MCP + RAG: Semantic Code Search Over Your GitHub Repos
This blog post explains the RAG (retrieval-augmented generation) pipeline behind semcode, an MCP server that does semantic code search across your GitHub …
This blog post explains the RAG (retrieval-augmented generation) pipeline behind semcode, an MCP server that does semantic code search across your GitHub …
In previous posts, we have discussed the RAG systems and how they work. We have also discussed the problem of lost context in embedded documents.
Definition: Embeddings are vectors that represent semantic meaning in a multi-dimensional space.