Kaushalendra Pratap Singh

Problem

Finding information in large Confluence workspaces is painful. Search is keyword-based and doesn't understand natural language queries.

Approach

Developed a conversational search system that indexes Confluence pages and enables natural language querying. Uses embeddings for semantic search and local LLMs for response generation.

Outcome

Secure offline querying with full source-code privacy. Beautiful React/Tailwind frontend for seamless user experience.

Info

Tech