Post-graph-RAG
your RAG still thinks the old CFO is the CFO
Details
- External ID
- 49645202
- Source
- HN
- Company
- —
- Product
- Post-graph-RAG
- Website domain
- github.com
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.12998405103668262
- Tags
- —
- Fetched at
- Sept. 14, 2026, 5:28 p.m.
- Updated at
- Sept. 14, 2026, 5:28 p.m.
Enrichment
- Theme
- AI agents for business operations
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- rag system that stays up to date with real data
- Manually corrected
- False
Could you build this?
Partial The RAG pipeline wrapper is standard, but maintaining temporal consistency and incremental entity invalidation across a dynamic knowledge graph requires specialized knowledge representation engineering.
What it would actually take: Built with Python using graph databases (Neo4j, Memgraph) combined with vector stores (Qdrant, pgvector) and temporal relation extractors. The hard part is temporal entity resolution and conflict invalidation—detecting when newly ingested text obsoletes prior graph nodes or relationships (e.g. tracking valid-time vs. transaction-time). Implementing this requires specialized knowledge of bi-temporal data models and graph-based belief revision algorithms.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one — 68 launches clear the similarity bar, closest 8 shown.
Attention rank: #57 of 69 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- Financial-Report-RAG · github · 2026-09-20 · 27 upvotes · similarity 0.46
- After Watching 30k People Get Laid Off, I Built This · hn · 2025-10-30 · 12 upvotes · similarity 0.44
- cfo · github · 2026-09-18 · 17 upvotes · similarity 0.43
- I turned my team's coding-agent history into a knowledge graph · hn · 2026-09-28 · 5 upvotes · similarity 0.40
- Every CEO and CFO change at US public companies, live from SEC · hn · 2026-04-15 · 191 upvotes · similarity 0.39
- Fair500 · hn · 2026-07-20 · 5 upvotes · similarity 0.39
- game-the-llm-reviewer · github · 2026-09-21 · 176 upvotes · similarity 0.37
- Rational: AI Employees for Accounting · yc · 2026-07-17 · 18 upvotes · similarity 0.37
Other launches for this product
- No other launches for this product.