laya-jev-GraphRAG
A database-agnostic Agentic GraphRAG framework using swappable System One models (local Laya / cloud Jev). A plug-and-play intelligence layer featuring a complete 4-phase pipeline, continuous evaluation and custom A* traversal for any graph database.
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GITHUB · launched Sep 23, 2026 · 39 upvotes (top 22%) · 3 views
Niche: rag developer frameworks and tools · 59 launches, 3 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Search & retrieval
- Developer
- AI-native
- Commercial product
- astar-algorithm
- eval-harness
- fine-tuning
- graphdatabase
- graprag
- jev
- +4 more
Visit website ↗ Source listing ↗
More like this: all 59 launches in rag developer frameworks and tools →
Could you build this?
Partial The GraphRAG pipeline structure and DB connectors are vibe-codeable, but implementing a custom A* graph traversal heuristic tailored for heterogeneous graph databases (AGE, Kùzu, Neo4j) requires non-trivial algorithmic design.
What it would actually take: The solution requires a unified graph querying abstraction layer supporting Cypher across disparate engines (Neo4j, Memgraph, Apache AGE, Kùzu), paired with a custom graph search implementation implementing A* over semantic embedding distances and relationship weights. This requires specialized knowledge of graph data structures, semantic search heuristics, and database connection pooling/optimization.
Competitors
Other products that read as similar to this one : 1218 launches clear the similarity bar, closest 8 shown.
Attention rank: #290 of 1219 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.61
- laya · github · 2026-09-19 · 337 upvotes · similarity 0.58
- sys1 · github · 2026-09-22 · 46 upvotes · similarity 0.54
- neo4jev · github · 2026-09-16 · 46 upvotes · similarity 0.52
- jev-tree · github · 2026-09-22 · 42 upvotes · similarity 0.52
- awesome-jev-usecases · github · 2026-09-18 · 16 upvotes · similarity 0.51
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.51
- LayaModel · ph · 2026-10-07 · 1 upvotes · similarity 0.51
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