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Sankalp Shubham

Sankalp Shubham

Applied AI + Backend Engineer. Currently working on agentic codegen. Interested in all things AI and distributed systems.

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Community
Building RAG on codebases: Part 2

Building RAG on codebases: Part 2

Community / Sankalp Shubham / November 7, 2024

Building a Cursor-like @codebase RAG solution. Part 2 focuses on the generating embeddings and the retrieval strategy using a combination of techniques in LanceDB.

Community
Building RAG on codebases: Part 1

Building RAG on codebases: Part 1

Community / Sankalp Shubham / November 6, 2024

Building a Cursor-like @codebase RAG solution. Part 1 focuses on indexing techniques, chunking strategies, and generating embeddings in LanceDB.