Muffakir
Stop guessing. Find the RAG that works for your data.
Details
- External ID
- 1256289
- Source
- PH
- Company
- —
- Product
- Muffakir
- Website domain
- producthunt.com
- Launched
- Oct. 1, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.34585152838427946
- Tags
- Open Source, Developer Tools, Artificial Intelligence, GitHub
- Fetched at
- Oct. 1, 2026, 5:01 p.m.
- Updated at
- Oct. 1, 2026, 5:01 p.m.
Description
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.
Enrichment
- Theme
- retrieval systems and model optimization
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- rag evaluation tool for developers
- Manually corrected
- False
Could you build this?
Yes This is an orchestration and evaluation UI combining open-source RAG libraries (like LangChain or LlamaIndex) with Ragas or similar evaluation frameworks in a local-first interface.
Competitors
Other products that read as similar to this one — 5 launches clear the similarity bar.
Attention rank: #4 of 6 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 301 days after the earliest competitor.
- RAG in 3 Lines of Python · hn · 2025-12-04 · 41 upvotes · similarity 0.38
- OpenFable · hn · 2026-04-08 · 5 upvotes · similarity 0.36
- Geetanjali · hn · 2025-12-07 · 7 upvotes · similarity 0.34
- Harfsaz · ph · 2026-09-22 · 2 upvotes · similarity 0.32
- Semantic Coverage · hn · 2025-12-24 · 5 upvotes · similarity 0.31
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.