src/main.py renamed to src/ingestion.py

Update readme

add Docker and docker-compose for full-stack orchestration

Update readme

Add readme

Add React frontend with Chat and KnowledgeBase components along with Dockerfile

rag_engine: Add rewrite query function and prompt template update

Add retriever evaluation with ragas

Add ingestion pipeline

Removed batch_iterate from embedding.py and move it to utils.py

Basic refactoring and add comments and loggings

Add dense and sparse vector param in PointStruct

Add SparseEmbedding class with BM42 model

Add sparse embedding support for hybrid search

Add paper filtering to retrieve context from specific paper