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Sovara selects relevant production lessons before supported model calls and adds them to the request. Selection uses the current step’s context without changing your application’s conversation history.

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Enable retrieval

  1. Record your agent in the project.
  2. Apply your lessons to production.
  3. Open Project settings → Lessons and annotations and enable Automatic lesson injection.
  4. Follow any prompts to configure the required models.
Inspect a model step in the trace view to see which lessons were used.

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Choose a retrieval priority

For Balanced and Accuracy, Advanced settings lets you adjust Effort. Higher effort can take longer. In GitHub-connected projects, use Propose changes in GitHub to update these settings through the repository workflow.

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Limit or disable retrieval

Use SDK lesson scopes to select folders or disable retrieval for part of a trace. See the Python or TypeScript guide. Turn off Automatic lesson injection in project settings to disable it for the whole project.

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Retrieve explicitly

Assistants can request lessons through the CLI or MCP. If a lesson is missed, check that it is in production and refine When to use.