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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# **Google Community LangChain**\n", | ||
"\n", | ||
"> **What is `Google Community LangChain`?**\n", | ||
"\n", | ||
"- Google Community LangChain is a set of powerful integrations and tools that enable seamless interaction with Google Cloud services such as BigQuery, Vertex AI, Gmail, Document AI, and more.\n", | ||
"- It helps you build intelligent applications leveraging Google's cloud capabilities, making it easier to integrate AI models, APIs, and cloud services.\n", | ||
"\n", | ||
"> Get started with Google Community LangChain by visiting [LangChain documentation](https://langchain.com).\n", | ||
"\n", | ||
"## Key Components\n", | ||
"\n", | ||
"### **BigQuery**\n", | ||
"- **BigQueryLoader**: Load data from Google Cloud BigQuery.\n", | ||
"- **BigQueryVectorStore**: A vector store implementation that utilizes BigQuery and BigQuery Vector Search.\n", | ||
"- **VertexFSVectorStore**: A vector store implementation that utilizes BigQuery Storage and Vertex AI Feature Store.\n", | ||
"\n", | ||
"### **DocAI**\n", | ||
"- **DocAIParser**: Google Cloud Document AI parser.\n", | ||
"- **DocumentAIWarehouseRetriever**: A retriever based on Document AI Warehouse.\n", | ||
"\n", | ||
"### **Gmail**\n", | ||
"- **GmailBaseTool**: Base class for Gmail tools.\n", | ||
"- **GmailCreateDraft**: Tool that creates a draft email for Gmail.\n", | ||
"- **GmailGetMessage**: Tool that gets a message by ID from Gmail.\n", | ||
"- **GmailSearch**: Tool that searches for messages or threads in Gmail.\n", | ||
"\n", | ||
"### **Google Cloud Speech to Text**\n", | ||
"- **SpeechToTextLoader**: Loader for Google Cloud Speech-to-Text audio transcripts.\n", | ||
"\n", | ||
"### **Google Places API**\n", | ||
"- **GooglePlacesAPIWrapper**: Wrapper around Google Places API.\n", | ||
"- **GooglePlacesTool**: Tool that queries the Google Places API.\n", | ||
"\n", | ||
"### **Google Cloud Text-to-Speech**\n", | ||
"- **TextToSpeechTool**: Tool that queries the Google Cloud Text to Speech API.\n", | ||
"\n", | ||
"### **Google Translate**\n", | ||
"- **GoogleTranslateTransformer**: Translate text documents using Google Cloud Translation.\n", | ||
"\n", | ||
"### **Vertex AI Search**\n", | ||
"- **VertexAISearchRetriever**: Google Vertex AI Search retriever.\n", | ||
"- **VertexAIMultiTurnSearchRetriever**: Google Vertex AI Search retriever for multi-turn conversations.\n", | ||
"\n", | ||
"### **Vertex AI Ranker**\n", | ||
"- **VertexAIRank**: Initializes the Vertex AI Ranker with configurable parameters.\n", | ||
"\n", | ||
"> Visit the [LangChain Google Community Documentation](https://python.langchain.com/docs/integrations/providers/google/) to explore more features and integrate Google services." | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"language_info": { | ||
"name": "python" | ||
} | ||
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"nbformat": 4, | ||
"nbformat_minor": 2 | ||
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