rca-api

rca-api is a tool designed to assist CI engineers in determining the root cause of build failures.

Overview

At a high level, the purpose of rca-api is to create a report to diagnose a build failure:

• Ingest the logs.
• Use LLM to summarize the errors.
• Contextual integration using tools to enrich the report.

rca-api is presently usable as a FastAPI but the goal is to make it available as a LLM tool/MCP.

Usage

To fully leverage rca-api, integrate the API and frontend into an existing dashboard:

Integrate FastAPI

• Add "rcav2 @ git+https://github.com/RCAccelerator/rca-api" as a python dependency
• Setup the FastAPI (TBD).

Integrate React

• Add git+https://github.com/RCAccelerator/rca-api to the package.json dependency.
• Instantiate the <RcaComponent build={url} /> in an existing page.

Contribute

Checkout the CONTRIBUTING documentation.