
Muffakir
Stop guessing. Find the RAG that works for your data.
2 followers
Stop guessing. Find the RAG that works for your data.
2 followers
Muffakir is an open-source, local-first workspace for RAG experimentation. Bring your data, define a search space across chunking, embeddings, retrieval, reranking, query transformation, models and more, then run reproducible trials, evaluate the results, compare quality, latency and cost, and export your selected pipeline back to Python.
