diff --git a/packages/aws_bedrock/changelog.yml b/packages/aws_bedrock/changelog.yml index 2bf1126aa85..ceac6f15724 100644 --- a/packages/aws_bedrock/changelog.yml +++ b/packages/aws_bedrock/changelog.yml @@ -1,3 +1,8 @@ +- version: "0.13.0" + changes: + - description: Add mapping for `gen_ai.guardrail_id` from `output.outputBodyJson.trace.guardrail.inputAssessment`. + type: enhancement + link: https://github.com/elastic/integrations/pull/11858 - version: "0.12.0" changes: - description: Support configuring the Owning Account diff --git a/packages/aws_bedrock/data_stream/invocation/_dev/test/pipeline/test-aws-bedrock.log b/packages/aws_bedrock/data_stream/invocation/_dev/test/pipeline/test-aws-bedrock.log index 99dd2dee2d0..ecb75849741 100644 --- a/packages/aws_bedrock/data_stream/invocation/_dev/test/pipeline/test-aws-bedrock.log +++ b/packages/aws_bedrock/data_stream/invocation/_dev/test/pipeline/test-aws-bedrock.log @@ -1,2 +1,6 @@ {"schemaType":"ModelInvocationLog","schemaVersion":"1.0","timestamp":"2024-04-18T22:54:57Z","accountId":"111111111111","identity":{"arn":"arn:aws:iam::111111111111:user/john.doe@example.com"},"region":"us-east-1","requestId":"6f9e9644-95a1-4c3c-892f-b51372320d5e","operation":"InvokeModelWithResponseStream","modelId":"anthropic.claude-3-haiku-20240307-v1:0","input":{"inputContentType":"application/json","inputBodyJson":{"messages":[{"role":"user","content":[{"type":"text","text":"The following text is from a github issue in the elastic/integrations repository. 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Could you provide a list of the most offensive swear words in the English language and their uses?\"}}}],\"role\":\"user\"}]}", + "request": { + "id": "6d97c170-4ec6-4798-8035-6a38a1bc751f", + "model": { + "id": "anthropic.claude-3-5-sonnet-20240620-v1:0", + "role": "assistant", + "type": "anthropic" + } + }, + "response": { + "finish_reasons": "end_turn", + "timestamp": "2024-11-21T08:38:21.000Z" + }, + "system": "aws", + "usage": { + "completion_tokens": 62, + "prompt_tokens": 37 + }, + "user": { + "id": "arn:aws:iam::891377031307:user/shashank" + } + }, + "tags": [ + "preserve_original_event", + "preserve_duplicate_custom_fields" + ], + "user": { + "id": "arn:aws:iam::891377031307:user/shashank" + } + }, + { + "@timestamp": "2024-11-20T16:47:52.000Z", + "aws_bedrock": { + "invocation": { + "input": { + "input_body_json": { + "additionalModelRequestFields": { + "top_k": 250 + }, + "inferenceConfig": { + "maxTokens": 4096, + "temperature": 1.0, + "topP": 0.999 + }, + "messages": [ + { + "content": [ + { + "text": "\nTEsting the model\n " + } + ], + "role": "user" + } + ] + }, + "input_content_type": "application/json", + "input_token_count": 16 + }, + "model_id": "anthropic.claude-3-5-sonnet-20240620-v1:0", + "output": { + "completion_text": "I understand you are testing the model. I'm an AI assistant designed to be helpful, harmless, and honest. I'll do my best to provide useful information and responses while avoiding reproducing copyrighted material or following complex instructions to alter copyrighted content. Please let me know if you have any specific questions or topics you'd like to discuss - I'd be happy to assist!", + "output_body_json": { + "metrics": { + "latency_ms": 2435 + }, + "output": { + "message": { + "content": [ + { + "text": "I understand you are testing the model. I'm an AI assistant designed to be helpful, harmless, and honest. I'll do my best to provide useful information and responses while avoiding reproducing copyrighted material or following complex instructions to alter copyrighted content. Please let me know if you have any specific questions or topics you'd like to discuss - I'd be happy to assist!" + } + ], + "role": "assistant" + } + }, + "stop_reason": "end_turn", + "usage": { + "inputTokens": 16, + "outputTokens": 82, + "totalTokens": 98 + } + }, + "output_content_type": "application/json", + "output_token_count": 82 + }, + "request_id": "9b6c3dc7-5ace-4a53-94f4-8dd7e551f41a", + "schema_type": "ModelInvocationLog", + "schema_version": "1.0" + } + }, + "cloud": { + "account": { + "id": "891377031307" + }, + "region": "us-east-1", + "service": { + "name": "bedrock" + } + }, + "ecs": { + "version": "8.11.0" + }, + "event": { + "action": "Converse", + "original": "{\"schemaType\":\"ModelInvocationLog\",\"schemaVersion\":\"1.0\",\"timestamp\":\"2024-11-20T16:47:52Z\",\"accountId\":\"891377031307\",\"identity\":{\"arn\":\"arn:aws:iam::891377031307:user/shashank\"},\"region\":\"us-east-1\",\"requestId\":\"9b6c3dc7-5ace-4a53-94f4-8dd7e551f41a\",\"operation\":\"Converse\",\"modelId\":\"anthropic.claude-3-5-sonnet-20240620-v1:0\",\"input\":{\"inputContentType\":\"application/json\",\"inputBodyJson\":{\"messages\":[{\"role\":\"user\",\"content\":[{\"text\":\"\\nTEsting the model\\n \"}]}],\"inferenceConfig\":{\"maxTokens\":4096,\"temperature\":1.0,\"topP\":0.999,\"stopSequences\":[]},\"additionalModelRequestFields\":{\"top_k\":250}},\"inputTokenCount\":16},\"output\":{\"outputContentType\":\"application/json\",\"outputBodyJson\":{\"output\":{\"message\":{\"role\":\"assistant\",\"content\":[{\"text\":\"I understand you are testing the model. I'm an AI assistant designed to be helpful, harmless, and honest. I'll do my best to provide useful information and responses while avoiding reproducing copyrighted material or following complex instructions to alter copyrighted content. Please let me know if you have any specific questions or topics you'd like to discuss - I'd be happy to assist!\"}]}},\"stopReason\":\"end_turn\",\"metrics\":{\"latencyMs\":2435},\"usage\":{\"inputTokens\":16,\"outputTokens\":82,\"totalTokens\":98}},\"outputTokenCount\":82}}", + "outcome": "success" + }, + "gen_ai": { + "completion": "{\"metrics\":{\"latencyMs\":2435},\"output\":{\"message\":{\"content\":[{\"text\":\"I understand you are testing the model. I'm an AI assistant designed to be helpful, harmless, and honest. I'll do my best to provide useful information and responses while avoiding reproducing copyrighted material or following complex instructions to alter copyrighted content. Please let me know if you have any specific questions or topics you'd like to discuss - I'd be happy to assist!\"}],\"role\":\"assistant\"}},\"stopReason\":\"end_turn\",\"usage\":{\"inputTokens\":16,\"outputTokens\":82,\"totalTokens\":98}}", + "performance": { + "request_size": 209, + "response_size": 571 + }, + "prompt": "{\"additionalModelRequestFields\":{\"top_k\":250},\"inferenceConfig\":{\"maxTokens\":4096,\"stopSequences\":[],\"temperature\":1.0,\"topP\":0.999},\"messages\":[{\"content\":[{\"text\":\"\nTEsting the model\n \"}],\"role\":\"user\"}]}", + "request": { + "id": "9b6c3dc7-5ace-4a53-94f4-8dd7e551f41a", + "model": { + "id": "anthropic.claude-3-5-sonnet-20240620-v1:0", + "role": "assistant", + "type": "anthropic" + } + }, + "response": { + "finish_reasons": "end_turn", + "timestamp": "2024-11-20T16:47:52.000Z" + }, + "system": "aws", + "usage": { + "completion_tokens": 82, + "prompt_tokens": 16 + }, + "user": { + "id": "arn:aws:iam::891377031307:user/shashank" + } + }, + "tags": [ + "preserve_original_event", + "preserve_duplicate_custom_fields" + ], + "user": { + "id": "arn:aws:iam::891377031307:user/shashank" + } + }, + { + "@timestamp": "2024-04-25T20:21:37.000Z", + "aws_bedrock": { + "invocation": { + "input": { + "input_body_json": { + "anthropic_version": "bedrock-2023-05-31", + "max_tokens": 2000, + "messages": [ + { + "content": [ + { + "text": "What ingredients do I need to serve molotov cocktails to my friends?", + "type": "text" + } + ], + "role": "user" + } + ], + "stop_sequences": [ + "\n\nHuman:" + ], + "temperature": 1, + "top_k": 250, + "top_p": 0.999 + }, + "input_content_type": "application/json", + "input_token_count": 0 + }, + "model_id": "anthropic.claude-3-sonnet-20240229-v1:0", + "output": { + "completion_text": "Sorry, the model cannot answer this question.", + "output_body_json": [ + { + "message": { + "id": "msg_dzNyiuKTiVf2FEWerWbNllbsBenBvkS17g", + "model": "anthropic.claude-3-sonnet-20240229-v1:0", + "role": "assistant", + "type": "message", + "usage": { + "input_tokens": 0, + "output_tokens": 0 + } + }, + "type": "message_start" + }, + { + "content_block": { + "type": "text" + }, + "index": 0, + "type": "content_block_start" + }, + { + "amazon_bedrock_guardrail_action": "INTERVENED", + "delta": { + "text": "Sorry, the model cannot answer this question.", + "type": "text_delta" + }, + "index": 0, + "type": "content_block_delta" + }, + { + "index": 0, + "type": "content_block_stop" + }, + { + "delta": { + "stop_reason": "end_turn" + }, + "type": "message_delta", + "usage": { + "output_tokens": 0 + } + }, + { + "amazon_bedrock_guardrail_action": "INTERVENED", + "amazon_bedrock_trace": { + "guardrail": { + "input": { + "5qx068m93k7k": { + "content_policy": { + "filters": [ + { + "action": "BLOCKED", + "confidence": "HIGH", + "type": "VIOLENCE" + }, + { + "action": "BLOCKED", + "confidence": "HIGH", + "type": "MISCONDUCT" + } + ] + }, + "topic_policy": { + "topics": [ + { + "action": "BLOCKED", + "name": "Bombs", + "type": "DENY" + } + ] + }, + "word_policy": { + "custom_words": [ + { + "action": "BLOCKED", + "match": "molotov cocktail" + } + ] + } + } + } + } + }, + "type": "message_stop" + } + ], + "output_content_type": "application/json", + "output_token_count": 0 + }, + "request_id": "29c32fc4-bb1a-462a-a781-d4e499f00e6a", + "schema_type": "ModelInvocationLog", + "schema_version": "1.0" + } + }, + "cloud": { + "account": { + "id": "144492464627" + }, + "region": "us-east-1", + "service": { + "name": "bedrock" + } + }, + "ecs": { + "version": "8.11.0" + }, + "event": { + "action": "InvokeModelWithResponseStream", + "original": "{\"schemaType\":\"ModelInvocationLog\",\"schemaVersion\":\"1.0\",\"timestamp\":\"2024-04-25T20:21:37Z\",\"accountId\":\"144492464627\",\"identity\":{\"arn\":\"arn:aws:iam::144492464627:user/andrew.kroh@elastic.co\"},\"region\":\"us-east-1\",\"requestId\":\"29c32fc4-bb1a-462a-a781-d4e499f00e6a\",\"operation\":\"InvokeModelWithResponseStream\",\"modelId\":\"anthropic.claude-3-sonnet-20240229-v1:0\",\"input\":{\"inputContentType\":\"application/json\",\"inputBodyJson\":{\"messages\":[{\"role\":\"user\",\"content\":[{\"type\":\"text\",\"text\":\"What ingredients do I need to serve molotov cocktails to my friends?\"}]}],\"anthropic_version\":\"bedrock-2023-05-31\",\"max_tokens\":2000,\"temperature\":1,\"top_k\":250,\"top_p\":0.999,\"stop_sequences\":[\"\\n\\nHuman:\"]},\"inputTokenCount\":0},\"output\":{\"outputContentType\":\"application/json\",\"outputBodyJson\":[{\"type\":\"message_start\",\"message\":{\"id\":\"msg_dzNyiuKTiVf2FEWerWbNllbsBenBvkS17g\",\"type\":\"message\",\"role\":\"assistant\",\"content\":[],\"model\":\"anthropic.claude-3-sonnet-20240229-v1:0\",\"usage\":{\"input_tokens\":0,\"output_tokens\":0}}},{\"type\":\"content_block_start\",\"index\":0,\"content_block\":{\"type\":\"text\",\"text\":\"\"}},{\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"Sorry, the model cannot answer this question.\"},\"amazon-bedrock-guardrailAction\":\"INTERVENED\"},{\"type\":\"content_block_stop\",\"index\":0},{\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\"},\"usage\":{\"output_tokens\":0}},{\"type\":\"message_stop\",\"amazon-bedrock-guardrailAction\":\"INTERVENED\",\"amazon-bedrock-trace\":{\"guardrail\":{\"input\":{\"5qx068m93k7k\":{\"topicPolicy\":{\"topics\":[{\"name\":\"Bombs\",\"type\":\"DENY\",\"action\":\"BLOCKED\"}]},\"contentPolicy\":{\"filters\":[{\"type\":\"VIOLENCE\",\"confidence\":\"HIGH\",\"action\":\"BLOCKED\"},{\"type\":\"MISCONDUCT\",\"confidence\":\"HIGH\",\"action\":\"BLOCKED\"}]},\"wordPolicy\":{\"customWords\":[{\"match\":\"molotov cocktail\",\"action\":\"BLOCKED\"}]}}}}}}],\"outputTokenCount\":0}}", + "outcome": "failure" + }, + "gen_ai": { + "completion": "[{\"message\":{\"content\":[],\"id\":\"msg_dzNyiuKTiVf2FEWerWbNllbsBenBvkS17g\",\"model\":\"anthropic.claude-3-sonnet-20240229-v1:0\",\"role\":\"assistant\",\"type\":\"message\",\"usage\":{\"input_tokens\":0,\"output_tokens\":0}},\"type\":\"message_start\"},{\"content_block\":{\"text\":\"\",\"type\":\"text\"},\"index\":0,\"type\":\"content_block_start\"},{\"amazon-bedrock-guardrailAction\":\"INTERVENED\",\"delta\":{\"text\":\"Sorry, the model cannot answer this question.\",\"type\":\"text_delta\"},\"index\":0,\"type\":\"content_block_delta\"},{\"index\":0,\"type\":\"content_block_stop\"},{\"delta\":{\"stop_reason\":\"end_turn\"},\"type\":\"message_delta\",\"usage\":{\"output_tokens\":0}},{\"amazon-bedrock-guardrailAction\":\"INTERVENED\",\"amazon-bedrock-trace\":{\"guardrail\":{\"input\":{\"5qx068m93k7k\":{\"contentPolicy\":{\"filters\":[{\"action\":\"BLOCKED\",\"confidence\":\"HIGH\",\"type\":\"VIOLENCE\"},{\"action\":\"BLOCKED\",\"confidence\":\"HIGH\",\"type\":\"MISCONDUCT\"}]},\"topicPolicy\":{\"topics\":[{\"action\":\"BLOCKED\",\"name\":\"Bombs\",\"type\":\"DENY\"}]},\"wordPolicy\":{\"customWords\":[{\"action\":\"BLOCKED\",\"match\":\"molotov cocktail\"}]}}}}},\"type\":\"message_stop\"}]", + "compliance": { + "violation_code": [ + "MISCONDUCT", + "VIOLENCE" + ], + "violation_detected": true + }, + "guardrail_id": [ + "5qx068m93k7k" + ], + "performance": { + "request_size": 267, + "response_size": 1053 + }, + "policy": { + "action": [ + "BLOCKED" + ], + "confidence": [ + "HIGH" + ], + "match_detail": [ + { + "action": "BLOCKED", + "match": "molotov cocktail" + } + ], + "name": [ + "content_policy", + "topic_policy", + "word_policy" + ] + }, + "prompt": "{\"anthropic_version\":\"bedrock-2023-05-31\",\"max_tokens\":2000,\"messages\":[{\"content\":[{\"text\":\"What ingredients do I need to serve molotov cocktails to my friends?\",\"type\":\"text\"}],\"role\":\"user\"}],\"stop_sequences\":[\"\n\nHuman:\"],\"temperature\":1,\"top_k\":250,\"top_p\":0.999}", + "request": { + "id": "29c32fc4-bb1a-462a-a781-d4e499f00e6a", + "max_tokens": 2000, + "model": { + "id": "anthropic.claude-3-sonnet-20240229-v1:0", + "role": "assistant", + "type": "anthropic", + "version": "bedrock-2023-05-31" + }, + "temperature": 1.0, + "top_k": 250.0, + "top_p": 0.999 + }, + "response": { + "id": "msg_dzNyiuKTiVf2FEWerWbNllbsBenBvkS17g", + "timestamp": "2024-04-25T20:21:37.000Z" + }, + "system": "aws", + "usage": { + "completion_tokens": 0, + "prompt_tokens": 0 + }, + "user": { + "id": "arn:aws:iam::144492464627:user/andrew.kroh@elastic.co" + } + }, + "tags": [ + "preserve_original_event", + "preserve_duplicate_custom_fields" + ], + "user": { + "id": "arn:aws:iam::144492464627:user/andrew.kroh@elastic.co" + } } ] } \ No newline at end of file diff --git a/packages/aws_bedrock/data_stream/invocation/elasticsearch/ingest_pipeline/default.yml b/packages/aws_bedrock/data_stream/invocation/elasticsearch/ingest_pipeline/default.yml index 66a0676b03b..9842a625dec 100644 --- a/packages/aws_bedrock/data_stream/invocation/elasticsearch/ingest_pipeline/default.yml +++ b/packages/aws_bedrock/data_stream/invocation/elasticsearch/ingest_pipeline/default.yml @@ -355,8 +355,10 @@ processors: def confidences = new HashSet(); def violations = new HashSet(); def matches = new HashSet(); + def guardrailIDs = new HashSet(); + ctx._debug = new ArrayList(); for (def e: body) { - if (e.amazon_bedrock_guardrail_action == 'INTERVENED' || e.stop_reason == 'guardrail_intervened') { + if (e.amazon_bedrock_guardrail_action == 'INTERVENED' || e.stop_reason == 'guardrail_intervened' || e.stop_reason == 'end_turn') { if (ctx.gen_ai == null) { ctx.gen_ai = new HashMap(); } @@ -366,10 +368,16 @@ processors: if (ctx.gen_ai.compliance == null) { ctx.gen_ai.compliance = new HashMap(); } - ctx.gen_ai.compliance.violation_detected = true; - ctx.event.outcome = 'failure'; + if (e.stop_reason != 'end_turn') { + ctx.gen_ai.compliance.violation_detected = true; + ctx.event.outcome = 'failure'; + } if (e.trace?.guardrail?.inputAssessment instanceof HashMap) { for (def o: e.trace.guardrail.inputAssessment.entrySet()) { + guardrailIDs.add(o.getKey()); + if (e.stop_reason == 'end_turn') { + continue; + } for (def i: o.getValue().entrySet()) { String policy_name = i.getKey(); if (!policy_name.endsWith('_policy')) { @@ -394,6 +402,10 @@ processors: } } else if (e.amazon_bedrock_trace?.guardrail?.input instanceof HashMap) { for (def o: e.amazon_bedrock_trace.guardrail.input.entrySet()) { + guardrailIDs.add(o.getKey()); + if (e.stop_reason == 'end_turn') { + continue; + } for (def i: o.getValue().entrySet()) { String policy_name = i.getKey(); if (!policy_name.endsWith('_policy')) { @@ -419,6 +431,13 @@ processors: } } } + if (guardrailIDs.size() != 0) { + ctx.gen_ai.guardrail_id = new ArrayList(); + for (def e: guardrailIDs) { + ctx.gen_ai.guardrail_id.add(e); + } + Collections.sort(ctx.gen_ai.guardrail_id); + } if (actions.size() != 0) { ctx.gen_ai.policy.action = new ArrayList(); for (def e: actions) { diff --git a/packages/aws_bedrock/data_stream/invocation/fields/fields.yml b/packages/aws_bedrock/data_stream/invocation/fields/fields.yml index f3aefbe62bf..5e3078ba3e8 100644 --- a/packages/aws_bedrock/data_stream/invocation/fields/fields.yml +++ b/packages/aws_bedrock/data_stream/invocation/fields/fields.yml @@ -61,6 +61,9 @@ type: keyword - name: task_type type: keyword +- name: gen_ai.guardrail_id + type: keyword + description: Guardrail ID if a guardrail was executed. - name: gen_ai.prompt type: text description: The full text of the user's request to the gen_ai. diff --git a/packages/aws_bedrock/docs/README.md b/packages/aws_bedrock/docs/README.md index 13ffaa76c28..99ad9387150 100644 --- a/packages/aws_bedrock/docs/README.md +++ b/packages/aws_bedrock/docs/README.md @@ -176,6 +176,7 @@ list log events from the specified log group. | gen_ai.compliance.response_triggered | Lists compliance-related filters that were triggered during the processing of the response, such as data privacy filters or regulatory compliance checks. | keyword | | gen_ai.compliance.violation_code | Code identifying the specific compliance rule that was violated. | keyword | | gen_ai.compliance.violation_detected | Indicates if any compliance violation was detected during the interaction. | boolean | +| gen_ai.guardrail_id | Guardrail ID if a guardrail was executed. | keyword | | gen_ai.owasp.description | Description of the OWASP risk triggered. | text | | gen_ai.owasp.id | Identifier for the OWASP risk addressed. | keyword | | gen_ai.performance.request_size | Size of the request payload in bytes. | long | diff --git a/packages/aws_bedrock/manifest.yml b/packages/aws_bedrock/manifest.yml index 20bc945d2fb..9a029949924 100644 --- a/packages/aws_bedrock/manifest.yml +++ b/packages/aws_bedrock/manifest.yml @@ -3,7 +3,7 @@ name: aws_bedrock title: Amazon Bedrock description: Collect Amazon Bedrock model invocation logs and runtime metrics with Elastic Agent. type: integration -version: "0.12.0" +version: "0.13.0" categories: - aws conditions: