RAG Pipeline Framework

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.

Chunking Strategy Chunk Size Overlap Embedding Search Mode Top-K

Test Query

RAG Response

Configure and query.

Pipeline Flow

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.

Buy Full Version — $59.00

🤖 AI/LLM Toolkit — RAG Pipeline Framework Demo