Mahesh Deshwal

Find my Open Source projects at: https://github.com/deshwalmahesh/

3 Articles

Practical introduction to Late Chunking or Chunked Pooling

💡This is a community blog by Mahesh Deshwal Improved Contextual Retrieval over large Documents for RAG applications The pronoun is the King (or Queen), and

community 6 min read

Advanced RAG with context enrichment window

.... and some advanced filtering and re-ranking technique We all know what's Vanilla RAG, how it works, and how to use it but sometimes

community 7 min read

Implement contextual retrieval and prompt caching with LanceDB

Decrease chunk retrieval failure rate by 35% to 50% Have you ever worked on a task where your users search in one language and the

community 7 min read