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Overview

Auto-instrumentation captures spans from supported libraries. Control it with KeywordsAITelemetry parameters.

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Configure

from keywordsai_tracing import KeywordsAITelemetry, Instruments

# Enable specific instruments
KeywordsAITelemetry(instruments={Instruments.OPENAI, Instruments.ANTHROPIC})

# Block instruments
KeywordsAITelemetry(block_instruments={Instruments.REQUESTS, Instruments.URLLIB3})

# Disable all auto-instrumentation
KeywordsAITelemetry(instruments=set())

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Instruments

  • AI/ML: OPENAI, ANTHROPIC, COHERE, MISTRAL, OLLAMA, GROQ, TOGETHER, REPLICATE, TRANSFORMERS
  • Cloud: BEDROCK, SAGEMAKER, VERTEXAI, GOOGLE_GENERATIVEAI, WATSONX, ALEPHALPHA
  • Vector DBs: PINECONE, QDRANT, CHROMA, MILVUS, WEAVIATE, LANCEDB, MARQO
  • Frameworks: LANGCHAIN, LLAMA_INDEX, HAYSTACK, CREW, MCP
  • Infra: REDIS, REQUESTS, URLLIB3, PYMYSQL, THREADING

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Environment

  • KEYWORDSAI_API_KEY
  • KEYWORDSAI_BASE_URL (default https://api.keywordsai.co/api)
  • KEYWORDSAI_LOG_LEVEL (DEBUG|INFO|WARNING|ERROR|CRITICAL)
  • KEYWORDSAI_BATCHING_ENABLED (true|false)