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Hey HN, we built Octopus an open-source, self-hostable AI code reviewer for GitHub and Bitbucket. It uses RAG with vector search (Qdrant) to understand your full codebase, not just the diff, and posts inline findings on PRs with severity ratings. Works with Claude and OpenAI, and you can bring your own API keys. Video: https://www.youtube.com/watch?v=HP1kaKTOdXw | GitHub: https://github.com/octopusreview
Comments (3)
self hosted qdrant infra costs gotta exceed coderabbit sub pricing pretty quick
whats the embedding model and chunking strategy for qdrant look like?
finally someone doing RAG on the full repo instead of just diffs
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