Building Better Code RAG: Semantic Chunking with Tree-Sitter
•8 min read
Code retrieval pipelinesemantic code searchAST code splitting
Ayush
Code, Food & Photos!
Building scalable backends, distributed systems, and AI-powered developer tools with Go and TypeScript.
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AskRepo
A high-performance repository intelligence platform featuring a Next.js 16 dashboard and FastAPI backend that lets developers chat with any GitHub codebase in real time using Tree-Sitter AST chunking, two-stage vector retrieval with FlashRank ONNX reranking, and multi-LLM streaming failover.
CODE_LAB
A high-performance coding platform and online judge featuring a distributed Docker-sandbox code-execution worker, real-time NATS queue, and a split-pane Monaco Editor workspace.
NutriScan
AI-driven personal nutrition and wellness assistant that tracks dietary habits and fitness goals through automated food analysis.
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fix(login): keep submit button disabled/loading during password reset
zitadel/zitadel•Merged•Jul 13, 2026•
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