Witdem documentation

Instrument your AI application, define the product result you expect, and investigate what each run actually delivered.

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SETUP

Install Witdem

Start the services and connect your application with the Python SDK.

Open guide → CONFIGURATION

Define a contract

Create the YAML definitions that connect runtime evidence to product goals.

Open guide → INTEGRATION

Connect Haystack

Add Witdem to an existing Haystack pipeline without changing orchestration ownership.

Open guide →

Run Witdem

Docker with npxNative Python

npx -y witdem@latest up

pipx install witdem-analytics
witdem up

Then add the SDK and initialize the .witdem configuration:

python -m pip install "witdem-sdk[haystack]"
witdem-sdk init

Reference

The Python SDK, ingestion API, and analytics API are documented from the implementation. The HTTP schemas are generated from Witdem's FastAPI applications.