Kaushalendra Pratap Singh

Problem

Developers constantly context-switch when looking up documentation. Existing tools don't preserve source code privacy and require sending code to external servers.

Approach

Created a local-first RAG-based assistant that provides contextual code documentation and review. Implemented document chunking, embeddings, and retrieval using LangChain with local LLMs.

Outcome

Privacy-preserving code assistant that integrates seamlessly with VS Code. No data leaves the developer's machine.

Info

Tech