rag_control
Runtime governance and policy controls for RAG systems
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This is 1 of 44 launches in rag developer frameworks and tools — see how it stacks up on momentum and crowding →
21 other launches read as similar to this one →
Details
- External ID
- 1278041
- Source
- PH
- Company
- —
- Product
- rag_control
- Website domain
- producthunt.com
- Launched
- Oct. 13, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.95
- Tags
- Developer Tools, GitHub
Description
A Python control layer for governing RAG applications at runtime. Define generation policies, filter retrieval by document metadata and user context, apply organization-level rules, and inspect decisions with audit logs, traces, and metrics. Works with your existing LLM and vector-store adapters. Built by RetrievalLabs, which is making enterprise software development end-to-end AI-native.
Enrichment
- Niche
- rag developer frameworks and tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- runtime governance and policy controls for rag systems
- Manually corrected
- False
Could you build this?
Yes It is an open-source Python middleware library implementing metadata filtering, prompt governance policies, and logging hooks around standard LLM/vector-db calls.
Competitors
Other products that read as similar to this one — 21 launches clear the similarity bar, closest 8 shown.
Attention rank: #1 of 22 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 313 days after the earliest competitor.
- RAG in 3 Lines of Python · hn · 2025-12-04 · 41 upvotes · similarity 0.40
- I built a RAG engine to search Singaporean laws · hn · 2026-02-07 · 5 upvotes · similarity 0.39
- NEES Core V2 Developer Preview · ph · 2026-09-25 · 2 upvotes · similarity 0.38
- rag-with-docker · github · 2026-09-09 · 8 upvotes · similarity 0.37
- Weir · ph · 2026-10-10 · 2 upvotes · similarity 0.37
- AI·rete·RAG · hn · 2026-09-22 · 44 upvotes · similarity 0.36
- policyctl · ph · 2026-09-12 · 2 upvotes · similarity 0.35
- A systems language with runtime reflection and no GC · hn · 2025-12-15 · 6 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.