October 22, 2025

Zero-config observability for every framework

You can now instrument OpenAI, Anthropic, LangChain, CrewAI, and a dozen vector databases on neatlogs with a single init call — no decorators, no wrappers.

How it works

Instrument your AI stack with a single configuration option.

Pass the libraries you use to instrumentations and Neatlogs automatically captures LLM calls, tool invocations, retrievals, and more. No manual wrappers required.

Just make sure neatlogs.init() runs before importing any instrumented library.

Quick start

neatlogs.init(
 api_key=os.environ["NEATLOGS_API_KEY"],
 workflow_name="rag-pipeline",
 instrumentations=["openai", "langchain", "chromadb"],
)

See all supported libraries →

All releases

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Read the docs

API reference, guides, and examples