AI / Merge Mind: The Self Learning AI Code Review Bot Interview Questions
What is the primary tech stack used to build Merge Mind?
Merge Mind is assembled from a handful of purpose-built components rather than one monolithic framework.
| Component | Role |
| FastAPI | High-performance Python web framework serving the core API |
| OpenAI GPT-4 | Provides the intelligence for analyzing code and generating feedback |
| Qdrant | Vector database storing and searching code embeddings |
| Docker & Docker Compose | Packages and deploys the whole stack consistently across infrastructure |
| React Dashboard | Web interface for monitoring and managing reviews |
| Circuit Breaker Pattern | Detects failures automatically and helps the system recover gracefully |
Together these pieces split cleanly: FastAPI handles requests, Qdrant handles memory of your codebase, GPT-4 handles reasoning, and Docker Compose ties it all together for self-hosted deployment.
Which component stores and searches code embeddings?
Which component packages and deploys the whole stack?
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