> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://www.comet.com/docs/opik/reference/rest-api/agent-configs/llms.txt.

# Agent Configs

> Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.


## API Docs

- Agent Configs [Create optimizer config with initial blueprint](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/create-agent-config.md)
- Agent Configs [Add blueprint to existing config](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/update-agent-config.md)
- Agent Configs [Create blueprint from mask](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/create-blueprint-from-mask.md)
- Agent Configs [Create or update environments](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/create-or-update-envs.md)
- Agent Configs [Retrieve blueprint by environment](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-blueprint-by-env.md)
- Agent Configs [Set environment by blueprint name](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/set-env-by-blueprint-name.md)
- Agent Configs [Delete environment](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/delete-env.md)
- Agent Configs [Retrieve blueprint by ID](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-blueprint-by-id.md)
- Agent Configs [Retrieve blueprint by name](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-blueprint-by-name.md)
- Agent Configs [Get blueprint history](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-blueprint-history.md)
- Agent Configs [Retrieve delta by blueprint ID](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-delta-by-id.md)
- Agent Configs [Retrieve latest blueprint](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/get-latest-blueprint.md)
- Agent Configs [Remove configuration parameters](https://www.comet.com/docs/opik/reference/rest-api/agent-configs/remove-config-keys.md)

## OpenAPI Specification

The raw OpenAPI 3.1 specification for this API is available at:
- [OpenAPI JSON](https://www.comet.com/docs/opik/openapi.json)
- [OpenAPI YAML](https://www.comet.com/docs/opik/openapi.yaml)