Modular RAG with 4 loaders, 4 chunking strategies, demo/OpenAI embedders, in-memory vector store with BM25, hybrid search (RRF), reranking, and RAGAS-style evaluation.
RAG Pipeline Configurator
Configure loaders, chunking, embedding, search mode, and query the pipeline.
RAG Response
Configure and query.
Pipeline Flow
Included with RAG Pipeline Framework
The complete RAG Pipeline Framework package includes:
Document loaders
Four chunking strategies
Embedding abstraction
Embedding cache
In-memory vector store
Hybrid search
Get the Full RAG Pipeline Framework
Full version includes loaders, 4 chunkers, embedders with cache, in-memory vector store + BM25, hybrid search, reranker, RAG orchestrator, and evaluation suite.