What is FastAPI's role in Merge Mind's architecture?

FastAPI is the web framework that powers Merge Mind's core API layer, chosen for being a modern, high-performance Python framework well suited to handling webhook traffic and orchestrating calls to GPT-4 and Qdrant.

• Receives GitLab webhook events when merge requests are opened or updated
• Coordinates calls out to Qdrant for similarity search and to GPT-4 for analysis
• Serves data to the React dashboard for monitoring and management

Because FastAPI supports asynchronous request handling natively, it fits well with Merge Mind's need to juggle multiple slow, I/O-bound calls, like external API requests and vector searches, without blocking.

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