expect(res._getType()).toEqual("ai"); @@ -612,6 +617,42 @@ describe.each(testGeminiModelNames)("GAuth Gemini Chat (%s)", (modelName) => { }); }); +describe("Express Gemini Chat", () => { + // We don't do a lot of tests or across every model, since there are + // pretty severe rate limits. + const modelName = "gemini-2.0-flash-001"; + + let recorder: GoogleRequestRecorder; + let callbacks: BaseCallbackHandler[]; + + beforeEach(async () => { + recorder = new GoogleRequestRecorder(); + callbacks = [recorder, new GoogleRequestLogger()]; + }); + + test("invoke", async () => { + const model = new ChatVertexAI({ + callbacks, + modelName, + }); + const res = await model.invoke("What is 1 + 1?"); + + expect(recorder?.request?.connection?.url).toMatch( + /https:\/\/aiplatform.googleapis.com/ + ); + + expect(res).toBeDefined(); + expect(res._getType()).toEqual("ai"); + + const aiMessage = res as AIMessageChunk; + expect(aiMessage.content).toBeDefined(); + + expect(typeof aiMessage.content).toBe("string"); + const text = aiMessage.content as string; + expect(text).toMatch(/(1 + 1 (equals|is|=) )?2.? ?/); + }); +}); + describe("GAuth Anthropic Chat", () => { let recorder: GoogleRequestRecorder; let callbacks: BaseCallbackHandler[]; diff --git a/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts b/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts index e66bab6f06ca..6005de802e5d 100644 --- a/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts +++ b/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts @@ -27,6 +27,7 @@ import { } from "@langchain/google-common"; import { BaseCallbackHandler } from "@langchain/core/callbacks/base"; import { concat } from "@langchain/core/utils/stream"; +import { getEnvironmentVariable } from "@langchain/core/utils/env"; import fs from "fs/promises"; import { ChatPromptTemplate, @@ -296,11 +297,11 @@ const testGeminiModelNames = [ }, { modelName: "gemini-1.5-flash-002", platformType: "gcp", apiVersion: "v1" }, { - modelName: "gemini-2.0-flash-exp", + modelName: "gemini-2.0-flash-001", platformType: "gai", apiVersion: "v1beta", }, - { modelName: "gemini-2.0-flash-exp", platformType: "gcp", apiVersion: "v1" }, + { modelName: "gemini-2.0-flash-001", platformType: "gcp", apiVersion: "v1" }, // Flash Thinking doesn't have functions or other features // {modelName: "gemini-2.0-flash-thinking-exp", platformType: "gai"}, @@ -327,11 +328,17 @@ describe.each(testGeminiModelNames)( recorder = new GoogleRequestRecorder(); callbacks = [recorder]; + const apiKey = + platformType === "gai" + ? getEnvironmentVariable("TEST_API_KEY") + : undefined; + return new ChatGoogle({ modelName, platformType: platformType as GooglePlatformType, apiVersion, callbacks, + apiKey, ...(fields ?? {}), }); } @@ -348,6 +355,14 @@ describe.each(testGeminiModelNames)( test("invoke", async () => { const model = newChatGoogle(); const res = await model.invoke("What is 1 + 1?"); + + const connectionUrl = recorder?.request?.connection?.url; + const connectionUrlMatch = + model.platform === "gcp" + ? /https:\/\/.+-aiplatform.googleapis.com/ + : /https:\/\/generativelanguage.googleapis.com/; + expect(connectionUrl).toMatch(connectionUrlMatch); + expect(res).toBeDefined(); expect(res._getType()).toEqual("ai"); From 9f0f93ce8eb84bbf475fdf8fc4948e48401137b9 Mon Sep 17 00:00:00 2001 From: Allen Firstenberg Date: Thu, 20 Feb 2025 20:01:45 -0500 Subject: [PATCH 45/70] minor(google-gauth): Upgrade google-auth-library to latest major version (#7729) --- libs/langchain-google-gauth/package.json | 2 +- yarn.lock | 84 +++++------------------- 2 files changed, 16 insertions(+), 70 deletions(-) diff --git a/libs/langchain-google-gauth/package.json b/libs/langchain-google-gauth/package.json index c3a762599d74..6075238ec648 100644 --- a/libs/langchain-google-gauth/package.json +++ b/libs/langchain-google-gauth/package.json @@ -36,7 +36,7 @@ "license": "MIT", "dependencies": { "@langchain/google-common": "~0.1.8", - "google-auth-library": "^8.9.0" + "google-auth-library": "^9.15.1" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" diff --git a/yarn.lock b/yarn.lock index f70df959b9fc..94a6bd686f90 100644 --- a/yarn.lock +++ b/yarn.lock @@ -8569,7 +8569,7 @@ __metadata: eslint-plugin-import: ^2.27.5 eslint-plugin-no-instanceof: ^1.0.1 eslint-plugin-prettier: ^4.2.1 - google-auth-library: ^8.9.0 + google-auth-library: ^9.15.1 jest: ^29.5.0 jest-environment-node: ^29.6.4 prettier: ^2.8.3 @@ -22382,13 +22382,6 @@ __metadata: languageName: node linkType: hard -"fast-text-encoding@npm:^1.0.0": - version: 1.0.6 - resolution: "fast-text-encoding@npm:1.0.6" - checksum: 9d58f694314b3283e785bf61954902536da228607ad246905e30256f9ab8331f780ac987e7222c9f5eafd04168d07e12b8054c85cedb76a2c05af0e82387a903 - languageName: node - linkType: hard - "fast-url-parser@npm:1.1.3": version: 1.1.3 resolution: "fast-url-parser@npm:1.1.3" @@ -23216,18 +23209,6 @@ __metadata: languageName: node linkType: hard -"gaxios@npm:^5.0.0, gaxios@npm:^5.0.1": - version: 5.1.0 - resolution: "gaxios@npm:5.1.0" - dependencies: - extend: ^3.0.2 - https-proxy-agent: ^5.0.0 - is-stream: ^2.0.0 - node-fetch: ^2.6.7 - checksum: c3bf9eff0055f9af734380a765afb237ca199b6dedccd888417075c923c94311dcf5217fcb2b908c1121412668959d99c5ef5328827155e51deae6ce579c4473 - languageName: node - linkType: hard - "gaxios@npm:^6.0.0, gaxios@npm:^6.0.3": version: 6.1.1 resolution: "gaxios@npm:6.1.1" @@ -23265,16 +23246,6 @@ __metadata: languageName: node linkType: hard -"gcp-metadata@npm:^5.3.0": - version: 5.3.0 - resolution: "gcp-metadata@npm:5.3.0" - dependencies: - gaxios: ^5.0.0 - json-bigint: ^1.0.0 - checksum: 891ea0b902a17f33d7bae753830d23962b63af94ed071092c30496e7d26f8128ba9af43c3d38474bea29cb32a884b4bcb5720ce8b9de4a7e1108475d3d7ae219 - languageName: node - linkType: hard - "gcp-metadata@npm:^6.0.0": version: 6.0.0 resolution: "gcp-metadata@npm:6.0.0" @@ -23800,23 +23771,6 @@ __metadata: languageName: node linkType: hard -"google-auth-library@npm:^8.9.0": - version: 8.9.0 - resolution: "google-auth-library@npm:8.9.0" - dependencies: - arrify: ^2.0.0 - base64-js: ^1.3.0 - ecdsa-sig-formatter: ^1.0.11 - fast-text-encoding: ^1.0.0 - gaxios: ^5.0.0 - gcp-metadata: ^5.3.0 - gtoken: ^6.1.0 - jws: ^4.0.0 - lru-cache: ^6.0.0 - checksum: 8e0bc5f1e91804523786413bf4358e4c5ad94b1e873c725ddd03d0f1c242e2b38e26352c0f375334fbc1d94110f761b304aa0429de49b4a27ebc3875a5b56644 - languageName: node - linkType: hard - "google-auth-library@npm:^9.0.0": version: 9.0.0 resolution: "google-auth-library@npm:9.0.0" @@ -23846,6 +23800,20 @@ __metadata: languageName: node linkType: hard +"google-auth-library@npm:^9.15.1": + version: 9.15.1 + resolution: "google-auth-library@npm:9.15.1" + dependencies: + base64-js: ^1.3.0 + ecdsa-sig-formatter: ^1.0.11 + gaxios: ^6.1.1 + gcp-metadata: ^6.1.0 + gtoken: ^7.0.0 + jws: ^4.0.0 + checksum: 1c7660b7d21504a58b6b7780b0ca56f07a4d2b68d2ca14e5c4beaedd45cc4898baa8df1cfaf4dac15413a8db3cecc00e84662d8a327f9b9488ff2df7d8d23c84 + languageName: node + linkType: hard + "google-auth-library@npm:^9.4.2": version: 9.14.0 resolution: "google-auth-library@npm:9.14.0" @@ -23900,17 +23868,6 @@ __metadata: languageName: node linkType: hard -"google-p12-pem@npm:^4.0.0": - version: 4.0.1 - resolution: "google-p12-pem@npm:4.0.1" - dependencies: - node-forge: ^1.3.1 - bin: - gp12-pem: build/src/bin/gp12-pem.js - checksum: 59a5026331ea67455672e83770da29f09d979f02e06cb2227ea5916f8cca437887c2d3869f2602a686dc84437886ae9d2ac010780803cbe8e5f161c2d02d8efd - languageName: node - linkType: hard - "google-protobuf@npm:3.21.2": version: 3.21.2 resolution: "google-protobuf@npm:3.21.2" @@ -24097,17 +24054,6 @@ __metadata: languageName: node linkType: hard -"gtoken@npm:^6.1.0": - version: 6.1.2 - resolution: "gtoken@npm:6.1.2" - dependencies: - gaxios: ^5.0.1 - google-p12-pem: ^4.0.0 - jws: ^4.0.0 - checksum: cf3210afe2ccee8feaa06f0c7eb942e217244a8563a1d0a71aa3095eea545015896741c1d48654d8de35b7b07579f93e25e5dfe817f06b7e753646b67f7a4ecf - languageName: node - linkType: hard - "gtoken@npm:^7.0.0": version: 7.0.1 resolution: "gtoken@npm:7.0.1" From fe01840f78e22fd54f7f33492c4496769f9729bc Mon Sep 17 00:00:00 2001 From: Allen Firstenberg Date: Thu, 20 Feb 2025 20:02:03 -0500 Subject: [PATCH 46/70] fix(google-common): Handle multiple function calls and complex parts/generations (#7706) --- .../src/tests/chat_models.test.ts | 75 +++++++ .../src/tests/data/chat-4a-mock.json | 55 +++++ .../src/tests/data/chat-6a-mock.json | 90 ++++++++ .../src/utils/gemini.ts | 198 ++++++++++++++---- .../src/tests/chat_models.int.test.ts | 6 +- 5 files changed, 386 insertions(+), 38 deletions(-) create mode 100644 libs/langchain-google-common/src/tests/data/chat-4a-mock.json create mode 100644 libs/langchain-google-common/src/tests/data/chat-6a-mock.json diff --git a/libs/langchain-google-common/src/tests/chat_models.test.ts b/libs/langchain-google-common/src/tests/chat_models.test.ts index fe9305510b02..b114f79bc2eb 100644 --- a/libs/langchain-google-common/src/tests/chat_models.test.ts +++ b/libs/langchain-google-common/src/tests/chat_models.test.ts @@ -1074,6 +1074,7 @@ describe("Mock ChatGoogle - Gemini", () => { // console.log(JSON.stringify(result, null, 1)); expect(result).toHaveProperty("content"); expect(result.content).toBe(""); + const args = result?.lc_kwargs?.additional_kwargs; expect(args).toBeDefined(); expect(args).toHaveProperty("tool_calls"); @@ -1090,6 +1091,80 @@ describe("Mock ChatGoogle - Gemini", () => { expect(func).toHaveProperty("arguments"); expect(typeof func.arguments).toBe("string"); expect(func.arguments.replaceAll("\n", "")).toBe('{"testName":"cobalt"}'); + + expect(result).toHaveProperty("tool_calls"); + expect(result.tool_calls).toHaveLength(1); + const toolCall = result!.tool_calls![0]; + expect(toolCall?.type).toEqual("tool_call"); + expect(toolCall?.name).toEqual("test"); + expect(toolCall?.args?.testName).toEqual("cobalt"); + }); + + test("4a. Functions - results", async () => { + const record: Record = {}; + const projectId = mockId(); + const authOptions: MockClientAuthInfo = { + record, + projectId, + resultFile: "chat-4a-mock.json", + }; + + const tools: GeminiTool[] = [ + { + functionDeclarations: [ + { + description: "Get the schema for a specific resource type", + name: "get_resource_schema", + parameters: { + properties: { + resourceType: { + description: "The type of resource to get schema for", + type: "string", + }, + }, + required: ["resourceType"], + type: "object", + }, + }, + ], + }, + ]; + + const model = new ChatGoogle({ + authOptions, + }).bind({ + tools, + }); + + const result = await model.invoke("What?"); + + // console.log(JSON.stringify(result, null, 1)); + expect(result).toHaveProperty("content"); + expect(result.content).toMatch("Okay, I will"); + + const args = result?.lc_kwargs?.additional_kwargs; + expect(args).toBeDefined(); + expect(args).toHaveProperty("tool_calls"); + expect(Array.isArray(args.tool_calls)).toBeTruthy(); + expect(args.tool_calls).toHaveLength(2); + const call = args.tool_calls[0]; + expect(call).toHaveProperty("type"); + expect(call.type).toBe("function"); + expect(call).toHaveProperty("function"); + const func = call.function; + expect(func).toBeDefined(); + expect(func).toHaveProperty("name"); + expect(func.name).toBe("get_resource_schema"); + expect(func).toHaveProperty("arguments"); + expect(typeof func.arguments).toBe("string"); + expect(func.arguments.replaceAll("\n", "")).toBe('{"resourceType":"user"}'); + + expect(result).toHaveProperty("tool_calls"); + expect(result.tool_calls).toHaveLength(2); + const toolCall = result!.tool_calls![0]; + expect(toolCall?.type).toEqual("tool_call"); + expect(toolCall?.name).toEqual("get_resource_schema"); + expect(toolCall?.args?.resourceType).toEqual("user"); }); test("5. Functions - function reply", async () => { diff --git a/libs/langchain-google-common/src/tests/data/chat-4a-mock.json b/libs/langchain-google-common/src/tests/data/chat-4a-mock.json new file mode 100644 index 000000000000..f90e9d80795a --- /dev/null +++ b/libs/langchain-google-common/src/tests/data/chat-4a-mock.json @@ -0,0 +1,55 @@ +{ + "candidates": [ + { + "content": { + "role": "model", + "parts": [ + { + "text": "Okay, I will provide a breakdown of users by group. Here's the plan:\n\n1. **Understand the user's query:** The user wants to see how many users are in each user group. This requires information from the `user` and `usergroup` resources.\n2. **Get resource schemas:** I need to understand the structure of the `user` and `usergroup` resources, especially how they relate to each other. I'll use the `get_resource_schema` tool to get the schemas.\n3. **Explore relationships:** I'll examine the schemas to find the field that links users to user groups. This will likely be a foreign key relationship.\n4. **Fetch data:** I'll use the `perform_term_analysis` tool to count the number of users in each group.\n5. **Prepare the response:** I'll format the data into a table showing the user group and the number of users in that group.\n\nNow, let's get the schemas.\n\n" + }, + { + "functionCall": { + "name": "get_resource_schema", + "args": { + "resourceType": "user" + } + } + }, + { + "functionCall": { + "name": "get_resource_schema", + "args": { + "resourceType": "usergroup" + } + } + }, + { + "text": "\n" + } + ] + }, + "finishReason": "STOP", + "avgLogprobs": -0.058524003008749916 + } + ], + "promptFeedback": { + "safetyRatings": [ + { + "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HATE_SPEECH", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_HARASSMENT", + "probability": "NEGLIGIBLE" + }, + { + "category": "HARM_CATEGORY_DANGEROUS_CONTENT", + "probability": "NEGLIGIBLE" + } + ] + } +} diff --git a/libs/langchain-google-common/src/tests/data/chat-6a-mock.json b/libs/langchain-google-common/src/tests/data/chat-6a-mock.json new file mode 100644 index 000000000000..639e58d106a5 --- /dev/null +++ b/libs/langchain-google-common/src/tests/data/chat-6a-mock.json @@ -0,0 +1,90 @@ +{ + "response": { + "data": { + "candidates": [ + { + "content": { + "parts": [ + { + "executableCode": { + "language": "PYTHON", + "code": "print(google_search.search(queries=[\"who won 2024 MLB World Series\", \"MLB World Series 2024 winner\"]))\n" + } + }, + { + "text": "The Los Angeles Dodgers won the 2024 MLB World Series, defeating the New York Yankees in five games.\n" + } + ], + "role": "model" + }, + "finishReason": "STOP", + "groundingMetadata": { + "searchEntryPoint": { + "renderedContent": "\n
\n
\n \n \n \n \n \n \n \n \n \n \n \n \n \n
\n
\n
\n MLB World Series 2024 winner\n who won 2024 MLB World Series\n
\n
\n" + }, + "groundingChunks": [ + { + "web": { + "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUBnsYtyzEvCftahSTNGQKcNcI_ay-pYOcLkll-s3799r02sY0QzG0bj10X4fGDtdyEmjFZAFa0HOSVdmGA15oZVN-GPQjrDRw0BKNETfW65sawZ1QqhaJb7fexortNDQA-Ao7gQ9MFlk7QgjqnQnt60NkPHM5vGJ-VBx6T1", + "title": "wikipedia.org" + } + }, + { + "web": { + "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUBnsYsAg-CRIl0e6igiS9KTWqc3SydLebo6bCElQJn49G7Qt1NG097iRV8rm56GaB1ne1QjNhX3GtoUMbFhZQZ3x4baq2nCJkqbpRKoCkRvWJszl7RS5UQ4G8iq5PpphgUAxXPPHJS3rA==", + "title": "youtube.com" + } + }, + { + "web": { + "uri": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUBnsYv7ajvZfDCywsAY9wANJmVG7swejbexxTAxHGXlYkOHKybntmBHWxgfiBQ6BWGW6bORL96u3aK6xqojxBot3cANSm4whECrdTW-Gs4Xo0cyLSh8U9N7qzmIVkT2u-1gZYvmK3KG8DH-VVUzyZ7_4lsy245c8NSfYgVwb7tBxw==", + "title": "mlb.com" + } + } + ], + "groundingSupports": [ + { + "segment": { + "endIndex": 100, + "text": "The Los Angeles Dodgers won the 2024 MLB World Series, defeating the New York Yankees in five games." + }, + "groundingChunkIndices": [0, 1, 2], + "confidenceScores": [0.9690907, 0.9268405, 0.71132255] + } + ], + "retrievalMetadata": {}, + "webSearchQueries": [ + "MLB World Series 2024 winner", + "who won 2024 MLB World Series" + ] + } + } + ], + "usageMetadata": { + "promptTokenCount": 12, + "candidatesTokenCount": 58, + "totalTokenCount": 70, + "promptTokensDetails": [ + { + "modality": "TEXT", + "tokenCount": 12 + } + ], + "candidatesTokensDetails": [ + { + "modality": "TEXT", + "tokenCount": 58 + } + ] + }, + "modelVersion": "gemini-2.0-flash-001" + }, + "config": {}, + "status": 200, + "statusText": "OK", + "headers": {}, + "request": { + "responseURL": "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash-001:generateContent" + } + } +} diff --git a/libs/langchain-google-common/src/utils/gemini.ts b/libs/langchain-google-common/src/utils/gemini.ts index 9af4651a3cde..c674f62e00cd 100644 --- a/libs/langchain-google-common/src/utils/gemini.ts +++ b/libs/langchain-google-common/src/utils/gemini.ts @@ -20,9 +20,9 @@ import { ChatGenerationChunk, ChatResult, } from "@langchain/core/outputs"; -import { ToolCallChunk } from "@langchain/core/messages/tool"; import { StructuredToolParams } from "@langchain/core/tools"; import { isLangChainTool } from "@langchain/core/utils/function_calling"; +import { concat } from "@langchain/core/utils/stream"; import type { GoogleLLMResponse, GoogleAIModelParams, @@ -799,9 +799,13 @@ export function getGeminiAPI(config?: GeminiAPIConfig): GoogleAIAPI { function partToChatGeneration(part: GeminiPart): ChatGeneration { const message = partToMessageChunk(part); const text = partToText(part); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + const generationInfo: Record = {}; + return new ChatGenerationChunk({ text, message, + generationInfo, }); } @@ -867,49 +871,169 @@ export function getGeminiAPI(config?: GeminiAPIConfig): GoogleAIAPI { return ret; } + type GenerationTypes = { + content: ChatGeneration[]; + reasoning: ChatGeneration[]; + }; + + function combineContent( + gen: ChatGeneration[], + forceComplex: boolean = false + ): MessageContent { + const allString = gen.every( + (item) => typeof item.message.content === "string" + ); + if (allString && !forceComplex) { + // Everything is a string, and we don't want to force it to return + // MessageContentComplex[], so concatenate the content into one string + return gen.map((item) => item.message.content).join(""); + } else { + // We either have complex types, or we want to force them, so turn + // it into an array of complex types. + const ret: MessageContentComplex[] = []; + gen.forEach((item) => { + if (typeof item.message.content === "string") { + // If this is a string, turn it into a text type + ret.push({ + text: item.message.content, + }); + } else { + // Otherwise, add all the complex types to what we're returning + item.message.content.forEach((c) => { + ret.push(c); + }); + } + }); + return ret; + } + } + + function combineText(gen: ChatGeneration[]): string { + return gen.map((item) => item.text ?? "").join(""); + } + + /* + * We don't really need the entire AIMessageChunk here, but it is + * a conventient way to combine all the Tool Calling information. + */ + function combineToolCalls(gen: ChatGeneration[]): AIMessageChunk { + let ret = new AIMessageChunk(""); + + gen.forEach((item: ChatGeneration) => { + const message: AIMessageChunk = item?.message as AIMessageChunk; + ret = concat(ret, message); + }); + + return ret; + } + + function combineAdditionalKwargs( + gen: ChatGeneration[] + ): Record { + const ret: Record = {}; + + gen.forEach((item: ChatGeneration) => { + const message: AIMessageChunk = item?.message as AIMessageChunk; + const kwargs = message?.additional_kwargs ?? {}; + const keys = Object.keys(kwargs); + keys.forEach((key) => { + const value = kwargs[key]; + if ( + Object.hasOwn(ret, key) && + Array.isArray(ret[key]) && + Array.isArray(value) + ) { + (ret[key] as Array).push(...value); + } else { + ret[key] = value; + } + }); + }); + + return ret; + } + + function combineGenerations( + generations: ChatGeneration[], + response: GoogleLLMResponse + ): ChatGeneration[] { + const gen: GenerationTypes = splitGenerationTypes(generations, response); + const combinedContent: MessageContent = combineContent(gen.content); + const combinedText = combineText(gen.content); + const combinedToolCalls = combineToolCalls(gen.content); + const kwargs = combineAdditionalKwargs(gen.content); + const lastContent = gen.content[gen.content.length - 1]; + + // Add usage metadata + let usageMetadata: UsageMetadata | undefined; + if ("usageMetadata" in response.data) { + usageMetadata = { + input_tokens: response.data.usageMetadata.promptTokenCount as number, + output_tokens: response.data.usageMetadata + .candidatesTokenCount as number, + total_tokens: response.data.usageMetadata.totalTokenCount as number, + }; + } + + // Add thinking / reasoning + // if (gen.reasoning && gen.reasoning.length > 0) { + // kwargs.reasoning_content = combineContent(gen.reasoning, true); + // } + + // Build the message and the generation chunk to return + const message = new AIMessageChunk({ + content: combinedContent, + additional_kwargs: kwargs, + usage_metadata: usageMetadata, + tool_calls: combinedToolCalls.tool_calls, + invalid_tool_calls: combinedToolCalls.invalid_tool_calls, + }); + return [ + new ChatGenerationChunk({ + message, + text: combinedText, + generationInfo: lastContent.generationInfo, + }), + ]; + } + + function splitGenerationTypes( + generations: ChatGeneration[], + _response: GoogleLLMResponse + ): GenerationTypes { + const content: ChatGeneration[] = []; + const reasoning: ChatGeneration[] = []; + + generations.forEach((gen) => { + if (gen?.generationInfo?.thought) { + reasoning.push(gen); + } else { + content.push(gen); + } + }); + + return { + content, + reasoning, + }; + } + + /** + * Although this returns an array, only the first (or maybe last) + * element in the array is used. So we need to combine them into + * just one element that contains everything we need. + * @param response + */ function responseToChatGenerations( response: GoogleLLMResponse ): ChatGeneration[] { - let ret = responseToGroundedChatGenerations(response); + const generations = responseToGroundedChatGenerations(response); - if (ret.length === 0) { + if (generations.length === 0) { return []; } - if (ret.every((item) => typeof item.message.content === "string")) { - const combinedContent = ret.map((item) => item.message.content).join(""); - const combinedText = ret.map((item) => item.text).join(""); - const toolCallChunks: ToolCallChunk[] | undefined = ret[ - ret.length - 1 - ]?.message.additional_kwargs?.tool_calls?.map((toolCall, i) => ({ - name: toolCall.function.name, - args: toolCall.function.arguments, - id: toolCall.id, - index: i, - type: "tool_call_chunk", - })); - let usageMetadata: UsageMetadata | undefined; - if ("usageMetadata" in response.data) { - usageMetadata = { - input_tokens: response.data.usageMetadata.promptTokenCount as number, - output_tokens: response.data.usageMetadata - .candidatesTokenCount as number, - total_tokens: response.data.usageMetadata.totalTokenCount as number, - }; - } - ret = [ - new ChatGenerationChunk({ - message: new AIMessageChunk({ - content: combinedContent, - additional_kwargs: ret[ret.length - 1]?.message.additional_kwargs, - tool_call_chunks: toolCallChunks, - usage_metadata: usageMetadata, - }), - text: combinedText, - generationInfo: ret[ret.length - 1].generationInfo, - }), - ]; - } + const ret = combineGenerations(generations, response); // Add logprobs information to the message const candidate = (response?.data as GenerateContentResponseData) diff --git a/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts b/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts index 6005de802e5d..17440461da75 100644 --- a/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts +++ b/libs/langchain-google-webauth/src/tests/chat_models.int.test.ts @@ -23,6 +23,7 @@ import { import { GeminiTool, GooglePlatformType, + GoogleRequestLogger, GoogleRequestRecorder, } from "@langchain/google-common"; import { BaseCallbackHandler } from "@langchain/core/callbacks/base"; @@ -326,7 +327,7 @@ describe.each(testGeminiModelNames)( function newChatGoogle(fields?: ChatGoogleInput): ChatGoogle { // const logger = new GoogleRequestLogger(); recorder = new GoogleRequestRecorder(); - callbacks = [recorder]; + callbacks = [recorder, new GoogleRequestLogger()]; const apiKey = platformType === "gai" @@ -449,6 +450,8 @@ describe.each(testGeminiModelNames)( ]; const model = newChatGoogle().bind({ tools, + temperature: 0.1, + maxOutputTokens: 8000, }); const result = await model.invoke("Run a test on the cobalt project"); expect(result).toHaveProperty("content"); @@ -838,6 +841,7 @@ describe.each(testGeminiModelNames)( const result = await model.invoke("Who won the 2024 MLB World Series?"); expect(result.content as string).toContain("Dodgers"); expect(result).toHaveProperty("response_metadata"); + console.log(JSON.stringify(result.response_metadata, null, 1)); expect(result.response_metadata).toHaveProperty("groundingMetadata"); expect(result.response_metadata).toHaveProperty("groundingSupport"); }); From 70e10a9360fb8d06013c0055a81b005a91528aea Mon Sep 17 00:00:00 2001 From: Jorge Lanzarotti <94814971+jl4nz@users.noreply.github.com> Date: Fri, 21 Feb 2025 11:43:28 +0900 Subject: [PATCH 47/70] feat(community): Add support for Amazon Aurora DSQL memory message (#7635) Co-authored-by: jacoblee93 --- .../docs/integrations/memory/aurora_dsql.mdx | 43 ++ examples/package.json | 1 + examples/src/memory/aurora_dsql.ts | 88 ++++ libs/langchain-community/.gitignore | 4 + libs/langchain-community/langchain.config.js | 2 + libs/langchain-community/package.json | 17 + .../src/load/import_constants.ts | 1 + .../src/stores/message/aurora_dsql.ts | 189 +++++++++ .../src/stores/tests/aurora_dsql.int.test.ts | 177 ++++++++ yarn.lock | 401 +++++++++++++++++- 10 files changed, 920 insertions(+), 3 deletions(-) create mode 100644 docs/core_docs/docs/integrations/memory/aurora_dsql.mdx create mode 100644 examples/src/memory/aurora_dsql.ts create mode 100644 libs/langchain-community/src/stores/message/aurora_dsql.ts create mode 100644 libs/langchain-community/src/stores/tests/aurora_dsql.int.test.ts diff --git a/docs/core_docs/docs/integrations/memory/aurora_dsql.mdx b/docs/core_docs/docs/integrations/memory/aurora_dsql.mdx new file mode 100644 index 000000000000..505788b8fda7 --- /dev/null +++ b/docs/core_docs/docs/integrations/memory/aurora_dsql.mdx @@ -0,0 +1,43 @@ +--- +hide_table_of_contents: true +sidebar_class_name: node-only +--- + +import CodeBlock from "@theme/CodeBlock"; + +# Aurora DSQL Chat Memory + +For longer-term persistence across chat sessions, you can swap out the default in-memory `chatHistory` for the serverless PostgreSQL-compatible [Amazon Aurora DSQL](https://aws.amazon.com/rds/aurora/dsql/) Database. + +This is very similar to the PostgreSQL integration with a few differences to make it compatible with DSQL: + +1. The `id` column in PostgreSQL is SERIAL auto-incrementent, and DSQL is UUID using the database function `gen_random_uuid`. +2. A `created_at` column is created to track the order and history of the messages. +3. The `message` column in PostgreSQL is JSONB, and DSQL is TEXT with Javascript parsing handling + +## Setup + +Go to you AWS Console and create an Aurora DSQL Cluster, https://console.aws.amazon.com/dsql/clusters + +import IntegrationInstallTooltip from "@mdx_components/integration_install_tooltip.mdx"; + + + +```bash npm2yarn +npm install @langchain/openai @langchain/community @langchain/core pg @aws-sdk/dsql-signer +``` + +## Usage + +Each chat history session is stored in a Aurora DSQL (Postgres-compatible) database and requires a session id. + +The connection to Aurora DSQL is handled through a PostgreSQL pool. You can either pass an instance of a pool via the `pool` parameter or pass a pool config via the `poolConfig` parameter. See [pg-node docs on pools](https://node-postgres.com/apis/pool) +for more information. A provided pool takes precedence, thus if both a pool instance and a pool config are passed, only the pool will be used. + +For options on how to do the authentication and authorization for DSQL please check https://docs.aws.amazon.com/aurora-dsql/latest/userguide/authentication-authorization.html. + +The following example uses the AWS-SDK to generate an authentication token that is passed to the pool configuration: + +import Example from "@examples/memory/aurora_dsql.ts"; + +{Example} diff --git a/examples/package.json b/examples/package.json index bc641455e403..089372fe3e06 100644 --- a/examples/package.json +++ b/examples/package.json @@ -24,6 +24,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { + "@aws-sdk/dsql-signer": "^3.738.0", "@azure/identity": "^4.2.1", "@browserbasehq/stagehand": "^1.3.0", "@clickhouse/client": "^0.2.5", diff --git a/examples/src/memory/aurora_dsql.ts b/examples/src/memory/aurora_dsql.ts new file mode 100644 index 000000000000..b0eadbe0e79f --- /dev/null +++ b/examples/src/memory/aurora_dsql.ts @@ -0,0 +1,88 @@ +import pg from "pg"; + +import { DsqlSigner } from "@aws-sdk/dsql-signer"; +import { AuroraDsqlChatMessageHistory } from "@langchain/community/stores/message/aurora_dsql"; +import { ChatOpenAI } from "@langchain/openai"; +import { RunnableWithMessageHistory } from "@langchain/core/runnables"; + +import { + ChatPromptTemplate, + MessagesPlaceholder, +} from "@langchain/core/prompts"; +import { StringOutputParser } from "@langchain/core/output_parsers"; + +async function getPostgresqlPool() { + const signer = new DsqlSigner({ + hostname: process.env.DSQL_ENDPOINT!, + }); + + const token = await signer.getDbConnectAdminAuthToken(); + + if (!token) throw new Error("Auth token error for DSQL"); + + const poolConfig: pg.PoolConfig = { + host: process.env.DSQL_ENDPOINT, + port: 5432, + user: "admin", + password: token, + ssl: true, + database: "postgres", + }; + + const pool = new pg.Pool(poolConfig); + return pool; +} + +const pool = await getPostgresqlPool(); + +const model = new ChatOpenAI(); + +const prompt = ChatPromptTemplate.fromMessages([ + [ + "system", + "You are a helpful assistant. Answer all questions to the best of your ability.", + ], + new MessagesPlaceholder("chat_history"), + ["human", "{input}"], +]); + +const chain = prompt.pipe(model).pipe(new StringOutputParser()); + +const chainWithHistory = new RunnableWithMessageHistory({ + runnable: chain, + inputMessagesKey: "input", + historyMessagesKey: "chat_history", + getMessageHistory: async (sessionId) => { + const chatHistory = new AuroraDsqlChatMessageHistory({ + sessionId, + pool, + // Can also pass `poolConfig` to initialize the pool internally, + // but easier to call `.end()` at the end later. + }); + return chatHistory; + }, +}); + +const res1 = await chainWithHistory.invoke( + { + input: "Hi! I'm MJDeligan.", + }, + { configurable: { sessionId: "langchain-test-session" } } +); +console.log(res1); +/* + "Hello MJDeligan! It's nice to meet you. My name is AI. How may I assist you today?" +*/ + +const res2 = await chainWithHistory.invoke( + { input: "What did I just say my name was?" }, + { configurable: { sessionId: "langchain-test-session" } } +); +console.log(res2); + +/* + "You said your name was MJDeligan." +*/ + +// If you provided a pool config you should close the created pool when you are done +await pool.end(); diff --git a/libs/langchain-community/.gitignore b/libs/langchain-community/.gitignore index 5792750fade9..458fd7822c48 100644 --- a/libs/langchain-community/.gitignore +++ b/libs/langchain-community/.gitignore @@ -838,6 +838,10 @@ stores/message/postgres.cjs stores/message/postgres.js stores/message/postgres.d.ts stores/message/postgres.d.cts +stores/message/aurora_dsql.cjs +stores/message/aurora_dsql.js +stores/message/aurora_dsql.d.ts +stores/message/aurora_dsql.d.cts stores/message/redis.cjs stores/message/redis.js stores/message/redis.d.ts diff --git a/libs/langchain-community/langchain.config.js b/libs/langchain-community/langchain.config.js index 4179bd5e5e32..311c028c09a2 100644 --- a/libs/langchain-community/langchain.config.js +++ b/libs/langchain-community/langchain.config.js @@ -259,6 +259,7 @@ export const config = { "stores/message/neo4j": "stores/message/neo4j", "stores/message/planetscale": "stores/message/planetscale", "stores/message/postgres": "stores/message/postgres", + "stores/message/aurora_dsql": "stores/message/aurora_dsql", "stores/message/redis": "stores/message/redis", "stores/message/upstash_redis": "stores/message/upstash_redis", "stores/message/xata": "stores/message/xata", @@ -489,6 +490,7 @@ export const config = { "stores/message/neo4j", "stores/message/planetscale", "stores/message/postgres", + "stores/message/aurora_dsql", "stores/message/redis", "stores/message/upstash_redis", "stores/message/xata", diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index c9f4dbabd580..78a47bd43a40 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -58,6 +58,7 @@ "@aws-sdk/client-sagemaker-runtime": "^3.749.0", "@aws-sdk/client-sfn": "^3.749.0", "@aws-sdk/credential-provider-node": "^3.749.0", + "@aws-sdk/dsql-signer": "^3.738.0", "@aws-sdk/types": "^3.734.0", "@azure/search-documents": "^12.0.0", "@azure/storage-blob": "^12.15.0", @@ -381,6 +382,9 @@ "@aws-sdk/credential-provider-node": { "optional": true }, + "@aws-sdk/dsql-signer": { + "optional": true + }, "@azure/search-documents": { "optional": true }, @@ -2603,6 +2607,15 @@ "import": "./stores/message/postgres.js", "require": "./stores/message/postgres.cjs" }, + "./stores/message/aurora_dsql": { + "types": { + "import": "./stores/message/aurora_dsql.d.ts", + "require": "./stores/message/aurora_dsql.d.cts", + "default": "./stores/message/aurora_dsql.d.ts" + }, + "import": "./stores/message/aurora_dsql.js", + "require": "./stores/message/aurora_dsql.cjs" + }, "./stores/message/redis": { "types": { "import": "./stores/message/redis.d.ts", @@ -4041,6 +4054,10 @@ "stores/message/postgres.js", "stores/message/postgres.d.ts", "stores/message/postgres.d.cts", + "stores/message/aurora_dsql.cjs", + "stores/message/aurora_dsql.js", + "stores/message/aurora_dsql.d.ts", + "stores/message/aurora_dsql.d.cts", "stores/message/redis.cjs", "stores/message/redis.js", "stores/message/redis.d.ts", diff --git a/libs/langchain-community/src/load/import_constants.ts b/libs/langchain-community/src/load/import_constants.ts index d0d932055f77..512843703c9a 100644 --- a/libs/langchain-community/src/load/import_constants.ts +++ b/libs/langchain-community/src/load/import_constants.ts @@ -135,6 +135,7 @@ export const optionalImportEntrypoints: string[] = [ "langchain_community/stores/message/neo4j", "langchain_community/stores/message/planetscale", "langchain_community/stores/message/postgres", + "langchain_community/stores/message/aurora_dsql", "langchain_community/stores/message/redis", "langchain_community/stores/message/upstash_redis", "langchain_community/stores/message/xata", diff --git a/libs/langchain-community/src/stores/message/aurora_dsql.ts b/libs/langchain-community/src/stores/message/aurora_dsql.ts new file mode 100644 index 000000000000..6db04b6fa3a7 --- /dev/null +++ b/libs/langchain-community/src/stores/message/aurora_dsql.ts @@ -0,0 +1,189 @@ +import { BaseListChatMessageHistory } from "@langchain/core/chat_history"; +import { + BaseMessage, + StoredMessage, + mapChatMessagesToStoredMessages, + mapStoredMessagesToChatMessages, +} from "@langchain/core/messages"; +import pg from "pg"; + +/** + * Type definition for the input parameters required when instantiating a + * AuroraDsqlChatMessageHistory object. + */ +export type AuroraDsqlChatMessageHistoryInput = { + /** + * Name of the table to use when storing and retrieving chat message + */ + tableName?: string; + /** + * Session ID to use when storing and retrieving chat message history. + */ + sessionId: string; + /** + * Configuration object for the Postgres pool. If provided the + * AuroraDsqlChatMessageHistory object will create a new pool using + * the provided configuration. Otherwise it will use the provided + * pool. + */ + poolConfig?: pg.PoolConfig; + /** + * Postgres pool to use. If provided the PostgresChatMessageHistory + * object will use the provided pool. Otherwise it will create a + * new pool using the provided configuration. + */ + pool?: pg.Pool; + /** + * If true, the table name will be escaped. ('lAnGcHaIn' will be escaped to '"lAnGcHaIn"') + */ + escapeTableName?: boolean; +}; + +export interface StoredAuroraDsqlMessageData { + name: string | undefined; + role: string | undefined; + content: string; + additional_kwargs?: Record; + type: string; + tool_call_id: string | undefined; +} + +/** + * Class for managing chat message history using a Amazon Aurora DSQL Database as a + * storage backend. Extends the BaseListChatMessageHistory class. + * @example + * ```typescript + * const chatHistory = new AuroraDsqlChatMessageHistory({ + * tableName: "langchain_chat_histories", + * sessionId: "lc-example", + * pool: new pg.Pool({ + * host: "your_dsql_endpoint", + * port: 5432, + * user: "admin", + * password: "your_token", + * database: "postgres", + * ssl: true + * }), + * }); + * ``` + */ +export class AuroraDsqlChatMessageHistory extends BaseListChatMessageHistory { + lc_namespace = ["langchain", "stores", "message", "aurora_dsql"]; + + pool: pg.Pool; + + tableName = "langchain_chat_histories"; + + sessionId: string; + + private initialized = false; + + /** + * Creates a new AuroraDsqlChatMessageHistory. + * @param {AuroraDsqlChatMessageHistoryInput} fields The input fields for the AuroraDsqlChatMessageHistory. + * @param {string} fields.tableName The name of the table name to use. Defaults to `langchain_chat_histories`. + * @param {string} fields.sessionId The session ID to use when storing and retrieving chat message history. + * @param {pg.Pool} fields.pool The Postgres pool to use. If provided, the AuroraDsqlChatMessageHistory will use the provided pool. + * @param {pg.PoolConfig} fields.poolConfig The configuration object for the Postgres pool. If no pool is provided, the config will be used to create a new pool. + * If `pool` is provided, it will be used as the Postgres pool even if `poolConfig` is also provided. + * @throws If neither `pool` nor `poolConfig` is provided. + */ + constructor(fields: AuroraDsqlChatMessageHistoryInput) { + super(fields); + const { tableName, sessionId, pool, poolConfig, escapeTableName } = fields; + // Ensure that either a client or config is provided + if (!pool && !poolConfig) { + throw new Error( + "AuroraDsqlChatMessageHistory requires either a pool instance or pool config" + ); + } + this.pool = pool ?? new pg.Pool(poolConfig); + const _tableName = tableName || this.tableName; + this.tableName = escapeTableName + ? pg.escapeIdentifier(_tableName) + : _tableName; + this.sessionId = sessionId; + } + + /** + * Checks if the table has been created and creates it if it hasn't. + * @returns Promise that resolves when the table's existence is ensured. + */ + private async ensureTable(): Promise { + if (this.initialized) return; + + const query = ` + CREATE TABLE IF NOT EXISTS ${this.tableName} ( + id UUID PRIMARY KEY DEFAULT gen_random_uuid(), + created_at timestamp default current_timestamp, + session_id VARCHAR(255) NOT NULL, + message TEXT NOT NULL + );`; + + try { + await this.pool.query(query); + await this.createIndex(); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } catch (e: any) { + // This error indicates that the table already exists + // Due to asynchronous nature of the code, it is possible that + // the table is created between the time we check if it exists + // and the time we try to create it. It can be safely ignored. + // If it's not this error, rethrow it. + if (!("code" in e) || e.code !== "23505") { + throw e; + } + } + this.initialized = true; + } + + private async createIndex() { + const query = `CREATE INDEX IF NOT EXISTS idx_on_session_id on ${this.tableName} (session_id);`; + await this.pool.query(query); + } + + async addMessage(message: BaseMessage): Promise { + await this.ensureTable(); + + const map = mapChatMessagesToStoredMessages([message])[0]; + + const query = `INSERT INTO ${this.tableName} (session_id, message) VALUES ($1, $2)`; + + await this.pool.query(query, [ + this.sessionId, + JSON.stringify({ ...map?.data, type: map?.type }), + ]); + } + + async getMessages(): Promise { + await this.ensureTable(); + + const query = `SELECT message FROM ${this.tableName} WHERE session_id = $1 ORDER BY created_at asc`; + + const res = await this.pool.query(query, [this.sessionId]); + + const storedMessages: StoredMessage[] = res.rows.map( + (row: { message: string }) => { + const { type, ...data } = JSON.parse( + row.message + ) as StoredAuroraDsqlMessageData; + return { type, data }; + } + ); + return mapStoredMessagesToChatMessages(storedMessages); + } + + async clear(): Promise { + await this.ensureTable(); + + const query = `DELETE FROM ${this.tableName} WHERE session_id = $1`; + await this.pool.query(query, [this.sessionId]); + } + + /** + * End the Postgres pool. + */ + async end(): Promise { + await this.pool.end(); + } +} diff --git a/libs/langchain-community/src/stores/tests/aurora_dsql.int.test.ts b/libs/langchain-community/src/stores/tests/aurora_dsql.int.test.ts new file mode 100644 index 000000000000..47b277e5cc08 --- /dev/null +++ b/libs/langchain-community/src/stores/tests/aurora_dsql.int.test.ts @@ -0,0 +1,177 @@ +/* eslint-disable no-process-env */ +/* eslint-disable @typescript-eslint/no-non-null-assertion */ + +import pg from "pg"; +import { HumanMessage, AIMessage } from "@langchain/core/messages"; +import { DsqlSigner } from "@aws-sdk/dsql-signer"; +import { AuroraDsqlChatMessageHistory } from "../message/aurora_dsql.js"; + +async function getAdminAuthToken() { + if (!process.env.DSQL_ENDPOINT) + throw new Error("No endpoint configured for DSQL"); + const signer = new DsqlSigner({ + hostname: process.env.DSQL_ENDPOINT, + region: process.env.AWS_REGION!, + credentials: { + accessKeyId: process.env.AWS_ACCESS_KEY_ID!, + secretAccessKey: process.env.AWS_SECRET_ACCESS_KEY!, + // sessionToken: process.env.AWS_SESSION_TOKEN! + }, + }); + return await signer.getDbConnectAdminAuthToken(); +} + +async function getPostgresqlPool() { + const token = await getAdminAuthToken(); + if (!token) throw new Error("Auth token error for DSQL"); + + const poolConfig: pg.PoolConfig = { + host: process.env.DSQL_ENDPOINT, + port: 5432, + user: "admin", + password: token, + ssl: true, + database: "postgres", + }; + + const pool = new pg.Pool(poolConfig); + return pool; +} + +describe.skip("Postgres Chat History", () => { + let chatHistory: AuroraDsqlChatMessageHistory; + let pool: pg.Pool; + const tableName = "test"; + const sessionId = "test-session-id"; + + beforeAll(async () => { + pool = await getPostgresqlPool(); + chatHistory = new AuroraDsqlChatMessageHistory({ + tableName, + sessionId, + pool, + }); + }); + + afterEach(async () => { + await chatHistory.clear(); + }); + + afterAll(async () => { + await chatHistory.end(); + }); + + test("Test postgres history store", async () => { + const blankResult = await chatHistory.getMessages(); + expect(blankResult).toStrictEqual([]); + + await chatHistory.addUserMessage("Who is the best vocalist?"); + await chatHistory.addAIMessage("Ozzy Osbourne"); + + const expectedMessages = [ + new HumanMessage("Who is the best vocalist?"), + new AIMessage("Ozzy Osbourne"), + ]; + + const resultWithHistory = await chatHistory.getMessages(); + expect(resultWithHistory).toEqual(expectedMessages); + }); + + test("Test clear postgres history store", async () => { + await chatHistory.addUserMessage("Who is the best vocalist?"); + await chatHistory.addAIMessage("Ozzy Osbourne"); + + const expectedMessages = [ + new HumanMessage("Who is the best vocalist?"), + new AIMessage("Ozzy Osbourne"), + ]; + + const resultWithHistory = await chatHistory.getMessages(); + expect(resultWithHistory).toEqual(expectedMessages); + + await chatHistory.clear(); + + const blankResult = await chatHistory.getMessages(); + expect(blankResult).toStrictEqual([]); + }); + + test("Returns messages in correct order", async () => { + await chatHistory.addUserMessage("Who is the best vocalist?"); + await chatHistory.addAIMessage("Ozzy Osbourne"); + await chatHistory.addUserMessage("What is the best song?"); + await chatHistory.addAIMessage("Crazy Train"); + + const expectedMessages = [ + new HumanMessage("Who is the best vocalist?"), + new AIMessage("Ozzy Osbourne"), + new HumanMessage("What is the best song?"), + new AIMessage("Crazy Train"), + ]; + + const resultWithHistory = await chatHistory.getMessages(); + expect(resultWithHistory).toEqual(expectedMessages); + }); + + test("Handles multiple sessions", async () => { + const newSessionId = "new-session-id"; + const newChatHistory = new AuroraDsqlChatMessageHistory({ + tableName, + sessionId: newSessionId, + pool, + }); + + try { + await chatHistory.addUserMessage("Who is the best vocalist?"); + await chatHistory.addAIMessage("Ozzy Osbourne"); + + await newChatHistory.addUserMessage("What is the best song?"); + await newChatHistory.addAIMessage("Crazy Train"); + + const expectedMessages = [ + new HumanMessage("Who is the best vocalist?"), + new AIMessage("Ozzy Osbourne"), + ]; + + const newExpectedMessages = [ + new HumanMessage("What is the best song?"), + new AIMessage("Crazy Train"), + ]; + + const resultWithHistory = await chatHistory.getMessages(); + expect(resultWithHistory).toEqual(expectedMessages); + + const newResultWithHistory = await newChatHistory.getMessages(); + expect(newResultWithHistory).toEqual(newExpectedMessages); + + await newChatHistory.clear(); + + const blankResult = await newChatHistory.getMessages(); + expect(blankResult).toStrictEqual([]); + + // Ensure that the original chat history is still intact after clearing the new chat history + const resultWithHistoryAfterClear = await chatHistory.getMessages(); + expect(resultWithHistoryAfterClear).toEqual(expectedMessages); + } finally { + await newChatHistory.clear(); + } + }); + + test("Can store & retrieve message IDs", async () => { + const blankResult = await chatHistory.getMessages(); + expect(blankResult).toStrictEqual([]); + + const aiMessageId = "ai-message-id"; + const aiMessage = new AIMessage({ + content: "Ozzy Osbourne", + id: aiMessageId, + }); + await chatHistory.addMessage(aiMessage); + + const expectedMessages = [aiMessage]; + + const resultWithHistory = await chatHistory.getMessages(); + expect(resultWithHistory).toHaveLength(1); + expect(resultWithHistory).toEqual(expectedMessages); + expect(resultWithHistory[0].id).toEqual(aiMessageId); + }); +}); diff --git a/yarn.lock b/yarn.lock index 94a6bd686f90..a1a1a3598067 100644 --- a/yarn.lock +++ b/yarn.lock @@ -622,6 +622,53 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/client-cognito-identity@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/client-cognito-identity@npm:3.750.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/credential-provider-node": 3.750.0 + "@aws-sdk/middleware-host-header": 3.734.0 + "@aws-sdk/middleware-logger": 3.734.0 + "@aws-sdk/middleware-recursion-detection": 3.734.0 + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/region-config-resolver": 3.734.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@aws-sdk/util-user-agent-browser": 3.734.0 + "@aws-sdk/util-user-agent-node": 3.750.0 + "@smithy/config-resolver": ^4.0.1 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+"@aws-sdk/credential-provider-web-identity@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/credential-provider-web-identity@npm:3.750.0" + dependencies: + "@aws-sdk/core": 3.750.0 + "@aws-sdk/nested-clients": 3.750.0 + "@aws-sdk/types": 3.734.0 + "@smithy/property-provider": ^4.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: 551c6b26976f6a17053a25f96cbf82c9bcd1422e9eb8915ca0b6dd8cc31cc7d1a406869f3a66c7abb4e5e729d8324a200944e0c027ee68220fa74774851a6f2e + languageName: node + linkType: hard + +"@aws-sdk/credential-providers@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/credential-providers@npm:3.750.0" + dependencies: + "@aws-sdk/client-cognito-identity": 3.750.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/credential-provider-cognito-identity": 3.750.0 + "@aws-sdk/credential-provider-env": 3.750.0 + "@aws-sdk/credential-provider-http": 3.750.0 + "@aws-sdk/credential-provider-ini": 3.750.0 + "@aws-sdk/credential-provider-node": 3.750.0 + "@aws-sdk/credential-provider-process": 3.750.0 + "@aws-sdk/credential-provider-sso": 3.750.0 + "@aws-sdk/credential-provider-web-identity": 3.750.0 + "@aws-sdk/nested-clients": 3.750.0 + "@aws-sdk/types": 3.734.0 + "@smithy/core": ^3.1.4 + "@smithy/credential-provider-imds": ^4.0.1 + "@smithy/property-provider": ^4.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: 8df6348b75deecdbec7b18ac0e04839c767e8e55123757b933d28a10e5f8c01cfff0d0a05ee85e6904f46bd01a82ef6a565ad0b27305ac609ca4d22edd523342 + languageName: node + linkType: hard + "@aws-sdk/credential-providers@npm:^3.583.0": version: 3.592.0 resolution: "@aws-sdk/credential-providers@npm:3.592.0" @@ -1476,6 +1742,26 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/dsql-signer@npm:^3.738.0": + version: 3.750.0 + resolution: "@aws-sdk/dsql-signer@npm:3.750.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/credential-providers": 3.750.0 + "@aws-sdk/util-format-url": 3.734.0 + "@smithy/config-resolver": ^4.0.1 + "@smithy/hash-node": ^4.0.1 + "@smithy/invalid-dependency": ^4.0.1 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/protocol-http": ^5.0.1 + "@smithy/signature-v4": ^5.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: f2d398021de3461af943fa6c7359a408d1506cbd764725104897dbe2070d116aeb916303dbbf7d823b25d89908f641b401866ced64c0d0922100f45114d1f22c + languageName: node + linkType: hard + "@aws-sdk/endpoint-cache@npm:3.723.0": version: 3.723.0 resolution: "@aws-sdk/endpoint-cache@npm:3.723.0" @@ -1690,6 +1976,21 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/middleware-user-agent@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/middleware-user-agent@npm:3.750.0" + dependencies: + "@aws-sdk/core": 3.750.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@smithy/core": ^3.1.4 + "@smithy/protocol-http": ^5.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: dfce4ff29f4da736a55e81d9657c592db2a80f92325968f0c620a1d365fee2d27acce24ce4b7fd6f294bbfb3ca4003295783d2a471d0b66f55604faf1f71e1fa + languageName: node + linkType: hard + "@aws-sdk/nested-clients@npm:3.749.0": version: 3.749.0 resolution: "@aws-sdk/nested-clients@npm:3.749.0" @@ -1736,6 +2037,52 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/nested-clients@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/nested-clients@npm:3.750.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/middleware-host-header": 3.734.0 + "@aws-sdk/middleware-logger": 3.734.0 + "@aws-sdk/middleware-recursion-detection": 3.734.0 + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/region-config-resolver": 3.734.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@aws-sdk/util-user-agent-browser": 3.734.0 + "@aws-sdk/util-user-agent-node": 3.750.0 + "@smithy/config-resolver": ^4.0.1 + "@smithy/core": ^3.1.4 + "@smithy/fetch-http-handler": ^5.0.1 + "@smithy/hash-node": ^4.0.1 + "@smithy/invalid-dependency": ^4.0.1 + "@smithy/middleware-content-length": ^4.0.1 + "@smithy/middleware-endpoint": ^4.0.5 + "@smithy/middleware-retry": ^4.0.6 + "@smithy/middleware-serde": ^4.0.2 + "@smithy/middleware-stack": ^4.0.1 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/node-http-handler": ^4.0.2 + "@smithy/protocol-http": ^5.0.1 + "@smithy/smithy-client": ^4.1.5 + "@smithy/types": ^4.1.0 + "@smithy/url-parser": ^4.0.1 + "@smithy/util-base64": ^4.0.0 + "@smithy/util-body-length-browser": ^4.0.0 + "@smithy/util-body-length-node": ^4.0.0 + "@smithy/util-defaults-mode-browser": ^4.0.6 + "@smithy/util-defaults-mode-node": ^4.0.6 + "@smithy/util-endpoints": ^3.0.1 + "@smithy/util-middleware": ^4.0.1 + "@smithy/util-retry": ^4.0.1 + "@smithy/util-utf8": ^4.0.0 + tslib: ^2.6.2 + checksum: 3bfcd0a921614d3b675988d592c576d3e570915460135af704623f54eddacf52d315c9cbeb485d3109a345c2eff133d66848fafb4798365ba9d917827e1f9436 + languageName: node + linkType: hard + "@aws-sdk/protocol-http@npm:^3.374.0": version: 3.374.0 resolution: "@aws-sdk/protocol-http@npm:3.374.0" @@ -1827,6 +2174,20 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/token-providers@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/token-providers@npm:3.750.0" + dependencies: + "@aws-sdk/nested-clients": 3.750.0 + "@aws-sdk/types": 3.734.0 + "@smithy/property-provider": ^4.0.1 + "@smithy/shared-ini-file-loader": ^4.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: 34cab64a3bfafd07b106dc47637e88f2c5cb1c36725b6f0e63a81498ae15fbc4a0ed8285cfe7bf4590c5a97b7226416cff2c5b83865fbed979c7ccc0f0178c99 + languageName: node + linkType: hard + "@aws-sdk/types@npm:3.577.0": version: 3.577.0 resolution: "@aws-sdk/types@npm:3.577.0" @@ -1889,6 +2250,18 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/util-format-url@npm:3.734.0": + version: 3.734.0 + resolution: "@aws-sdk/util-format-url@npm:3.734.0" + dependencies: + "@aws-sdk/types": 3.734.0 + "@smithy/querystring-builder": ^4.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + checksum: 3550b16d7e25b17b9a075e20386f9551cc4a5e11a54a28d91693a4ccc53f3824d7fdf36c2c96deb963b9b273ab25d7ff28b6369c796f15713d32d4b31174354c + languageName: node + linkType: hard + "@aws-sdk/util-locate-window@npm:^3.0.0": version: 3.310.0 resolution: "@aws-sdk/util-locate-window@npm:3.310.0" @@ -1957,6 +2330,24 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/util-user-agent-node@npm:3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/util-user-agent-node@npm:3.750.0" + dependencies: + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/types": 3.734.0 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/types": ^4.1.0 + tslib: ^2.6.2 + peerDependencies: + aws-crt: ">=1.0.0" + peerDependenciesMeta: + aws-crt: + optional: true + checksum: c87a3620cb9b904fd7925209b6fa4d8bec7e0e11f9fb031ba60b8394b92d6157584b11c7ccf63bffb9e1b00a327837831bcbb64eed5d096a4723d0672f496532 + languageName: node + linkType: hard + "@aws-sdk/util-utf8-browser@npm:^3.0.0": version: 3.259.0 resolution: "@aws-sdk/util-utf8-browser@npm:3.259.0" @@ -7861,6 +8252,7 @@ __metadata: "@aws-sdk/client-sagemaker-runtime": ^3.749.0 "@aws-sdk/client-sfn": ^3.749.0 "@aws-sdk/credential-provider-node": ^3.749.0 + "@aws-sdk/dsql-signer": ^3.738.0 "@aws-sdk/types": ^3.734.0 "@azure/search-documents": ^12.0.0 "@azure/storage-blob": ^12.15.0 @@ -8181,6 +8573,8 @@ __metadata: optional: true "@aws-sdk/credential-provider-node": optional: true + "@aws-sdk/dsql-signer": + optional: true "@azure/search-documents": optional: true "@azure/storage-blob": @@ -11732,7 +12126,7 @@ __metadata: languageName: node linkType: hard -"@smithy/middleware-retry@npm:^4.0.5": +"@smithy/middleware-retry@npm:^4.0.5, @smithy/middleware-retry@npm:^4.0.6": version: 4.0.6 resolution: "@smithy/middleware-retry@npm:4.0.6" dependencies: @@ -12276,7 +12670,7 @@ __metadata: languageName: node linkType: hard -"@smithy/util-defaults-mode-browser@npm:^4.0.5": +"@smithy/util-defaults-mode-browser@npm:^4.0.5, @smithy/util-defaults-mode-browser@npm:^4.0.6": version: 4.0.6 resolution: "@smithy/util-defaults-mode-browser@npm:4.0.6" dependencies: @@ -12304,7 +12698,7 @@ __metadata: languageName: node linkType: hard -"@smithy/util-defaults-mode-node@npm:^4.0.5": +"@smithy/util-defaults-mode-node@npm:^4.0.5, @smithy/util-defaults-mode-node@npm:^4.0.6": version: 4.0.6 resolution: "@smithy/util-defaults-mode-node@npm:4.0.6" dependencies: @@ -21908,6 +22302,7 @@ __metadata: version: 0.0.0-use.local resolution: "examples@workspace:examples" dependencies: + "@aws-sdk/dsql-signer": ^3.738.0 "@azure/identity": ^4.2.1 "@browserbasehq/stagehand": ^1.3.0 "@clickhouse/client": ^0.2.5 From df0212bcf2d4784244301a13b197a24c14caa74a Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 20 Feb 2025 18:47:42 -0800 Subject: [PATCH 48/70] release(community): 0.3.32 (#7730) --- libs/langchain-community/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index 78a47bd43a40..52a4bd641477 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/community", - "version": "0.3.31", + "version": "0.3.32", "description": "Third-party integrations for LangChain.js", "type": "module", "engines": { From d303e909d6b73da0bda4c0b7065ff974a980e5b0 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 20 Feb 2025 18:56:00 -0800 Subject: [PATCH 49/70] release(google-vertex): 0.2.0 (#7731) --- libs/langchain-google-common/package.json | 2 +- libs/langchain-google-gauth/package.json | 4 +-- .../package.json | 4 +-- libs/langchain-google-vertexai/package.json | 4 +-- .../src/tests/chat_models.int.test.ts | 6 +++-- libs/langchain-google-webauth/package.json | 4 +-- yarn.lock | 26 ++++++++++++++----- 7 files changed, 32 insertions(+), 18 deletions(-) diff --git a/libs/langchain-google-common/package.json b/libs/langchain-google-common/package.json index 23b7c98f6987..4717bc540fa9 100644 --- a/libs/langchain-google-common/package.json +++ b/libs/langchain-google-common/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-common", - "version": "0.1.8", + "version": "0.2.0", "description": "Core types and classes for Google services.", "type": "module", "engines": { diff --git a/libs/langchain-google-gauth/package.json b/libs/langchain-google-gauth/package.json index 6075238ec648..08c902d0146b 100644 --- a/libs/langchain-google-gauth/package.json +++ b/libs/langchain-google-gauth/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-gauth", - "version": "0.1.8", + "version": "0.2.0", "description": "Google auth based authentication support for Google services", "type": "module", "engines": { @@ -35,7 +35,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@langchain/google-common": "~0.1.8", + "@langchain/google-common": "~0.2.0", "google-auth-library": "^9.15.1" }, "peerDependencies": { diff --git a/libs/langchain-google-vertexai-web/package.json b/libs/langchain-google-vertexai-web/package.json index c6fdc6baffc9..1a8dc5bda412 100644 --- a/libs/langchain-google-vertexai-web/package.json +++ b/libs/langchain-google-vertexai-web/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-vertexai-web", - "version": "0.1.8", + "version": "0.2.0", "description": "LangChain.js support for Google Vertex AI Web", "type": "module", "engines": { @@ -32,7 +32,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@langchain/google-webauth": "~0.1.8" + "@langchain/google-webauth": "~0.2.0" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" diff --git a/libs/langchain-google-vertexai/package.json b/libs/langchain-google-vertexai/package.json index d7602962800c..793a9a32c4f0 100644 --- a/libs/langchain-google-vertexai/package.json +++ b/libs/langchain-google-vertexai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-vertexai", - "version": "0.1.8", + "version": "0.2.0", "description": "LangChain.js support for Google Vertex AI", "type": "module", "engines": { @@ -32,7 +32,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@langchain/google-gauth": "~0.1.8" + "@langchain/google-gauth": "~0.2.0" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" diff --git a/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts b/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts index fc74fea30f20..b67dc6e9bb90 100644 --- a/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts +++ b/libs/langchain-google-vertexai/src/tests/chat_models.int.test.ts @@ -312,7 +312,8 @@ describe.each(testGeminiModelNames)("GAuth Gemini Chat (%s)", (modelName) => { }); const blobStore = new ReadThroughBlobStore({ baseStore: aliasStore, - backingStore, + // eslint-disable-next-line @typescript-eslint/no-explicit-any + backingStore: backingStore as any, }); const resolver = new SimpleWebBlobStore(); const mediaManager = new MediaManager({ @@ -322,7 +323,8 @@ describe.each(testGeminiModelNames)("GAuth Gemini Chat (%s)", (modelName) => { const model = new ChatGoogle({ modelName, apiConfig: { - mediaManager, + // eslint-disable-next-line @typescript-eslint/no-explicit-any + mediaManager: mediaManager as any, }, }); diff --git a/libs/langchain-google-webauth/package.json b/libs/langchain-google-webauth/package.json index 24eefb9c0448..b219391dd8f1 100644 --- a/libs/langchain-google-webauth/package.json +++ b/libs/langchain-google-webauth/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-webauth", - "version": "0.1.8", + "version": "0.2.0", "description": "Web-based authentication support for Google services", "type": "module", "engines": { @@ -32,7 +32,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@langchain/google-common": "~0.1.8", + "@langchain/google-common": "~0.2.0", "web-auth-library": "^1.0.3" }, "peerDependencies": { diff --git a/yarn.lock b/yarn.lock index a1a1a3598067..856d1d1673a8 100644 --- a/yarn.lock +++ b/yarn.lock @@ -8907,7 +8907,19 @@ __metadata: languageName: unknown linkType: soft -"@langchain/google-common@^0.1.0, @langchain/google-common@workspace:*, @langchain/google-common@workspace:libs/langchain-google-common, @langchain/google-common@~0.1.8": +"@langchain/google-common@npm:^0.1.0": + version: 0.1.8 + resolution: "@langchain/google-common@npm:0.1.8" + dependencies: + uuid: ^10.0.0 + zod-to-json-schema: ^3.22.4 + peerDependencies: + "@langchain/core": ">=0.2.21 <0.4.0" + checksum: f6c2c15d13fdcecf34bf0add9eaee2cfe0c3c3708c7f9182df935abc130fddff899e95f284e5f30bc63d26ddbbd91a6fb362ce47a1f3a1a973e030ae77c0ab47 + languageName: node + linkType: hard + +"@langchain/google-common@workspace:*, @langchain/google-common@workspace:libs/langchain-google-common, @langchain/google-common@~0.2.0": version: 0.0.0-use.local resolution: "@langchain/google-common@workspace:libs/langchain-google-common" dependencies: @@ -8942,13 +8954,13 @@ __metadata: languageName: unknown linkType: soft -"@langchain/google-gauth@workspace:libs/langchain-google-gauth, @langchain/google-gauth@~0.1.8": +"@langchain/google-gauth@workspace:libs/langchain-google-gauth, @langchain/google-gauth@~0.2.0": version: 0.0.0-use.local resolution: "@langchain/google-gauth@workspace:libs/langchain-google-gauth" dependencies: "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" - "@langchain/google-common": ~0.1.8 + "@langchain/google-common": ~0.2.0 "@langchain/scripts": ">=0.1.0 <0.2.0" "@swc/core": ^1.3.90 "@swc/jest": ^0.2.29 @@ -9021,7 +9033,7 @@ __metadata: "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" "@langchain/google-common": ^0.1.0 - "@langchain/google-webauth": ~0.1.8 + "@langchain/google-webauth": ~0.2.0 "@langchain/scripts": ">=0.1.0 <0.2.0" "@langchain/standard-tests": 0.0.0 "@swc/core": ^1.3.90 @@ -9057,7 +9069,7 @@ __metadata: "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" "@langchain/google-common": ^0.1.0 - "@langchain/google-gauth": ~0.1.8 + "@langchain/google-gauth": ~0.2.0 "@langchain/scripts": ">=0.1.0 <0.2.0" "@langchain/standard-tests": 0.0.0 "@swc/core": ^1.3.90 @@ -9086,13 +9098,13 @@ __metadata: languageName: unknown linkType: soft -"@langchain/google-webauth@workspace:libs/langchain-google-webauth, @langchain/google-webauth@~0.1.8": +"@langchain/google-webauth@workspace:libs/langchain-google-webauth, @langchain/google-webauth@~0.2.0": version: 0.0.0-use.local resolution: "@langchain/google-webauth@workspace:libs/langchain-google-webauth" dependencies: "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" - "@langchain/google-common": ~0.1.8 + "@langchain/google-common": ~0.2.0 "@langchain/scripts": ">=0.1.0 <0.2.0" "@swc/core": ^1.3.90 "@swc/jest": ^0.2.29 From 5284571ebad6de9addf2e59e9efb97cf8db819a2 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 24 Feb 2025 09:23:45 -0800 Subject: [PATCH 50/70] docs: Fix broken link (#7743) --- docs/core_docs/vercel.json | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/core_docs/vercel.json b/docs/core_docs/vercel.json index 22e9cb1abbee..007ec37f0cd2 100644 --- a/docs/core_docs/vercel.json +++ b/docs/core_docs/vercel.json @@ -100,6 +100,10 @@ { "source": "/docs/modules/model_io/prompts/quick_start/", "destination": "/docs/concepts/prompt_templates" + }, + { + "source": "/docs/modules/model_io/prompts(/?)", + "destination": "/docs/concepts/prompt_templates" } ] } From 4f7b157465e08658ad8d129d523eebc793612210 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Mon, 24 Feb 2025 11:02:37 -0800 Subject: [PATCH 51/70] release(google-genai): Release 0.1.9 (#7748) --- libs/langchain-google-genai/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-google-genai/package.json b/libs/langchain-google-genai/package.json index ace9f680ecc3..2befd57a8655 100644 --- a/libs/langchain-google-genai/package.json +++ b/libs/langchain-google-genai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-genai", - "version": "0.1.8", + "version": "0.1.9", "description": "Google Generative AI integration for LangChain.js", "type": "module", "engines": { From ae335a373be389e705116376f63841732b05229a Mon Sep 17 00:00:00 2001 From: Ben Burns <803016+benjamincburns@users.noreply.github.com> Date: Tue, 25 Feb 2025 12:29:14 +1300 Subject: [PATCH 52/70] feat(anthropic): Support claude 3.7 sonnet & extended thinking (#7750) --- libs/langchain-anthropic/package.json | 2 +- libs/langchain-anthropic/src/chat_models.ts | 45 ++++- .../src/tests/chat_models.int.test.ts | 162 ++++++++++++++++++ libs/langchain-anthropic/src/types.ts | 4 + .../src/utils/message_inputs.ts | 21 +++ .../src/utils/message_outputs.ts | 42 ++++- yarn.lock | 10 +- 7 files changed, 277 insertions(+), 9 deletions(-) diff --git a/libs/langchain-anthropic/package.json b/libs/langchain-anthropic/package.json index fa624d022132..849abbf33d17 100644 --- a/libs/langchain-anthropic/package.json +++ b/libs/langchain-anthropic/package.json @@ -35,7 +35,7 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@anthropic-ai/sdk": "^0.36.3", + "@anthropic-ai/sdk": "^0.37.0", "fast-xml-parser": "^4.4.1", "zod": "^3.22.4", "zod-to-json-schema": "^3.22.4" diff --git a/libs/langchain-anthropic/src/chat_models.ts b/libs/langchain-anthropic/src/chat_models.ts index c63a16f0ae66..f1887614efe0 100644 --- a/libs/langchain-anthropic/src/chat_models.ts +++ b/libs/langchain-anthropic/src/chat_models.ts @@ -39,6 +39,7 @@ import { AnthropicMessageStreamEvent, AnthropicRequestOptions, AnthropicStreamingMessageCreateParams, + AnthropicThinkingConfigParam, AnthropicToolChoice, ChatAnthropicToolType, } from "./types.js"; @@ -88,6 +89,12 @@ function _documentsInParams( return false; } +function _thinkingInParams( + params: AnthropicMessageCreateParams | AnthropicStreamingMessageCreateParams +): boolean { + return !!(params.thinking && params.thinking.type === "enabled"); +} + // eslint-disable-next-line @typescript-eslint/no-explicit-any function isAnthropicTool(tool: any): tool is Anthropic.Messages.Tool { return "input_schema" in tool; @@ -173,6 +180,11 @@ export interface AnthropicInput { */ // eslint-disable-next-line @typescript-eslint/no-explicit-any createClient?: (options: ClientOptions) => any; + + /** + * Options for extended thinking. + */ + thinking?: AnthropicThinkingConfigParam; } /** @@ -631,6 +643,8 @@ export class ChatAnthropicMessages< clientOptions: ClientOptions; + thinking: AnthropicThinkingConfigParam = { type: "disabled" }; + // Used for non-streaming requests protected batchClient: Anthropic; @@ -680,6 +694,8 @@ export class ChatAnthropicMessages< this.streaming = fields?.streaming ?? false; this.streamUsage = fields?.streamUsage ?? this.streamUsage; + this.thinking = fields?.thinking ?? this.thinking; + this.createClient = fields?.createClient ?? ((options: ClientOptions) => new Anthropic(options)); @@ -766,6 +782,30 @@ export class ChatAnthropicMessages< | Anthropic.Messages.ToolChoiceTool | undefined = handleToolChoice(options?.tool_choice); + if (this.thinking.type === "enabled") { + if (this.topK !== -1) { + throw new Error("topK is not supported when thinking is enabled"); + } + if (this.topP !== -1) { + throw new Error("topP is not supported when thinking is enabled"); + } + if (this.temperature !== 1) { + throw new Error( + "temperature is not supported when thinking is enabled" + ); + } + + return { + model: this.model, + stop_sequences: options?.stop ?? this.stopSequences, + stream: this.streaming, + max_tokens: this.maxTokens, + tools: this.formatStructuredToolToAnthropic(options?.tools), + tool_choice, + thinking: this.thinking, + ...this.invocationKwargs, + }; + } return { model: this.model, temperature: this.temperature, @@ -776,6 +816,7 @@ export class ChatAnthropicMessages< max_tokens: this.maxTokens, tools: this.formatStructuredToolToAnthropic(options?.tools), tool_choice, + thinking: this.thinking, ...this.invocationKwargs, }; } @@ -811,7 +852,9 @@ export class ChatAnthropicMessages< stream: true, } as const; const coerceContentToString = - !_toolsInParams(payload) && !_documentsInParams(payload); + !_toolsInParams(payload) && + !_documentsInParams(payload) && + !_thinkingInParams(payload); const stream = await this.createStreamWithRetry(payload, { headers: options.headers, diff --git a/libs/langchain-anthropic/src/tests/chat_models.int.test.ts b/libs/langchain-anthropic/src/tests/chat_models.int.test.ts index a8983b29dc53..a2e2e40930d0 100644 --- a/libs/langchain-anthropic/src/tests/chat_models.int.test.ts +++ b/libs/langchain-anthropic/src/tests/chat_models.int.test.ts @@ -5,6 +5,7 @@ import { expect, test } from "@jest/globals"; import * as fs from "fs/promises"; import { AIMessageChunk, + BaseMessage, HumanMessage, SystemMessage, } from "@langchain/core/messages"; @@ -20,6 +21,7 @@ import { CallbackManager } from "@langchain/core/callbacks/manager"; import { concat } from "@langchain/core/utils/stream"; import { AnthropicVertex } from "@anthropic-ai/vertex-sdk"; import { ChatAnthropic } from "../chat_models.js"; +import { AnthropicMessageResponse } from "../types.js"; test("Test ChatAnthropic", async () => { const chat = new ChatAnthropic({ @@ -929,3 +931,163 @@ test("Citations", async () => { (aggregated?.content as any[]).some((c) => c.citations !== undefined) ).toBe(true); }); + +test("Test thinking blocks multiturn invoke", async () => { + const model = new ChatAnthropic({ + model: "claude-3-7-sonnet-latest", + maxTokens: 5000, + thinking: { type: "enabled", budget_tokens: 2000 }, + }); + + async function doInvoke(messages: BaseMessage[]) { + const response = await model.invoke(messages); + + expect(Array.isArray(response.content)).toBe(true); + const content = response.content as AnthropicMessageResponse[]; + expect(content.some((block) => "thinking" in (block as any))).toBe(true); + + for (const block of response.content) { + expect(typeof block).toBe("object"); + if ((block as any).type === "thinking") { + expect(Object.keys(block).sort()).toEqual( + ["type", "thinking", "signature"].sort() + ); + expect((block as any).thinking).toBeTruthy(); + expect(typeof (block as any).thinking).toBe("string"); + expect((block as any).signature).toBeTruthy(); + expect(typeof (block as any).signature).toBe("string"); + } + } + return response; + } + + const invokeMessages = [new HumanMessage("Hello")]; + + invokeMessages.push(await doInvoke(invokeMessages)); + invokeMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await model.invoke(invokeMessages); +}); + +test("Test thinking blocks multiturn streaming", async () => { + const model = new ChatAnthropic({ + model: "claude-3-7-sonnet-latest", + maxTokens: 5000, + thinking: { type: "enabled", budget_tokens: 2000 }, + }); + + async function doStreaming(messages: BaseMessage[]) { + let full: AIMessageChunk | null = null; + for await (const chunk of await model.stream(messages)) { + full = full ? concat(full, chunk) : chunk; + } + expect(full).toBeInstanceOf(AIMessageChunk); + expect(Array.isArray(full?.content)).toBe(true); + const content3 = full?.content as AnthropicMessageResponse[]; + expect(content3.some((block) => "thinking" in (block as any))).toBe(true); + + for (const block of full?.content || []) { + expect(typeof block).toBe("object"); + if ((block as any).type === "thinking") { + expect(Object.keys(block).sort()).toEqual( + ["type", "thinking", "signature", "index"].sort() + ); + expect((block as any).thinking).toBeTruthy(); + expect(typeof (block as any).thinking).toBe("string"); + expect((block as any).signature).toBeTruthy(); + expect(typeof (block as any).signature).toBe("string"); + } + } + return full as AIMessageChunk; + } + + const streamingMessages = [new HumanMessage("Hello")]; + + streamingMessages.push(await doStreaming(streamingMessages)); + streamingMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await doStreaming(streamingMessages); +}); + +test("Test redacted thinking blocks multiturn invoke", async () => { + const model = new ChatAnthropic({ + model: "claude-3-7-sonnet-latest", + maxTokens: 5000, + thinking: { type: "enabled", budget_tokens: 2000 }, + }); + + async function doInvoke(messages: BaseMessage[]) { + const response = await model.invoke(messages); + let hasReasoning = false; + + for (const block of response.content) { + expect(typeof block).toBe("object"); + if ((block as any).type === "redacted_thinking") { + hasReasoning = true; + expect(Object.keys(block).sort()).toEqual(["type", "data"].sort()); + expect((block as any).data).toBeTruthy(); + expect(typeof (block as any).data).toBe("string"); + } + } + expect(hasReasoning).toBe(true); + return response; + } + + const invokeMessages = [ + new HumanMessage( + "ANTHROPIC_MAGIC_STRING_TRIGGER_REDACTED_THINKING_46C9A13E193C177646C7398A98432ECCCE4C1253D5E2D82641AC0E52CC2876CB" + ), + ]; + + invokeMessages.push(await doInvoke(invokeMessages)); + invokeMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await doInvoke(invokeMessages); +}); + +test("Test redacted thinking blocks multiturn streaming", async () => { + const model = new ChatAnthropic({ + model: "claude-3-7-sonnet-latest", + maxTokens: 5000, + thinking: { type: "enabled", budget_tokens: 2000 }, + }); + + async function doStreaming(messages: BaseMessage[]) { + let full: AIMessageChunk | null = null; + for await (const chunk of await model.stream(messages)) { + full = full ? concat(full, chunk) : chunk; + } + expect(full).toBeInstanceOf(AIMessageChunk); + expect(Array.isArray(full?.content)).toBe(true); + let streamHasReasoning = false; + + for (const block of full?.content || []) { + expect(typeof block).toBe("object"); + if ((block as any).type === "redacted_thinking") { + streamHasReasoning = true; + expect(Object.keys(block).sort()).toEqual( + ["type", "data", "index"].sort() + ); + expect((block as any).data).toBeTruthy(); + expect(typeof (block as any).data).toBe("string"); + } + } + expect(streamHasReasoning).toBe(true); + return full as AIMessageChunk; + } + + const streamingMessages = [ + new HumanMessage( + "ANTHROPIC_MAGIC_STRING_TRIGGER_REDACTED_THINKING_46C9A13E193C177646C7398A98432ECCCE4C1253D5E2D82641AC0E52CC2876CB" + ), + ]; + + streamingMessages.push(await doStreaming(streamingMessages)); + streamingMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await doStreaming(streamingMessages); +}); diff --git a/libs/langchain-anthropic/src/types.ts b/libs/langchain-anthropic/src/types.ts index f1fb1d778967..cd9e280568ea 100644 --- a/libs/langchain-anthropic/src/types.ts +++ b/libs/langchain-anthropic/src/types.ts @@ -16,6 +16,7 @@ export type AnthropicMessageCreateParams = Anthropic.MessageCreateParamsNonStreaming; export type AnthropicStreamingMessageCreateParams = Anthropic.MessageCreateParamsStreaming; +export type AnthropicThinkingConfigParam = Anthropic.ThinkingConfigParam; export type AnthropicMessageStreamEvent = Anthropic.MessageStreamEvent; export type AnthropicRequestOptions = Anthropic.RequestOptions; export type AnthropicToolChoice = @@ -34,3 +35,6 @@ export type AnthropicToolUseBlockParam = Anthropic.Messages.ToolUseBlockParam; export type AnthropicToolResultBlockParam = Anthropic.Messages.ToolResultBlockParam; export type AnthropicDocumentBlockParam = Anthropic.Messages.DocumentBlockParam; +export type AnthropicThinkingBlockParam = Anthropic.Messages.ThinkingBlockParam; +export type AnthropicRedactedThinkingBlockParam = + Anthropic.Messages.RedactedThinkingBlockParam; diff --git a/libs/langchain-anthropic/src/utils/message_inputs.ts b/libs/langchain-anthropic/src/utils/message_inputs.ts index ab11532aad36..962d3c2c3a42 100644 --- a/libs/langchain-anthropic/src/utils/message_inputs.ts +++ b/libs/langchain-anthropic/src/utils/message_inputs.ts @@ -19,6 +19,8 @@ import { AnthropicToolResultBlockParam, AnthropicToolUseBlockParam, AnthropicDocumentBlockParam, + AnthropicThinkingBlockParam, + AnthropicRedactedThinkingBlockParam, } from "../types.js"; function _formatImage(imageUrl: string) { @@ -138,6 +140,21 @@ function _formatContent(content: MessageContent) { ...contentPart, ...(cacheControl ? { cache_control: cacheControl } : {}), }; + } else if (contentPart.type === "thinking") { + const block: AnthropicThinkingBlockParam = { + type: "thinking" as const, // Explicitly setting the type as "thinking" + thinking: contentPart.thinking, + signature: contentPart.signature, + ...(cacheControl ? { cache_control: cacheControl } : {}), + }; + return block; + } else if (contentPart.type === "redacted_thinking") { + const block: AnthropicRedactedThinkingBlockParam = { + type: "redacted_thinking" as const, // Explicitly setting the type as "redacted_thinking" + data: contentPart.data, + ...(cacheControl ? { cache_control: cacheControl } : {}), + }; + return block; } else if ( textTypes.find((t) => t === contentPart.type) && "text" in contentPart @@ -283,6 +300,8 @@ function mergeMessages(messages: AnthropicMessageCreateParams["messages"]) { | AnthropicToolUseBlockParam | AnthropicToolResultBlockParam | AnthropicDocumentBlockParam + | AnthropicThinkingBlockParam + | AnthropicRedactedThinkingBlockParam > ): Array< | AnthropicTextBlockParam @@ -290,6 +309,8 @@ function mergeMessages(messages: AnthropicMessageCreateParams["messages"]) { | AnthropicToolUseBlockParam | AnthropicToolResultBlockParam | AnthropicDocumentBlockParam + | AnthropicThinkingBlockParam + | AnthropicRedactedThinkingBlockParam > => { if (typeof content === "string") { return [ diff --git a/libs/langchain-anthropic/src/utils/message_outputs.ts b/libs/langchain-anthropic/src/utils/message_outputs.ts index e96376f73597..17d784456428 100644 --- a/libs/langchain-anthropic/src/utils/message_outputs.ts +++ b/libs/langchain-anthropic/src/utils/message_outputs.ts @@ -110,7 +110,12 @@ export function _makeMessageChunkFromAnthropicEvent( }; } else if ( data.type === "content_block_delta" && - ["text_delta", "citations_delta"].includes(data.delta.type) + [ + "text_delta", + "citations_delta", + "thinking_delta", + "signature_delta", + ].includes(data.delta.type) ) { if (fields.coerceContentToString && "text" in data.delta) { return { @@ -125,6 +130,17 @@ export function _makeMessageChunkFromAnthropicEvent( contentBlock.citations = [contentBlock.citation]; delete contentBlock.citation; } + if ( + contentBlock.type === "thinking_delta" || + contentBlock.type === "signature_delta" + ) { + return { + chunk: new AIMessageChunk({ + content: [{ index: data.index, ...contentBlock, type: "thinking" }], + }), + }; + } + return { chunk: new AIMessageChunk({ content: [{ index: data.index, ...contentBlock, type: "text" }], @@ -175,8 +191,30 @@ export function _makeMessageChunkFromAnthropicEvent( }), }; } + } else if ( + data.type === "content_block_start" && + data.content_block.type === "redacted_thinking" + ) { + return { + chunk: new AIMessageChunk({ + content: fields.coerceContentToString + ? "" + : [{ index: data.index, ...data.content_block }], + }), + }; + } else if ( + data.type === "content_block_start" && + data.content_block.type === "thinking" + ) { + const content = data.content_block.thinking; + return { + chunk: new AIMessageChunk({ + content: fields.coerceContentToString + ? content + : [{ index: data.index, ...data.content_block }], + }), + }; } - return null; } diff --git a/yarn.lock b/yarn.lock index 856d1d1673a8..4939005e21e0 100644 --- a/yarn.lock +++ b/yarn.lock @@ -241,9 +241,9 @@ __metadata: languageName: node linkType: hard -"@anthropic-ai/sdk@npm:^0.36.3": - version: 0.36.3 - resolution: "@anthropic-ai/sdk@npm:0.36.3" +"@anthropic-ai/sdk@npm:^0.37.0": + version: 0.37.0 + resolution: "@anthropic-ai/sdk@npm:0.37.0" dependencies: "@types/node": ^18.11.18 "@types/node-fetch": ^2.6.4 @@ -252,7 +252,7 @@ __metadata: form-data-encoder: 1.7.2 formdata-node: ^4.3.2 node-fetch: ^2.6.7 - checksum: 783a051fea42bb8cc52f92b1aaf1d5d1fb9412f8cc54c0cc3b4f6b5c3b97056bcdebc7c17d0b7efca67a8cf92642e2c9c50d49af80d2bd33b4cf286edf51664c + checksum: ce33d7bbccd56b2b724d9a9cac5f490a96c9c8f008736a6ccd5d66098b3347c8a7fe5fdd8e0b3b59a5c32b15fb56bb3b207987fee2af24fe2730a84992a1f6a1 languageName: node linkType: hard @@ -7910,7 +7910,7 @@ __metadata: version: 0.0.0-use.local resolution: "@langchain/anthropic@workspace:libs/langchain-anthropic" dependencies: - "@anthropic-ai/sdk": ^0.36.3 + "@anthropic-ai/sdk": ^0.37.0 "@anthropic-ai/vertex-sdk": ^0.4.1 "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" From 38d0ab84ac37a7f4975bea0f0f7b9d6ee9c63dcb Mon Sep 17 00:00:00 2001 From: Ben Burns <803016+benjamincburns@users.noreply.github.com> Date: Tue, 25 Feb 2025 12:37:37 +1300 Subject: [PATCH 53/70] release(anthropic): 0.3.14 --- libs/langchain-anthropic/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-anthropic/package.json b/libs/langchain-anthropic/package.json index 849abbf33d17..06d08d43bc63 100644 --- a/libs/langchain-anthropic/package.json +++ b/libs/langchain-anthropic/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/anthropic", - "version": "0.3.13", + "version": "0.3.14", "description": "Anthropic integrations for LangChain.js", "type": "module", "engines": { From eca902ef7e80b017a0823c23e7475d01a157a85e Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 09:58:34 -0800 Subject: [PATCH 54/70] fix(pinecone): Update Pinecone SDK to 5.0.0, make peer dep (#7767) --- .../retrievers/self_query/pinecone.ipynb | 2 +- .../text_embedding/pinecone.ipynb | 2 +- .../integrations/vectorstores/pinecone.ipynb | 4 ++-- examples/package.json | 2 +- .../src/vectorstores/pinecone.ts | 2 +- libs/langchain-pinecone/README.md | 4 ++-- libs/langchain-pinecone/package.json | 5 +++-- libs/langchain-pinecone/src/embeddings.ts | 13 ++++++----- .../src/tests/embeddings.int.test.ts | 4 ++-- .../src/tests/vectorstores.int.test.ts | 4 ++-- libs/langchain-pinecone/src/vectorstores.ts | 22 +++++++++++++++---- yarn.lock | 15 ++++++------- 12 files changed, 47 insertions(+), 32 deletions(-) diff --git a/docs/core_docs/docs/integrations/retrievers/self_query/pinecone.ipynb b/docs/core_docs/docs/integrations/retrievers/self_query/pinecone.ipynb index c5915ffe9249..4d87a37e906f 100644 --- a/docs/core_docs/docs/integrations/retrievers/self_query/pinecone.ipynb +++ b/docs/core_docs/docs/integrations/retrievers/self_query/pinecone.ipynb @@ -56,7 +56,7 @@ "\n", "The vector store lives in the `@langchain/pinecone` package. You'll also need to install the `langchain` package to import the main `SelfQueryRetriever` class.\n", "\n", - "The official Pinecone SDK (`@pinecone-database/pinecone`) is automatically installed as a dependency of `@langchain/pinecone`, but you may wish to install it independently as well.\n", + "You will also need to install the official Pinecone SDK (`@pinecone-database/pinecone@5`).\n", "\n", "For this example, we'll also use OpenAI embeddings, so you'll need to install the `@langchain/openai` package and [obtain an API key](https://platform.openai.com):\n", "\n", diff --git a/docs/core_docs/docs/integrations/text_embedding/pinecone.ipynb b/docs/core_docs/docs/integrations/text_embedding/pinecone.ipynb index 7df7fb186cdb..4bdcdb0acb0c 100644 --- a/docs/core_docs/docs/integrations/text_embedding/pinecone.ipynb +++ b/docs/core_docs/docs/integrations/text_embedding/pinecone.ipynb @@ -60,7 +60,7 @@ "\n", "\n", "\n", - " @langchain/pinecone @langchain/core\n", + " @langchain/pinecone @langchain/core @pinecone-database/pinecone@5\n", "\n", "```" ] diff --git a/docs/core_docs/docs/integrations/vectorstores/pinecone.ipynb b/docs/core_docs/docs/integrations/vectorstores/pinecone.ipynb index 480c710d9127..d3e4518e57b7 100644 --- a/docs/core_docs/docs/integrations/vectorstores/pinecone.ipynb +++ b/docs/core_docs/docs/integrations/vectorstores/pinecone.ipynb @@ -58,7 +58,7 @@ "\n", "\n", "\n", - " @langchain/pinecone @langchain/openai @langchain/core @pinecone-database/pinecone \n", + " @langchain/pinecone @langchain/openai @langchain/core @pinecone-database/pinecone@5\n", "\n", "```\n", "\n", @@ -363,4 +363,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/examples/package.json b/examples/package.json index 089372fe3e06..3f392a66bccf 100644 --- a/examples/package.json +++ b/examples/package.json @@ -69,7 +69,7 @@ "@langchain/yandex": "workspace:*", "@layerup/layerup-security": "^1.5.12", "@opensearch-project/opensearch": "^2.2.0", - "@pinecone-database/pinecone": "^4.0.0", + "@pinecone-database/pinecone": "^5.0.2", "@planetscale/database": "^1.8.0", "@prisma/client": "^4.11.0", "@qdrant/js-client-rest": "^1.9.0", diff --git a/libs/langchain-community/src/vectorstores/pinecone.ts b/libs/langchain-community/src/vectorstores/pinecone.ts index fa395af287e6..d92c6dfa1add 100644 --- a/libs/langchain-community/src/vectorstores/pinecone.ts +++ b/libs/langchain-community/src/vectorstores/pinecone.ts @@ -270,7 +270,7 @@ export class PineconeStore extends VectorStore { ); const matches = results?.matches ?? []; - const embeddingList = matches.map((match) => match.values); + const embeddingList = matches.map((match) => match.values!); const mmrIndexes = maximalMarginalRelevance( queryEmbedding, diff --git a/libs/langchain-pinecone/README.md b/libs/langchain-pinecone/README.md index 8ce22f6785a9..06b032447bee 100644 --- a/libs/langchain-pinecone/README.md +++ b/libs/langchain-pinecone/README.md @@ -1,11 +1,11 @@ # @langchain/pinecone -This package contains the LangChain.js integrations for through their SDK. +This package contains the LangChain.js integrations for Pinecone through their SDK. ## Installation ```bash npm2yarn -npm install @langchain/pinecone @langchain/core +npm install @langchain/pinecone @langchain/core @pinecone-database/pinecone ``` ## Development diff --git a/libs/langchain-pinecone/package.json b/libs/langchain-pinecone/package.json index c567920eb4f5..226df06f2ec2 100644 --- a/libs/langchain-pinecone/package.json +++ b/libs/langchain-pinecone/package.json @@ -32,12 +32,12 @@ "author": "Pinecone, Inc", "license": "MIT", "dependencies": { - "@pinecone-database/pinecone": "^4.0.0", "flat": "^5.0.2", "uuid": "^10.0.0" }, "peerDependencies": { - "@langchain/core": ">=0.2.21 <0.4.0" + "@langchain/core": ">=0.2.21 <0.4.0", + "@pinecone-database/pinecone": "^5.0.2" }, "devDependencies": { "@faker-js/faker": "^8.3.1", @@ -45,6 +45,7 @@ "@langchain/core": "workspace:*", "@langchain/openai": "workspace:*", "@langchain/scripts": ">=0.1.0 <0.2.0", + "@pinecone-database/pinecone": "^5.0.2", "@swc/core": "^1.3.90", "@swc/jest": "^0.2.29", "@tsconfig/recommended": "^1.0.3", diff --git a/libs/langchain-pinecone/src/embeddings.ts b/libs/langchain-pinecone/src/embeddings.ts index 6d0d04226ed8..36e14e12975e 100644 --- a/libs/langchain-pinecone/src/embeddings.ts +++ b/libs/langchain-pinecone/src/embeddings.ts @@ -75,7 +75,7 @@ export class PineconeEmbeddings ); } - let embeddings; + let embeddings: EmbeddingsList; if (this.params) { embeddings = await this.caller.call(async () => { const result: EmbeddingsList = await this.client.inference.embed( @@ -98,9 +98,10 @@ export class PineconeEmbeddings const embeddingsList: number[][] = []; - for (let i = 0; i < embeddings.length; i += 1) { - if (embeddings[i].values) { - embeddingsList.push(embeddings[i].values as number[]); + for (let i = 0; i < embeddings.data.length; i += 1) { + const embedding = embeddings.data[i]; + if ("values" in embedding && embedding.values) { + embeddingsList.push(embedding.values); } } return embeddingsList; @@ -130,8 +131,8 @@ export class PineconeEmbeddings return await this.client.inference.embed(this.model, [text], {}); }); } - if (embeddings[0].values) { - return embeddings[0].values as number[]; + if ("values" in embeddings.data[0]) { + return embeddings.data[0].values as number[]; } else { return []; } diff --git a/libs/langchain-pinecone/src/tests/embeddings.int.test.ts b/libs/langchain-pinecone/src/tests/embeddings.int.test.ts index 980e32775bca..62d34a774f4b 100644 --- a/libs/langchain-pinecone/src/tests/embeddings.int.test.ts +++ b/libs/langchain-pinecone/src/tests/embeddings.int.test.ts @@ -31,7 +31,7 @@ describe("Integration tests for Pinecone embeddings", () => { expect(embeddings[0].length).toBe(1024); // Assert correct dims on random doc expect(model.model).toBe("multilingual-e5-large"); expect(model.params).toEqual({ - inputType: "passage", // Maintain default inputType for docs + input_type: "passage", // Maintain default inputType for docs customParam: "value", }); @@ -40,7 +40,7 @@ describe("Integration tests for Pinecone embeddings", () => { expect(model.model).toBe("multilingual-e5-large"); expect(queryEmbedding.length).toBe(1024); expect(model.params).toEqual({ - inputType: "query", // Change inputType for query + input_type: "query", // Change inputType for query customParam: "value", }); }); diff --git a/libs/langchain-pinecone/src/tests/vectorstores.int.test.ts b/libs/langchain-pinecone/src/tests/vectorstores.int.test.ts index 074dccae9004..fed1d1736193 100644 --- a/libs/langchain-pinecone/src/tests/vectorstores.int.test.ts +++ b/libs/langchain-pinecone/src/tests/vectorstores.int.test.ts @@ -24,7 +24,7 @@ describe("PineconeStore", () => { beforeAll(async () => { const embeddings = new SyntheticEmbeddings({ - vectorSize: 1536, + vectorSize: 1024, }); const pinecone = new Pinecone({ @@ -239,7 +239,7 @@ describe("PineconeStore", () => { const documentId = uuid.v4(); const pageContent = faker.lorem.sentence(5); const embeddings = new SyntheticEmbeddings({ - vectorSize: 1536, + vectorSize: 1024, }); const store = new PineconeStore(embeddings, { diff --git a/libs/langchain-pinecone/src/vectorstores.ts b/libs/langchain-pinecone/src/vectorstores.ts index 8601c1570e8f..439c5c1551ed 100644 --- a/libs/langchain-pinecone/src/vectorstores.ts +++ b/libs/langchain-pinecone/src/vectorstores.ts @@ -21,7 +21,7 @@ import { import { chunkArray } from "@langchain/core/utils/chunk_array"; import { maximalMarginalRelevance } from "@langchain/core/utils/math"; -// eslint-disable-next-line @typescript-eslint/ban-types, @typescript-eslint/no-explicit-any +// eslint-disable-next-line @typescript-eslint/no-explicit-any type PineconeMetadata = Record; type HTTPHeaders = { @@ -340,7 +340,17 @@ export class PineconeStore extends VectorStore { const chunkSize = 100; const chunkedVectors = chunkArray(pineconeVectors, chunkSize); const batchRequests = chunkedVectors.map((chunk) => - this.caller.call(async () => namespace.upsert(chunk)) + this.caller.call(async () => { + try { + await namespace.upsert(chunk); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } catch (e: any) { + if (e.message.includes("404")) { + e.statusCode = 404; + } + throw e; + } + }) ); await Promise.all(batchRequests); @@ -382,7 +392,7 @@ export class PineconeStore extends VectorStore { if (filter && this.filter) { throw new Error("cannot provide both `filter` and `this.filter`"); } - const _filter = filter ?? this.filter; + let _filter = filter ?? this.filter; let optionsNamespace = this.namespace ?? ""; if (_filter && "namespace" in _filter) { @@ -390,6 +400,10 @@ export class PineconeStore extends VectorStore { delete _filter.namespace; } + if (Object.keys(_filter ?? {}).length === 0) { + _filter = undefined; + } + const namespace = this.pineconeIndex.namespace(optionsNamespace ?? ""); const results = await namespace.query({ @@ -483,7 +497,7 @@ export class PineconeStore extends VectorStore { ); const { matches = [] } = results; - const embeddingList = matches.map((match) => match.values); + const embeddingList = matches.map((match) => match.values!); const mmrIndexes = maximalMarginalRelevance( queryEmbedding, diff --git a/yarn.lock b/yarn.lock index 4939005e21e0..68fd3ab1b7af 100644 --- a/yarn.lock +++ b/yarn.lock @@ -9446,7 +9446,7 @@ __metadata: "@langchain/core": "workspace:*" "@langchain/openai": "workspace:*" "@langchain/scripts": ">=0.1.0 <0.2.0" - "@pinecone-database/pinecone": ^4.0.0 + "@pinecone-database/pinecone": ^5.0.2 "@swc/core": ^1.3.90 "@swc/jest": ^0.2.29 "@tsconfig/recommended": ^1.0.3 @@ -9472,6 +9472,7 @@ __metadata: uuid: ^10.0.0 peerDependencies: "@langchain/core": ">=0.2.21 <0.4.0" + "@pinecone-database/pinecone": ^5.0.2 languageName: unknown linkType: soft @@ -10969,12 +10970,10 @@ __metadata: languageName: node linkType: hard -"@pinecone-database/pinecone@npm:^4.0.0": - version: 4.0.0 - resolution: "@pinecone-database/pinecone@npm:4.0.0" - dependencies: - encoding: ^0.1.13 - checksum: 7523d7b8dc6a5d7b5d5cf37c97f6070112473f26d82aec23ca198554634e6bc0883866fcc9a8b2978e287daad8665085cef1d4f16d86a7ba0f8b623d88bdda54 +"@pinecone-database/pinecone@npm:^5.0.2": + version: 5.0.2 + resolution: "@pinecone-database/pinecone@npm:5.0.2" + checksum: 070a82fd8049ca3678bc5e3e430176cdb927005f4c27076e139641b89317364189fdc54d901c66ef2c0d631c3456997cfdd3892715e4dc09d1ee9ba47bfdacff languageName: node linkType: hard @@ -22359,7 +22358,7 @@ __metadata: "@langchain/yandex": "workspace:*" "@layerup/layerup-security": ^1.5.12 "@opensearch-project/opensearch": ^2.2.0 - "@pinecone-database/pinecone": ^4.0.0 + "@pinecone-database/pinecone": ^5.0.2 "@planetscale/database": ^1.8.0 "@prisma/client": ^4.11.0 "@qdrant/js-client-rest": ^1.9.0 From dd68043df3652c322f25531a692b551490743178 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 10:03:31 -0800 Subject: [PATCH 55/70] release(pinecone): 0.2.0 (#7772) --- libs/langchain-pinecone/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-pinecone/package.json b/libs/langchain-pinecone/package.json index 226df06f2ec2..4ea7618f9113 100644 --- a/libs/langchain-pinecone/package.json +++ b/libs/langchain-pinecone/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/pinecone", - "version": "0.1.3", + "version": "0.2.0", "description": "LangChain integration for Pinecone's vector database", "type": "module", "engines": { From cdb5d2d1e1e45e52df65a87a9a153c8f64130417 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 10:16:17 -0800 Subject: [PATCH 56/70] docs: Adds missing redirect (#7759) --- docs/core_docs/vercel.json | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/docs/core_docs/vercel.json b/docs/core_docs/vercel.json index 007ec37f0cd2..e930d91b4b76 100644 --- a/docs/core_docs/vercel.json +++ b/docs/core_docs/vercel.json @@ -104,6 +104,14 @@ { "source": "/docs/modules/model_io/prompts(/?)", "destination": "/docs/concepts/prompt_templates" + }, + { + "source": "/docs/guides/expression_language/cookbook(/?)", + "destination": "/docs/how_to/sequence" + }, + { + "source": "/docs/modules/model_io/models(/?)", + "destination": "/docs/integrations/chat/" } ] } From 1f570872a9f9d455d2b810f5a8cc8cafb4f3ff0d Mon Sep 17 00:00:00 2001 From: Ben Burns <803016+benjamincburns@users.noreply.github.com> Date: Fri, 28 Feb 2025 07:23:09 +1300 Subject: [PATCH 57/70] fix(core): don't create empty text content blocks (#7769) --- langchain-core/src/messages/base.ts | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/langchain-core/src/messages/base.ts b/langchain-core/src/messages/base.ts index 521f5b77935b..ac9aa2c96316 100644 --- a/langchain-core/src/messages/base.ts +++ b/langchain-core/src/messages/base.ts @@ -107,6 +107,9 @@ export function mergeContent( ): MessageContent { // If first content is a string if (typeof firstContent === "string") { + if (firstContent === "") { + return secondContent; + } if (typeof secondContent === "string") { return firstContent + secondContent; } else { @@ -121,6 +124,9 @@ export function mergeContent( ] ); } else { + if (secondContent === "") { + return firstContent; + } // Otherwise, add the second content as a new element of the list return [...firstContent, { type: "text", text: secondContent }]; } From b820cbb1b0592650efe3b575d88147c387d58d43 Mon Sep 17 00:00:00 2001 From: "142vip.cn" Date: Fri, 28 Feb 2025 02:29:51 +0800 Subject: [PATCH 58/70] fix(community): usage error returned by Zhipuai streaming data was missing tokens-related information (#7745) --- libs/langchain-community/src/chat_models/zhipuai.ts | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/libs/langchain-community/src/chat_models/zhipuai.ts b/libs/langchain-community/src/chat_models/zhipuai.ts index dd280cc8679f..337f7b2d0ec3 100644 --- a/libs/langchain-community/src/chat_models/zhipuai.ts +++ b/libs/langchain-community/src/chat_models/zhipuai.ts @@ -514,7 +514,7 @@ export class ChatZhipuAI extends BaseChatModel implements ChatZhipuAIParams { for await (const chunk of stream) { if (chunk !== "[DONE]") { const deserializedChunk = this._deserialize(chunk); - const { choices, id } = deserializedChunk; + const { choices, usage, id } = deserializedChunk; const text = choices[0]?.delta?.content ?? ""; const finished = !!choices[0]?.finish_reason; yield new ChatGenerationChunk({ @@ -524,7 +524,8 @@ export class ChatZhipuAI extends BaseChatModel implements ChatZhipuAIParams { ? { finished, request_id: id, - usage: chunk.usage, + // The usage of tokens is counted at the end of the stream + usage, } : undefined, }); From 5f805b29e2d54327c1e42bf4e0c83ce0d05f95cf Mon Sep 17 00:00:00 2001 From: rose Date: Fri, 28 Feb 2025 00:06:38 +0530 Subject: [PATCH 59/70] fix(core): Skip delete operation if not necessary during incremental index (#7734) --- langchain-core/src/indexing/base.ts | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/langchain-core/src/indexing/base.ts b/langchain-core/src/indexing/base.ts index 61283fee79dc..4f6400e594c8 100644 --- a/langchain-core/src/indexing/base.ts +++ b/langchain-core/src/indexing/base.ts @@ -348,9 +348,12 @@ export async function index(args: IndexArgs): Promise { before: indexStartDt, groupIds: sourceIds, }); - await vectorStore.delete({ ids: uidsToDelete }); - await recordManager.deleteKeys(uidsToDelete); - numDeleted += uidsToDelete.length; + + if (uidsToDelete.length > 0) { + await vectorStore.delete({ ids: uidsToDelete }); + await recordManager.deleteKeys(uidsToDelete); + numDeleted += uidsToDelete.length; + } } } From 79467fbc3545396d9fd18304b11dc55edee10233 Mon Sep 17 00:00:00 2001 From: Denis Capkovic Date: Thu, 27 Feb 2025 19:39:20 +0100 Subject: [PATCH 60/70] fix(google-genai): Fix Google Genai usage token (#7733) --- libs/langchain-google-genai/src/chat_models.ts | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/libs/langchain-google-genai/src/chat_models.ts b/libs/langchain-google-genai/src/chat_models.ts index fc3096758445..7bb4a1307485 100644 --- a/libs/langchain-google-genai/src/chat_models.ts +++ b/libs/langchain-google-genai/src/chat_models.ts @@ -905,21 +905,21 @@ export class ChatGoogleGenerativeAI options.streamUsage !== false ) { const genAIUsageMetadata = response.usageMetadata as { - promptTokenCount: number; - candidatesTokenCount: number; - totalTokenCount: number; + promptTokenCount: number | undefined; + candidatesTokenCount: number | undefined; + totalTokenCount: number | undefined; }; if (!usageMetadata) { usageMetadata = { - input_tokens: genAIUsageMetadata.promptTokenCount, - output_tokens: genAIUsageMetadata.candidatesTokenCount, - total_tokens: genAIUsageMetadata.totalTokenCount, + input_tokens: genAIUsageMetadata.promptTokenCount ?? 0, + output_tokens: genAIUsageMetadata.candidatesTokenCount ?? 0, + total_tokens: genAIUsageMetadata.totalTokenCount ?? 0, }; } else { // Under the hood, LangChain combines the prompt tokens. Google returns the updated // total each time, so we need to find the difference between the tokens. const outputTokenDiff = - genAIUsageMetadata.candidatesTokenCount - + (genAIUsageMetadata.candidatesTokenCount ?? 0) - usageMetadata.output_tokens; usageMetadata = { input_tokens: 0, From 60e5950eeebebc84b05c199710b14b8b46b442aa Mon Sep 17 00:00:00 2001 From: Arnau Castells Cami <36441239+acastells@users.noreply.github.com> Date: Thu, 27 Feb 2025 19:39:49 +0100 Subject: [PATCH 61/70] fix(core): add artifact to ToolMessage and ToolMessageChunk for RemoteRunnable (#7763) Co-authored-by: Arnau Castells Co-authored-by: jacoblee93 --- langchain-core/src/runnables/remote.ts | 2 ++ 1 file changed, 2 insertions(+) diff --git a/langchain-core/src/runnables/remote.ts b/langchain-core/src/runnables/remote.ts index 4cae2f63d783..5a242fa6234d 100644 --- a/langchain-core/src/runnables/remote.ts +++ b/langchain-core/src/runnables/remote.ts @@ -87,6 +87,7 @@ function revive(obj: any): any { content: obj.content, tool_call_id: obj.tool_call_id, status: obj.status, + artifact: obj.artifact, }); } if (obj.type === "AIMessage" || obj.type === "ai") { @@ -121,6 +122,7 @@ function revive(obj: any): any { content: obj.content, tool_call_id: obj.tool_call_id, status: obj.status, + artifact: obj.artifact, }); } if (obj.type === "AIMessageChunk") { From efed92d2d60e10360c619942834b77ff8536b740 Mon Sep 17 00:00:00 2001 From: allen Date: Thu, 27 Feb 2025 10:40:12 -0800 Subject: [PATCH 62/70] fix(deepseek): wrong home link for @langchain/deepseek (#7754) --- libs/langchain-deepseek/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-deepseek/package.json b/libs/langchain-deepseek/package.json index 648fe220c9ad..30197947f784 100644 --- a/libs/langchain-deepseek/package.json +++ b/libs/langchain-deepseek/package.json @@ -12,7 +12,7 @@ "type": "git", "url": "git@github.com:langchain-ai/langchainjs.git" }, - "homepage": "https://github.com/langchain-ai/langchainjs/tree/main/libs/@langchain/deepseek", + "homepage": "https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-deepseek", "scripts": { "build": "yarn turbo:command build:internal --filter=@langchain/deepseek", "build:internal": "yarn lc_build --create-entrypoints --pre --tree-shaking", From 1bf36c906e1bcdb4ea2739f50855db4bf44baa7e Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 10:45:48 -0800 Subject: [PATCH 63/70] release(google-genai): 0.1.10 (#7773) --- libs/langchain-google-genai/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-google-genai/package.json b/libs/langchain-google-genai/package.json index 2befd57a8655..a5e112cb9500 100644 --- a/libs/langchain-google-genai/package.json +++ b/libs/langchain-google-genai/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/google-genai", - "version": "0.1.9", + "version": "0.1.10", "description": "Google Generative AI integration for LangChain.js", "type": "module", "engines": { From d07f6da743d568ab6066d3a8e36114d3e0b09e73 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 10:48:43 -0800 Subject: [PATCH 64/70] release(core): 0.3.41 (#7774) --- langchain-core/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langchain-core/package.json b/langchain-core/package.json index e8fd553fbfe0..16661fc1d18a 100644 --- a/langchain-core/package.json +++ b/langchain-core/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/core", - "version": "0.3.40", + "version": "0.3.41", "description": "Core LangChain.js abstractions and schemas", "type": "module", "engines": { From ed1d8c283ed351d6d8dd3661de7077a68b0d6acc Mon Sep 17 00:00:00 2001 From: allen Date: Thu, 27 Feb 2025 11:32:45 -0800 Subject: [PATCH 65/70] feat(community): Support google cloud storage document loader (#7740) Co-authored-by: jacoblee93 --- .../web_loaders/google_cloud_storage.mdx | 33 ++++++ .../document_loaders/google_cloud_storage.ts | 17 +++ libs/langchain-community/.gitignore | 4 + libs/langchain-community/langchain.config.js | 1 + libs/langchain-community/package.json | 15 ++- .../web/google_cloud_storage.ts | 104 ++++++++++++++++++ .../src/load/import_map.ts | 1 + yarn.lock | 48 +++++++- 8 files changed, 219 insertions(+), 4 deletions(-) create mode 100644 docs/core_docs/docs/integrations/document_loaders/web_loaders/google_cloud_storage.mdx create mode 100644 examples/src/document_loaders/google_cloud_storage.ts create mode 100644 libs/langchain-community/src/document_loaders/web/google_cloud_storage.ts diff --git a/docs/core_docs/docs/integrations/document_loaders/web_loaders/google_cloud_storage.mdx b/docs/core_docs/docs/integrations/document_loaders/web_loaders/google_cloud_storage.mdx new file mode 100644 index 000000000000..c519d9b8aed6 --- /dev/null +++ b/docs/core_docs/docs/integrations/document_loaders/web_loaders/google_cloud_storage.mdx @@ -0,0 +1,33 @@ +--- +hide_table_of_contents: true +sidebar_class_name: node-only +--- + +# Google Cloud Storage + +:::tip Compatibility +Only available on Node.js. +::: + +This covers how to load a Google Cloud Storage File into LangChain documents. + +## Setup + +To use this loader, you'll need to have Unstructured already set up and ready to use at an available URL endpoint. It can also be configured to run locally. + +See the docs [here](/docs/integrations/document_loaders/file_loaders/unstructured) for information on how to do that. + +You'll also need to install the official Google Cloud Storage SDK: + +```bash npm2yarn +npm install @langchain/community @langchain/core @google-cloud/storage +``` + +## Usage + +Once Unstructured is configured, you can use the Google Cloud Storage loader to load files and then convert them into a Document. + +import CodeBlock from "@theme/CodeBlock"; +import Example from "@examples/document_loaders/google_cloud_storage.ts"; + +{Example} diff --git a/examples/src/document_loaders/google_cloud_storage.ts b/examples/src/document_loaders/google_cloud_storage.ts new file mode 100644 index 000000000000..584d4659fe35 --- /dev/null +++ b/examples/src/document_loaders/google_cloud_storage.ts @@ -0,0 +1,17 @@ +import { GoogleCloudStorageLoader } from "@langchain/community/document_loaders/web/google_cloud_storage"; + +const loader = new GoogleCloudStorageLoader({ + bucket: "my-bucket-123", + file: "path/to/file.pdf", + storageOptions: { + keyFilename: "/path/to/keyfile.json", + }, + unstructuredLoaderOptions: { + apiUrl: "http://localhost:8000/general/v0/general", + apiKey: "", // this will be soon required + }, +}); + +const docs = await loader.load(); + +console.log(docs); diff --git a/libs/langchain-community/.gitignore b/libs/langchain-community/.gitignore index 458fd7822c48..ae0258bd42da 100644 --- a/libs/langchain-community/.gitignore +++ b/libs/langchain-community/.gitignore @@ -934,6 +934,10 @@ document_loaders/web/college_confidential.cjs document_loaders/web/college_confidential.js document_loaders/web/college_confidential.d.ts document_loaders/web/college_confidential.d.cts +document_loaders/web/google_cloud_storage.cjs +document_loaders/web/google_cloud_storage.js +document_loaders/web/google_cloud_storage.d.ts +document_loaders/web/google_cloud_storage.d.cts document_loaders/web/gitbook.cjs document_loaders/web/gitbook.js document_loaders/web/gitbook.d.ts diff --git a/libs/langchain-community/langchain.config.js b/libs/langchain-community/langchain.config.js index 311c028c09a2..dca43ba96d44 100644 --- a/libs/langchain-community/langchain.config.js +++ b/libs/langchain-community/langchain.config.js @@ -289,6 +289,7 @@ export const config = { "document_loaders/web/playwright": "document_loaders/web/playwright", "document_loaders/web/college_confidential": "document_loaders/web/college_confidential", + "document_loaders/web/google_cloud_storage": "document_loaders/web/google_cloud_storage", "document_loaders/web/gitbook": "document_loaders/web/gitbook", "document_loaders/web/hn": "document_loaders/web/hn", "document_loaders/web/imsdb": "document_loaders/web/imsdb", diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index 52a4bd641477..ade9221dbff1 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -76,7 +76,7 @@ "@gomomento/sdk": "^1.51.1", "@gomomento/sdk-core": "^1.51.1", "@google-ai/generativelanguage": "^2.5.0", - "@google-cloud/storage": "^7.7.0", + "@google-cloud/storage": "^7.15.2", "@gradientai/nodejs-sdk": "^1.2.0", "@huggingface/inference": "^2.6.4", "@huggingface/transformers": "^3.2.3", @@ -2823,6 +2823,15 @@ "import": "./document_loaders/web/college_confidential.js", "require": "./document_loaders/web/college_confidential.cjs" }, + "./document_loaders/web/google_cloud_storage": { + "types": { + "import": "./document_loaders/web/google_cloud_storage.d.ts", + "require": "./document_loaders/web/google_cloud_storage.d.cts", + "default": "./document_loaders/web/google_cloud_storage.d.ts" + }, + "import": "./document_loaders/web/google_cloud_storage.js", + "require": "./document_loaders/web/google_cloud_storage.cjs" + }, "./document_loaders/web/gitbook": { "types": { "import": "./document_loaders/web/gitbook.d.ts", @@ -4150,6 +4159,10 @@ "document_loaders/web/college_confidential.js", "document_loaders/web/college_confidential.d.ts", "document_loaders/web/college_confidential.d.cts", + "document_loaders/web/google_cloud_storage.cjs", + "document_loaders/web/google_cloud_storage.js", + "document_loaders/web/google_cloud_storage.d.ts", + "document_loaders/web/google_cloud_storage.d.cts", "document_loaders/web/gitbook.cjs", "document_loaders/web/gitbook.js", "document_loaders/web/gitbook.d.ts", diff --git a/libs/langchain-community/src/document_loaders/web/google_cloud_storage.ts b/libs/langchain-community/src/document_loaders/web/google_cloud_storage.ts new file mode 100644 index 000000000000..ee3db659f667 --- /dev/null +++ b/libs/langchain-community/src/document_loaders/web/google_cloud_storage.ts @@ -0,0 +1,104 @@ +import { Storage, StorageOptions } from "@google-cloud/storage"; +import * as os from "node:os"; +import * as path from "node:path"; +import * as fsDefault from "node:fs"; +import { BaseDocumentLoader } from "@langchain/core/document_loaders/base"; +import { Document } from "@langchain/core/documents"; +import { + UnstructuredLoaderOptions, + UnstructuredLoader, +} from "../fs/unstructured.js"; + +/** + * Represents the parameters for the GoogleCloudStorageLoader class. It includes + * properties such as the GCS bucket, file destination, the options for the UnstructuredLoader and + * the options for Google Cloud Storage + */ +export type GcsLoaderConfig = { + fs?: typeof fsDefault; + bucket: string; + file: string; + unstructuredLoaderOptions: UnstructuredLoaderOptions; + storageOptions: StorageOptions; +}; + +/** + * A class that extends the BaseDocumentLoader class. It represents a + * document loader for loading files from a google cloud storage bucket. + * @example + * ```typescript + * const loader = new GoogleCloudStorageLoader({ + * bucket: "", + * file: "", + * storageOptions: { + * keyFilename: "" + * } + * unstructuredConfig: { + * apiUrl: "", + * apiKey: "" + * } + * }); + * const docs = await loader.load(); + * ``` + */ +export class GoogleCloudStorageLoader extends BaseDocumentLoader { + private bucket: string; + + private file: string; + + private storageOptions: StorageOptions; + + private _fs: typeof fsDefault; + + private unstructuredLoaderOptions: UnstructuredLoaderOptions; + + constructor({ + fs = fsDefault, + file, + bucket, + unstructuredLoaderOptions, + storageOptions, + }: GcsLoaderConfig) { + super(); + this._fs = fs; + this.bucket = bucket; + this.file = file; + this.unstructuredLoaderOptions = unstructuredLoaderOptions; + this.storageOptions = storageOptions; + } + + async load(): Promise>[]> { + const tempDir = this._fs.mkdtempSync( + path.join(os.tmpdir(), "googlecloudstoragefileloader-") + ); + const filePath = path.join(tempDir, this.file); + + try { + const storage = new Storage(this.storageOptions); + const bucket = storage.bucket(this.bucket); + + const [buffer] = await bucket.file(this.file).download(); + this._fs.mkdirSync(path.dirname(filePath), { recursive: true }); + + this._fs.writeFileSync(filePath, buffer); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + } catch (e: any) { + throw new Error( + `Failed to download file ${this.file} from google cloud storage bucket ${this.bucket}: ${e.message}` + ); + } + + try { + const unstructuredLoader = new UnstructuredLoader( + filePath, + this.unstructuredLoaderOptions + ); + const docs = await unstructuredLoader.load(); + return docs; + } catch { + throw new Error( + `Failed to load file ${filePath} using unstructured loader.` + ); + } + } +} diff --git a/libs/langchain-community/src/load/import_map.ts b/libs/langchain-community/src/load/import_map.ts index 7fbabf056df7..bc70dbf860c5 100644 --- a/libs/langchain-community/src/load/import_map.ts +++ b/libs/langchain-community/src/load/import_map.ts @@ -80,6 +80,7 @@ export * as indexes__base from "../indexes/base.js"; export * as indexes__memory from "../indexes/memory.js"; export * as document_loaders__web__airtable from "../document_loaders/web/airtable.js"; export * as document_loaders__web__html from "../document_loaders/web/html.js"; +export * as document_loaders__web__google_cloud_storage from "../document_loaders/web/google_cloud_storage.js"; export * as document_loaders__web__jira from "../document_loaders/web/jira.js"; export * as document_loaders__web__searchapi from "../document_loaders/web/searchapi.js"; export * as document_loaders__web__serpapi from "../document_loaders/web/serpapi.js"; diff --git a/yarn.lock b/yarn.lock index 68fd3ab1b7af..58edc1b397a8 100644 --- a/yarn.lock +++ b/yarn.lock @@ -6802,6 +6802,29 @@ __metadata: languageName: node linkType: hard +"@google-cloud/storage@npm:^7.15.2": + version: 7.15.2 + resolution: "@google-cloud/storage@npm:7.15.2" + dependencies: + "@google-cloud/paginator": ^5.0.0 + "@google-cloud/projectify": ^4.0.0 + "@google-cloud/promisify": ^4.0.0 + abort-controller: ^3.0.0 + async-retry: ^1.3.3 + duplexify: ^4.1.3 + fast-xml-parser: ^4.4.1 + gaxios: ^6.0.2 + google-auth-library: ^9.6.3 + html-entities: ^2.5.2 + mime: ^3.0.0 + p-limit: ^3.0.1 + retry-request: ^7.0.0 + teeny-request: ^9.0.0 + uuid: ^8.0.0 + checksum: 1c3a2614349ca9e16bc2949e1dad511e321ca38551a51987a972955a88bf21f7ad31dccec9b63233c5d678cccb84654575098f85a592a8d335b09cab8859ea4c + languageName: node + linkType: hard + "@google-cloud/storage@npm:^7.7.0": version: 7.7.0 resolution: "@google-cloud/storage@npm:7.7.0" @@ -8270,7 +8293,7 @@ __metadata: "@gomomento/sdk": ^1.51.1 "@gomomento/sdk-core": ^1.51.1 "@google-ai/generativelanguage": ^2.5.0 - "@google-cloud/storage": ^7.7.0 + "@google-cloud/storage": ^7.15.2 "@gradientai/nodejs-sdk": ^1.2.0 "@huggingface/inference": ^2.6.4 "@huggingface/transformers": ^3.2.3 @@ -20669,6 +20692,18 @@ __metadata: languageName: node linkType: hard +"duplexify@npm:^4.1.3": + version: 4.1.3 + resolution: "duplexify@npm:4.1.3" + dependencies: + end-of-stream: ^1.4.1 + inherits: ^2.0.3 + readable-stream: ^3.1.1 + stream-shift: ^1.0.2 + checksum: 9636a027345de3dd3c801594d01a7c73d9ce260019538beb1ee650bba7544e72f40a4d4902b52e1ab283dc32a06f210d42748773af02ff15e3064a9659deab7f + languageName: node + linkType: hard + "eastasianwidth@npm:^0.2.0": version: 0.2.0 resolution: "eastasianwidth@npm:0.2.0" @@ -24206,7 +24241,7 @@ __metadata: languageName: node linkType: hard -"google-auth-library@npm:^9.15.1": +"google-auth-library@npm:^9.15.1, google-auth-library@npm:^9.6.3": version: 9.15.1 resolution: "google-auth-library@npm:9.15.1" dependencies: @@ -24843,7 +24878,7 @@ __metadata: languageName: node linkType: hard -"html-entities@npm:^2.3.3": +"html-entities@npm:^2.3.3, html-entities@npm:^2.5.2": version: 2.5.2 resolution: "html-entities@npm:2.5.2" checksum: b23f4a07d33d49ade1994069af4e13d31650e3fb62621e92ae10ecdf01d1a98065c78fd20fdc92b4c7881612210b37c275f2c9fba9777650ab0d6f2ceb3b99b6 @@ -35607,6 +35642,13 @@ __metadata: languageName: node linkType: hard +"stream-shift@npm:^1.0.2": + version: 1.0.3 + resolution: "stream-shift@npm:1.0.3" + checksum: a24c0a3f66a8f9024bd1d579a533a53be283b4475d4e6b4b3211b964031447bdf6532dd1f3c2b0ad66752554391b7c62bd7ca4559193381f766534e723d50242 + languageName: node + linkType: hard + "streamsearch@npm:^1.1.0": version: 1.1.0 resolution: "streamsearch@npm:1.1.0" From 4a645ba7cf94e648d3d1b57eef5f988b69dbd741 Mon Sep 17 00:00:00 2001 From: Jacob Lee Date: Thu, 27 Feb 2025 11:42:42 -0800 Subject: [PATCH 66/70] release(community): 0.3.33 (#7775) --- libs/langchain-community/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index ade9221dbff1..4aac3bc6901f 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/community", - "version": "0.3.32", + "version": "0.3.33", "description": "Third-party integrations for LangChain.js", "type": "module", "engines": { From b59347330644a8c811fc9da5b84eacd09515d57d Mon Sep 17 00:00:00 2001 From: Ben Burns <803016+benjamincburns@users.noreply.github.com> Date: Fri, 28 Feb 2025 12:42:33 +1300 Subject: [PATCH 67/70] feat(aws): support reasoning blocks for claude 3.7 (#7768) --- libs/langchain-aws/package.json | 10 +- libs/langchain-aws/src/common.ts | 225 ++++++++++++++++-- .../src/tests/chat_models.int.test.ts | 103 ++++++++ libs/langchain-aws/src/types.ts | 23 ++ yarn.lock | 164 ++++++++++++- 5 files changed, 498 insertions(+), 27 deletions(-) diff --git a/libs/langchain-aws/package.json b/libs/langchain-aws/package.json index 540b5be1ca39..6dc42ad37df1 100644 --- a/libs/langchain-aws/package.json +++ b/libs/langchain-aws/package.json @@ -32,15 +32,15 @@ "author": "LangChain", "license": "MIT", "dependencies": { - "@aws-sdk/client-bedrock-agent-runtime": "^3.749.0", - "@aws-sdk/client-bedrock-runtime": "^3.749.0", - "@aws-sdk/client-kendra": "^3.749.0", - "@aws-sdk/credential-provider-node": "^3.749.0", + "@aws-sdk/client-bedrock-agent-runtime": "^3.755.0", + "@aws-sdk/client-bedrock-runtime": "^3.755.0", + "@aws-sdk/client-kendra": "^3.750.0", + "@aws-sdk/credential-provider-node": "^3.750.0", "zod": "^3.23.8", "zod-to-json-schema": "^3.22.5" }, "peerDependencies": { - "@langchain/core": ">=0.2.21 <0.4.0" + "@langchain/core": ">=0.3.41 <0.4.0" }, "devDependencies": { "@aws-sdk/types": "^3.734.0", diff --git a/libs/langchain-aws/src/common.ts b/libs/langchain-aws/src/common.ts index d187b6c3d061..e73690b7eb53 100644 --- a/libs/langchain-aws/src/common.ts +++ b/libs/langchain-aws/src/common.ts @@ -20,12 +20,22 @@ import type { ContentBlockDeltaEvent, ConverseStreamMetadataEvent, ContentBlockStartEvent, + ReasoningContentBlock, + ReasoningContentBlockDelta, + ReasoningTextBlock, } from "@aws-sdk/client-bedrock-runtime"; import type { DocumentType as __DocumentType } from "@smithy/types"; import { isLangChainTool } from "@langchain/core/utils/function_calling"; import { zodToJsonSchema } from "zod-to-json-schema"; import { ChatGenerationChunk } from "@langchain/core/outputs"; -import { ChatBedrockConverseToolType, BedrockToolChoice } from "./types.js"; +import { + ChatBedrockConverseToolType, + BedrockToolChoice, + MessageContentReasoningBlock, + MessageContentReasoningBlockReasoningText, + MessageContentReasoningBlockReasoningTextPartial, + MessageContentReasoningBlockRedacted, +} from "./types.js"; export function extractImageInfo(base64: string): ContentBlock.ImageMember { // Extract the format from the base64 string @@ -99,22 +109,34 @@ export function convertToConverseMessages(messages: BaseMessage[]): { text: castMsg.content, }); } else if (Array.isArray(castMsg.content)) { - const contentBlocks: ContentBlock[] = castMsg.content.map((block) => { - if (block.type === "text" && block.text !== "") { - return { - text: block.text, - }; - } else { - const blockValues = Object.fromEntries( - Object.entries(block).filter(([key]) => key !== "type") - ); - throw new Error( - `Unsupported content block type: ${ - block.type - } with content of ${JSON.stringify(blockValues, null, 2)}` - ); + const concatenatedBlocks = concatenateLangchainReasoningBlocks( + castMsg.content + ); + const contentBlocks: ContentBlock[] = concatenatedBlocks.map( + (block) => { + if (block.type === "text" && block.text !== "") { + return { + text: block.text, + }; + } else if (block.type === "reasoning_content") { + return { + reasoningContent: + langchainReasoningBlockToBedrockReasoningBlock( + block as MessageContentReasoningBlock + ), + }; + } else { + const blockValues = Object.fromEntries( + Object.entries(block).filter(([key]) => key !== "type") + ); + throw new Error( + `Unsupported content block type: ${ + block.type + } with content of ${JSON.stringify(blockValues, null, 2)}` + ); + } } - }); + ); assistantMsg.content = [ ...(assistantMsg.content ? assistantMsg.content : []), @@ -411,6 +433,12 @@ export function convertConverseMessageToLangChainMessage( }); } else if ("text" in c && typeof c.text === "string") { content.push({ type: "text", text: c.text }); + } else if ("reasoningContent" in c) { + content.push( + bedrockReasoningBlockToLangchainReasoningBlock( + c.reasoningContent as ReasoningContentBlock + ) + ); } else { content.push(c); } @@ -453,6 +481,17 @@ export function handleConverseStreamContentBlockDelta( ], }), }); + } else if (contentBlockDelta.delta.reasoningContent) { + return new ChatGenerationChunk({ + text: "", + message: new AIMessageChunk({ + content: [ + bedrockReasoningDeltaToLangchainPartialReasoningBlock( + contentBlockDelta.delta.reasoningContent + ), + ], + }), + }); } else { throw new Error( `Unsupported content block type(s): ${JSON.stringify( @@ -512,3 +551,157 @@ export function handleConverseStreamMetadata( }), }); } + +export function bedrockReasoningDeltaToLangchainPartialReasoningBlock( + reasoningContent: ReasoningContentBlockDelta +): + | MessageContentReasoningBlockReasoningTextPartial + | MessageContentReasoningBlockRedacted { + const { text, redactedContent, signature } = reasoningContent; + if (text) { + return { + type: "reasoning_content", + reasoningText: { text }, + }; + } + if (signature) { + return { + type: "reasoning_content", + reasoningText: { signature }, + }; + } + if (redactedContent) { + return { + type: "reasoning_content", + redactedContent: Buffer.from(redactedContent).toString("base64"), + }; + } + throw new Error("Invalid reasoning content"); +} + +export function bedrockReasoningBlockToLangchainReasoningBlock( + reasoningContent: ReasoningContentBlock +): MessageContentReasoningBlock { + const { reasoningText, redactedContent } = reasoningContent; + if (reasoningText) { + return { + type: "reasoning_content", + reasoningText: reasoningText as Required, + }; + } + + if (redactedContent) { + return { + type: "reasoning_content", + redactedContent: Buffer.from(redactedContent).toString("base64"), + }; + } + throw new Error("Invalid reasoning content"); +} + +export function langchainReasoningBlockToBedrockReasoningBlock( + content: MessageContentReasoningBlock +): ReasoningContentBlock { + if (content.type !== "reasoning_content") { + throw new Error("Invalid reasoning content"); + } + if ("reasoningText" in content) { + return { + reasoningText: content.reasoningText as ReasoningTextBlock, + }; + } + if ("redactedContent" in content) { + return { + redactedContent: Buffer.from(content.redactedContent, "base64"), + }; + } + throw new Error("Invalid reasoning content"); +} + +export function concatenateLangchainReasoningBlocks( + content: Array +): MessageContentComplex[] { + const concatenatedBlocks: MessageContentComplex[] = []; + let concatenatedBlock: Partial = {}; + + for (const block of content) { + if (block.type !== "reasoning_content") { + // if it's some other block type, end the current block, but keep it so we preserve order + if (Object.keys(concatenatedBlock).length > 0) { + concatenatedBlocks.push( + concatenatedBlock as MessageContentReasoningBlock + ); + concatenatedBlock = {}; + } + concatenatedBlocks.push(block); + continue; + } + + // non-redacted block + if ("reasoningText" in block && typeof block.reasoningText === "object") { + if ("redactedContent" in concatenatedBlock) { + // new type of block, so end the previous one + concatenatedBlocks.push( + concatenatedBlock as MessageContentReasoningBlock + ); + concatenatedBlock = {}; + } + const { text, signature } = block.reasoningText as Partial< + MessageContentReasoningBlockReasoningText["reasoningText"] + >; + const { text: prevText, signature: prevSignature } = ( + "reasoningText" in concatenatedBlock + ? concatenatedBlock.reasoningText + : {} + ) as Partial; + + concatenatedBlock = { + type: "reasoning_content", + reasoningText: { + ...((concatenatedBlock as MessageContentReasoningBlockReasoningText) + .reasoningText ?? {}), + ...(prevText !== undefined || text !== undefined + ? { text: (prevText ?? "") + (text ?? "") } + : {}), + ...(prevSignature !== undefined || signature !== undefined + ? { signature: (prevSignature ?? "") + (signature ?? "") } + : {}), + }, + }; + // if a partial block chunk has a signature, the next one will begin a new reasoning block. + // full blocks always have signatures, so we start one now, anyway + if ("signature" in block.reasoningText) { + concatenatedBlocks.push( + concatenatedBlock as MessageContentReasoningBlock + ); + concatenatedBlock = {}; + } + } + + if ("redactedContent" in block) { + if ("reasoningText" in concatenatedBlock) { + // New type of block, so end the previous one. We should't really hit + // this, as we'll have created a new block upon encountering the + // signature above, but better safe than sorry. + concatenatedBlocks.push( + concatenatedBlock as MessageContentReasoningBlock + ); + concatenatedBlock = {}; + } + const { redactedContent } = block; + const prevRedactedContent = ( + "redactedContent" in concatenatedBlock + ? concatenatedBlock.redactedContent! + : "" + ) as Partial; + concatenatedBlock = { + type: "reasoning_content", + redactedContent: prevRedactedContent + redactedContent, + }; + } + } + if (Object.keys(concatenatedBlock).length > 0) { + concatenatedBlocks.push(concatenatedBlock as MessageContentReasoningBlock); + } + return concatenatedBlocks; +} diff --git a/libs/langchain-aws/src/tests/chat_models.int.test.ts b/libs/langchain-aws/src/tests/chat_models.int.test.ts index cd3cc4d16f38..3db43d9f6843 100644 --- a/libs/langchain-aws/src/tests/chat_models.int.test.ts +++ b/libs/langchain-aws/src/tests/chat_models.int.test.ts @@ -4,13 +4,18 @@ import { test, expect } from "@jest/globals"; import { AIMessage, AIMessageChunk, + BaseMessage, HumanMessage, + MessageContentComplex, SystemMessage, ToolMessage, } from "@langchain/core/messages"; import { tool } from "@langchain/core/tools"; import { z } from "zod"; +import { concat } from "@langchain/core/utils/stream"; import { ChatBedrockConverse } from "../chat_models.js"; +import { concatenateLangchainReasoningBlocks } from "../common.js"; +import { MessageContentReasoningBlockReasoningText } from "../types.js"; // Save the original value of the 'LANGCHAIN_CALLBACKS_BACKGROUND' environment variable const originalBackground = process.env.LANGCHAIN_CALLBACKS_BACKGROUND; @@ -366,3 +371,101 @@ test("Model can handle empty content messages", async () => { expect(typeof result.content).toBe("string"); expect(result.content.length).toBeGreaterThan(1); }); + +test("Test reasoning_content blocks multiturn invoke", async () => { + const model = new ChatBedrockConverse({ + ...baseConstructorArgs, + model: "us.anthropic.claude-3-7-sonnet-20250219-v1:0", + maxTokens: 5000, + additionalModelRequestFields: { + thinking: { type: "enabled", budget_tokens: 2000 }, + }, + }); + + async function doInvoke(messages: BaseMessage[]) { + const response = await model.invoke(messages); + + expect(Array.isArray(response.content)).toBe(true); + const content = response.content as MessageContentComplex[]; + expect(content.some((block) => block.type === "reasoning_content")).toBe( + true + ); + + for (const block of content) { + expect(typeof block).toBe("object"); + if (block.type === "reasoning_content") { + expect(Object.keys(block).sort()).toEqual( + ["type", "reasoningText"].sort() + ); + expect(block.reasoningText).toBeTruthy(); + expect(typeof block.reasoningText).toBe("object"); + expect(block.reasoningText.text).toBeTruthy(); + expect(typeof block.reasoningText.text).toBe("string"); + expect(block.reasoningText.signature).toBeTruthy(); + expect(typeof block.reasoningText.signature).toBe("string"); + } + } + return response; + } + + const invokeMessages = [new HumanMessage("Hello")]; + + invokeMessages.push(await doInvoke(invokeMessages)); + invokeMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await model.invoke(invokeMessages); +}); + +test("Test reasoning_content blocks multiturn streaming", async () => { + const model = new ChatBedrockConverse({ + ...baseConstructorArgs, + model: "us.anthropic.claude-3-7-sonnet-20250219-v1:0", + maxTokens: 5000, + additionalModelRequestFields: { + thinking: { type: "enabled", budget_tokens: 2000 }, + }, + }); + + async function doStreaming(messages: BaseMessage[]) { + let full: AIMessageChunk | null = null; + for await (const chunk of await model.stream(messages)) { + full = full ? concat(full, chunk) : chunk; + } + expect(full).toBeInstanceOf(AIMessageChunk); + expect(Array.isArray(full?.content)).toBe(true); + const content = concatenateLangchainReasoningBlocks( + full?.content as MessageContentComplex[] + ); + expect(content.some((block) => block.type === "reasoning_content")).toBe( + true + ); + + for (const block of content) { + expect(typeof block).toBe("object"); + if (block.type === "reasoning_content") { + expect(Object.keys(block).sort()).toEqual( + ["type", "reasoningText"].sort() + ); + + const reasoningBlock = + block as MessageContentReasoningBlockReasoningText; + expect(reasoningBlock.reasoningText).toBeTruthy(); + expect(typeof reasoningBlock.reasoningText).toBe("object"); + expect(reasoningBlock.reasoningText.text).toBeTruthy(); + expect(typeof reasoningBlock.reasoningText.text).toBe("string"); + expect(reasoningBlock.reasoningText.signature).toBeTruthy(); + expect(typeof reasoningBlock.reasoningText.signature).toBe("string"); + } + } + return full as AIMessageChunk; + } + + const streamingMessages = [new HumanMessage("Hello")]; + + streamingMessages.push(await doStreaming(streamingMessages)); + streamingMessages.push(new HumanMessage("What is 42+7?")); + + // test a second time to make sure that we've got input translation working correctly + await doStreaming(streamingMessages); +}); diff --git a/libs/langchain-aws/src/types.ts b/libs/langchain-aws/src/types.ts index 876a6979c2bf..1758f2dea935 100644 --- a/libs/langchain-aws/src/types.ts +++ b/libs/langchain-aws/src/types.ts @@ -19,3 +19,26 @@ export type BedrockToolChoice = | ToolChoice.AutoMember | ToolChoice.ToolMember; export type ChatBedrockConverseToolType = BindToolsInput | BedrockTool; + +export type MessageContentReasoningBlockReasoningText = { + type: "reasoning_content"; + reasoningText: { + text: string; + signature: string; + }; +}; + +export type MessageContentReasoningBlockRedacted = { + type: "reasoning_content"; + redactedContent: string; +}; + +export type MessageContentReasoningBlockReasoningTextPartial = { + type: "reasoning_content"; + reasoningText: { text: string } | { signature: string }; +}; + +export type MessageContentReasoningBlock = + | MessageContentReasoningBlockReasoningText + | MessageContentReasoningBlockRedacted + | MessageContentReasoningBlockReasoningTextPartial; diff --git a/yarn.lock b/yarn.lock index 58edc1b397a8..e9b87634d65e 100644 --- a/yarn.lock +++ b/yarn.lock @@ -520,6 +520,56 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/client-bedrock-agent-runtime@npm:^3.755.0": + version: 3.755.0 + resolution: "@aws-sdk/client-bedrock-agent-runtime@npm:3.755.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/credential-provider-node": 3.750.0 + "@aws-sdk/middleware-host-header": 3.734.0 + "@aws-sdk/middleware-logger": 3.734.0 + "@aws-sdk/middleware-recursion-detection": 3.734.0 + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/region-config-resolver": 3.734.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@aws-sdk/util-user-agent-browser": 3.734.0 + "@aws-sdk/util-user-agent-node": 3.750.0 + "@smithy/config-resolver": ^4.0.1 + "@smithy/core": ^3.1.4 + "@smithy/eventstream-serde-browser": ^4.0.1 + "@smithy/eventstream-serde-config-resolver": ^4.0.1 + "@smithy/eventstream-serde-node": ^4.0.1 + "@smithy/fetch-http-handler": ^5.0.1 + "@smithy/hash-node": ^4.0.1 + "@smithy/invalid-dependency": ^4.0.1 + "@smithy/middleware-content-length": ^4.0.1 + "@smithy/middleware-endpoint": ^4.0.5 + "@smithy/middleware-retry": ^4.0.6 + "@smithy/middleware-serde": ^4.0.2 + "@smithy/middleware-stack": ^4.0.1 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/node-http-handler": ^4.0.2 + "@smithy/protocol-http": ^5.0.1 + "@smithy/smithy-client": ^4.1.5 + "@smithy/types": ^4.1.0 + "@smithy/url-parser": ^4.0.1 + "@smithy/util-base64": ^4.0.0 + "@smithy/util-body-length-browser": ^4.0.0 + "@smithy/util-body-length-node": ^4.0.0 + "@smithy/util-defaults-mode-browser": ^4.0.6 + "@smithy/util-defaults-mode-node": ^4.0.6 + "@smithy/util-endpoints": ^3.0.1 + "@smithy/util-middleware": ^4.0.1 + "@smithy/util-retry": ^4.0.1 + "@smithy/util-utf8": ^4.0.0 + tslib: ^2.6.2 + checksum: 702f690cbd27d24d7c81e9c7b2a3d558ff8129eec7f870f2ab4d1eac564be3212ec02a3cad808422bdd0e92d2f695497eb290de75e621bbf3265bb5756996c14 + languageName: node + linkType: hard + "@aws-sdk/client-bedrock-runtime@npm:^3.749.0": version: 3.749.0 resolution: "@aws-sdk/client-bedrock-runtime@npm:3.749.0" @@ -573,6 +623,59 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/client-bedrock-runtime@npm:^3.755.0": + version: 3.755.0 + resolution: "@aws-sdk/client-bedrock-runtime@npm:3.755.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/credential-provider-node": 3.750.0 + "@aws-sdk/middleware-host-header": 3.734.0 + "@aws-sdk/middleware-logger": 3.734.0 + "@aws-sdk/middleware-recursion-detection": 3.734.0 + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/region-config-resolver": 3.734.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@aws-sdk/util-user-agent-browser": 3.734.0 + "@aws-sdk/util-user-agent-node": 3.750.0 + "@smithy/config-resolver": ^4.0.1 + "@smithy/core": ^3.1.4 + "@smithy/eventstream-serde-browser": ^4.0.1 + "@smithy/eventstream-serde-config-resolver": ^4.0.1 + "@smithy/eventstream-serde-node": ^4.0.1 + "@smithy/fetch-http-handler": ^5.0.1 + "@smithy/hash-node": ^4.0.1 + "@smithy/invalid-dependency": ^4.0.1 + "@smithy/middleware-content-length": ^4.0.1 + "@smithy/middleware-endpoint": ^4.0.5 + "@smithy/middleware-retry": ^4.0.6 + "@smithy/middleware-serde": ^4.0.2 + "@smithy/middleware-stack": ^4.0.1 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/node-http-handler": ^4.0.2 + "@smithy/protocol-http": ^5.0.1 + "@smithy/smithy-client": ^4.1.5 + "@smithy/types": ^4.1.0 + "@smithy/url-parser": ^4.0.1 + "@smithy/util-base64": ^4.0.0 + "@smithy/util-body-length-browser": ^4.0.0 + "@smithy/util-body-length-node": ^4.0.0 + "@smithy/util-defaults-mode-browser": ^4.0.6 + "@smithy/util-defaults-mode-node": ^4.0.6 + "@smithy/util-endpoints": ^3.0.1 + "@smithy/util-middleware": ^4.0.1 + "@smithy/util-retry": ^4.0.1 + "@smithy/util-stream": ^4.1.1 + "@smithy/util-utf8": ^4.0.0 + "@types/uuid": ^9.0.1 + tslib: ^2.6.2 + uuid: ^9.0.1 + checksum: 48122560e216a12f44f169632b3010ba49c3020aee7960448ea1cf1ca3ca892c7a96716ba03dc7f7dc252599d1a5757eb210270a5ea2a05257e38dfd5e55a1c3 + languageName: node + linkType: hard + "@aws-sdk/client-cognito-identity@npm:3.592.0": version: 3.592.0 resolution: "@aws-sdk/client-cognito-identity@npm:3.592.0" @@ -769,6 +872,55 @@ __metadata: languageName: node linkType: hard +"@aws-sdk/client-kendra@npm:^3.750.0": + version: 3.750.0 + resolution: "@aws-sdk/client-kendra@npm:3.750.0" + dependencies: + "@aws-crypto/sha256-browser": 5.2.0 + "@aws-crypto/sha256-js": 5.2.0 + "@aws-sdk/core": 3.750.0 + "@aws-sdk/credential-provider-node": 3.750.0 + "@aws-sdk/middleware-host-header": 3.734.0 + "@aws-sdk/middleware-logger": 3.734.0 + "@aws-sdk/middleware-recursion-detection": 3.734.0 + "@aws-sdk/middleware-user-agent": 3.750.0 + "@aws-sdk/region-config-resolver": 3.734.0 + "@aws-sdk/types": 3.734.0 + "@aws-sdk/util-endpoints": 3.743.0 + "@aws-sdk/util-user-agent-browser": 3.734.0 + "@aws-sdk/util-user-agent-node": 3.750.0 + "@smithy/config-resolver": ^4.0.1 + "@smithy/core": ^3.1.4 + "@smithy/fetch-http-handler": ^5.0.1 + "@smithy/hash-node": ^4.0.1 + "@smithy/invalid-dependency": ^4.0.1 + "@smithy/middleware-content-length": ^4.0.1 + "@smithy/middleware-endpoint": ^4.0.5 + "@smithy/middleware-retry": ^4.0.6 + "@smithy/middleware-serde": ^4.0.2 + "@smithy/middleware-stack": ^4.0.1 + "@smithy/node-config-provider": ^4.0.1 + "@smithy/node-http-handler": ^4.0.2 + "@smithy/protocol-http": ^5.0.1 + "@smithy/smithy-client": ^4.1.5 + "@smithy/types": ^4.1.0 + "@smithy/url-parser": ^4.0.1 + "@smithy/util-base64": ^4.0.0 + "@smithy/util-body-length-browser": ^4.0.0 + "@smithy/util-body-length-node": ^4.0.0 + "@smithy/util-defaults-mode-browser": ^4.0.6 + "@smithy/util-defaults-mode-node": ^4.0.6 + "@smithy/util-endpoints": ^3.0.1 + "@smithy/util-middleware": ^4.0.1 + "@smithy/util-retry": ^4.0.1 + "@smithy/util-utf8": ^4.0.0 + "@types/uuid": ^9.0.1 + tslib: ^2.6.2 + uuid: ^9.0.1 + checksum: a30d472bc0ec4a7e7f4bc55f9b11199e232417168e2dbc28280f4c50f33b23484c050f18bdbdc46dc168aaa4e4e082ebaa41ea8f3ec1f3bebe1fda8e306a59dd + languageName: node + linkType: hard + "@aws-sdk/client-lambda@npm:^3.749.0": version: 3.749.0 resolution: "@aws-sdk/client-lambda@npm:3.749.0" @@ -1543,7 +1695,7 @@ __metadata: languageName: node linkType: hard -"@aws-sdk/credential-provider-node@npm:3.750.0": +"@aws-sdk/credential-provider-node@npm:3.750.0, @aws-sdk/credential-provider-node@npm:^3.750.0": version: 3.750.0 resolution: "@aws-sdk/credential-provider-node@npm:3.750.0" dependencies: @@ -7968,10 +8120,10 @@ __metadata: version: 0.0.0-use.local resolution: "@langchain/aws@workspace:libs/langchain-aws" dependencies: - "@aws-sdk/client-bedrock-agent-runtime": ^3.749.0 - "@aws-sdk/client-bedrock-runtime": ^3.749.0 - "@aws-sdk/client-kendra": ^3.749.0 - "@aws-sdk/credential-provider-node": ^3.749.0 + "@aws-sdk/client-bedrock-agent-runtime": ^3.755.0 + "@aws-sdk/client-bedrock-runtime": ^3.755.0 + "@aws-sdk/client-kendra": ^3.750.0 + "@aws-sdk/credential-provider-node": ^3.750.0 "@aws-sdk/types": ^3.734.0 "@jest/globals": ^29.5.0 "@langchain/core": "workspace:*" @@ -8001,7 +8153,7 @@ __metadata: zod: ^3.22.4 zod-to-json-schema: ^3.22.5 peerDependencies: - "@langchain/core": ">=0.2.21 <0.4.0" + "@langchain/core": ">=0.3.41 <0.4.0" languageName: unknown linkType: soft From 2de36ac920065d23b487b34d269f6feeb91cf555 Mon Sep 17 00:00:00 2001 From: Ben Burns <803016+benjamincburns@users.noreply.github.com> Date: Fri, 28 Feb 2025 13:52:48 +1300 Subject: [PATCH 68/70] release(aws): 0.1.5 --- libs/langchain-aws/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-aws/package.json b/libs/langchain-aws/package.json index 6dc42ad37df1..d0172e00930e 100644 --- a/libs/langchain-aws/package.json +++ b/libs/langchain-aws/package.json @@ -1,6 +1,6 @@ { "name": "@langchain/aws", - "version": "0.1.4", + "version": "0.1.5", "description": "LangChain AWS integration", "type": "module", "engines": { From fa73d2fc473d5b045cf43a81323eb9cfca6c09b8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Filip=20=C5=BBmijewski?= Date: Fri, 28 Feb 2025 12:55:47 +0100 Subject: [PATCH 69/70] feat: Add support for lightweight engine --- .../docs/integrations/chat/ibm.ipynb | 2 +- .../docs/integrations/llms/ibm.ipynb | 2 +- .../src/chat_models/ibm.ts | 14 +++++----- .../src/chat_models/tests/ibm.int.test.ts | 4 --- .../src/chat_models/tests/ibm.test.ts | 16 +++++------ libs/langchain-community/src/llms/ibm.ts | 7 +---- .../src/llms/tests/ibm.test.ts | 28 +++++-------------- 7 files changed, 24 insertions(+), 49 deletions(-) diff --git a/docs/core_docs/docs/integrations/chat/ibm.ipynb b/docs/core_docs/docs/integrations/chat/ibm.ipynb index bff577f57d1d..83b18963aabb 100644 --- a/docs/core_docs/docs/integrations/chat/ibm.ipynb +++ b/docs/core_docs/docs/integrations/chat/ibm.ipynb @@ -184,7 +184,7 @@ "source": [ "Note:\n", "\n", - "- You must provide `spaceId` or `projectId` in order to proceed.\n", + "- You must provide `spaceId`, `projectId` or `idOrName`(deployment id) unless you use lighweight engine which works without specifying either (refer to [watsonx.ai docs](https://www.ibm.com/docs/en/cloud-paks/cp-data/5.0.x?topic=install-choosing-installation-mode))\n", "- Depending on the region of your provisioned service instance, use correct serviceUrl." ] }, diff --git a/docs/core_docs/docs/integrations/llms/ibm.ipynb b/docs/core_docs/docs/integrations/llms/ibm.ipynb index 7a063f466097..1f960dae1049 100644 --- a/docs/core_docs/docs/integrations/llms/ibm.ipynb +++ b/docs/core_docs/docs/integrations/llms/ibm.ipynb @@ -185,7 +185,7 @@ "source": [ "Note:\n", "\n", - "- You must provide `spaceId`, `projectId` or `idOrName`(deployment id) in order to proceed.\n", + "- You must provide `spaceId`, `projectId` or `idOrName`(deployment id) unless you use lighweight engine which works without specifying either (refer to [watsonx.ai docs](https://www.ibm.com/docs/en/cloud-paks/cp-data/5.0.x?topic=install-choosing-installation-mode))\n", "- Depending on the region of your provisioned service instance, use correct serviceUrl.\n", "- You need to specify the model you want to use for inferencing through model_id." ] diff --git a/libs/langchain-community/src/chat_models/ibm.ts b/libs/langchain-community/src/chat_models/ibm.ts index d8d1196343bf..d71d51fd21f4 100644 --- a/libs/langchain-community/src/chat_models/ibm.ts +++ b/libs/langchain-community/src/chat_models/ibm.ts @@ -465,11 +465,6 @@ export class ChatWatsonx< ) throw new Error("Maximum 1 id type can be specified per instance"); - if (!("projectId" in fields || "spaceId" in fields || "idOrName" in fields)) - throw new Error( - "No id specified! At least id of 1 type has to be specified" - ); - if ("model" in fields) { this.projectId = fields?.projectId; this.spaceId = fields?.spaceId; @@ -564,13 +559,18 @@ export class ChatWatsonx< scopeId(): | { idOrName: string } | { projectId: string; modelId: string } - | { spaceId: string; modelId: string } { + | { spaceId: string; modelId: string } + | { modelId: string } { if (this.projectId && this.model) return { projectId: this.projectId, modelId: this.model }; else if (this.spaceId && this.model) return { spaceId: this.spaceId, modelId: this.model }; else if (this.idOrName) return { idOrName: this.idOrName }; - else throw new Error("No scope id provided"); + else if (this.model) + return { + modelId: this.model, + }; + else throw new Error("No id or model provided!"); } async completionWithRetry( diff --git a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts index 8b8f476f1226..59a646aaa88a 100644 --- a/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts +++ b/libs/langchain-community/src/chat_models/tests/ibm.int.test.ts @@ -17,10 +17,6 @@ import { BaseChatModelCallOptions, } from "@langchain/core/language_models/chat_models"; import { ChatWatsonx } from "../ibm.js"; -import { - BaseChatModel, - BaseChatModelCallOptions, -} from "@langchain/core/language_models/chat_models"; describe("Tests for chat", () => { describe("Test ChatWatsonx invoke and generate", () => { diff --git a/libs/langchain-community/src/chat_models/tests/ibm.test.ts b/libs/langchain-community/src/chat_models/tests/ibm.test.ts index b35b59d8ccbd..4adccd85ad8f 100644 --- a/libs/langchain-community/src/chat_models/tests/ibm.test.ts +++ b/libs/langchain-community/src/chat_models/tests/ibm.test.ts @@ -141,24 +141,22 @@ describe("LLM unit tests", () => { testProperties(instance, testProps); }); - }); - describe("Negative tests", () => { test("Missing id", async () => { const testProps: ChatWatsonxInput = { model: "mistralai/mistral-large", version: "2024-05-31", serviceUrl: process.env.WATSONX_AI_SERVICE_URL as string, }; - expect( - () => - new ChatWatsonx({ - ...testProps, - ...fakeAuthProp, - }) - ).toThrowError(); + const intance = new ChatWatsonx({ + ...testProps, + ...fakeAuthProp, + }); + expect(intance).toBeDefined(); }); + }); + describe("Negative tests", () => { test("Missing other props", async () => { // @ts-expect-error Intentionally passing not enough parameters const testPropsProjectId: ChatWatsonxInput = { diff --git a/libs/langchain-community/src/llms/ibm.ts b/libs/langchain-community/src/llms/ibm.ts index 8bf94854800d..4e5362d57ebf 100644 --- a/libs/langchain-community/src/llms/ibm.ts +++ b/libs/langchain-community/src/llms/ibm.ts @@ -184,11 +184,6 @@ export class WatsonxLLM< ) throw new Error("Maximum 1 id type can be specified per instance"); - if (!("projectId" in fields || "spaceId" in fields || "idOrName" in fields)) - throw new Error( - "No id specified! At least id of 1 type has to be specified" - ); - this.serviceUrl = fields?.serviceUrl; const { watsonxAIApikey, @@ -281,7 +276,7 @@ export class WatsonxLLM< return { spaceId: this.spaceId, modelId: this.model }; else if (this.idOrName) return { idOrName: this.idOrName, modelId: this.model }; - else return { spaceId: this.spaceId, modelId: this.model }; + else return { modelId: this.model }; } async listModels() { diff --git a/libs/langchain-community/src/llms/tests/ibm.test.ts b/libs/langchain-community/src/llms/tests/ibm.test.ts index 0669af2f811b..3f88c9a6d97f 100644 --- a/libs/langchain-community/src/llms/tests/ibm.test.ts +++ b/libs/langchain-community/src/llms/tests/ibm.test.ts @@ -125,24 +125,21 @@ describe("LLM unit tests", () => { testProperties(instance, testProps); }); - }); - - describe("Negative tests", () => { test("Missing id", async () => { const testProps: WatsonxInputLLM = { model: "ibm/granite-13b-chat-v2", version: "2024-05-31", serviceUrl: process.env.WATSONX_AI_SERVICE_URL as string, }; - expect( - () => - new WatsonxLLM({ - ...testProps, - ...fakeAuthProp, - }) - ).toThrowError(); + const instance = new WatsonxLLM({ + ...testProps, + ...fakeAuthProp, + }); + expect(instance).toBeDefined(); }); + }); + describe("Negative tests", () => { test("Missing other props", async () => { // @ts-expect-error Intentionally passing not enough parameters const testPropsProjectId: WatsonxInputLLM = { @@ -156,17 +153,6 @@ describe("LLM unit tests", () => { ...fakeAuthProp, }) ).toThrowError(); - // @ts-expect-error Intentionally passing not enough parameters - const testPropsServiceUrl: WatsonxInputLLM = { - serviceUrl: process.env.WATSONX_AI_SERVICE_URL as string, - }; - expect( - () => - new WatsonxLLM({ - ...testPropsServiceUrl, - ...fakeAuthProp, - }) - ).toThrowError(); const testPropsVersion = { version: "2024-05-31", }; From e95375722eb951dae2922d332ac9c74fb7172c21 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Filip=20=C5=BBmijewski?= Date: Fri, 28 Feb 2025 13:17:57 +0100 Subject: [PATCH 70/70] Change id in notebooks --- docs/core_docs/docs/integrations/chat/ibm.ipynb | 3 ++- docs/core_docs/docs/integrations/llms/ibm.ipynb | 4 ++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/docs/core_docs/docs/integrations/chat/ibm.ipynb b/docs/core_docs/docs/integrations/chat/ibm.ipynb index 83b18963aabb..cac889632308 100644 --- a/docs/core_docs/docs/integrations/chat/ibm.ipynb +++ b/docs/core_docs/docs/integrations/chat/ibm.ipynb @@ -171,7 +171,8 @@ " version: \"YYYY-MM-DD\",\n", " serviceUrl: process.env.API_URL,\n", " projectId: \"\",\n", - " spaceId: \"\",\n", + " // spaceId: \"\",\n", + " // idOrName: \"\",\n", " model: \"\",\n", " ...props\n", "});" diff --git a/docs/core_docs/docs/integrations/llms/ibm.ipynb b/docs/core_docs/docs/integrations/llms/ibm.ipynb index 1f960dae1049..5fa4fec71a59 100644 --- a/docs/core_docs/docs/integrations/llms/ibm.ipynb +++ b/docs/core_docs/docs/integrations/llms/ibm.ipynb @@ -171,8 +171,8 @@ " version: \"YYYY-MM-DD\",\n", " serviceUrl: process.env.API_URL,\n", " projectId: \"\",\n", - " spaceId: \"\",\n", - " idOrName: \"\",\n", + " // spaceId: \"\",\n", + " // idOrName: \"\",\n", " model: \"\",\n", " ...props,\n", "});"