> ## Documentation Index
> Fetch the complete documentation index at: https://docs.keywordsai.co/llms.txt
> Use this file to discover all available pages before exploring further.

# Instrumentation

> Configure auto-instrumentation via Instruments and KeywordsAITelemetry

## Overview

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

## Configure

```python theme={"system"}
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())
```

## 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`

## 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`)