~/vimal-jain
Vector SearchOct 2025

Chat with Documents (RAG Assistant)

AI-powered document assistant allowing users to upload PDFs and ask context-aware questions via vector search.

Document assistant for rapid document querying. Parses PDF uploads into semantic chunks,

generates dense vector embeddings, and performs similarity search to retrieve relevant source passages for context-grounded LLM completions.

stack

ReactNode.jsRAGVector SearchLLMsExpress