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.
Details
- External ID
- 1383351011
- Source
- GITHUB
- Company
- —
- Product
- laya-jev-GraphRAG
- Website domain
- github.com
- Launched
- Sept. 23, 2026
- Cohort
- —
- Upvotes
- 39
- Upvotes percentile
- 0.776325903151422
- Tags
- astar-algorithm, eval-harness, fine-tuning, graphdatabase, graprag, jev, laya, neo4j, rag, typesafe-ai
- Fetched at
- Sept. 27, 2026, 5:02 p.m.
- Updated at
- Sept. 27, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- agentic graphrag retrieval engine for knowledge graphs
- Manually corrected
- False
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 — 465 launches clear the similarity bar, closest 8 shown.
Attention rank: #121 of 466 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 324 days after the earliest competitor.
- laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.59
- laya · github · 2026-09-19 · 337 upvotes · similarity 0.56
- sys1 · github · 2026-09-22 · 46 upvotes · similarity 0.51
- neo4jev · github · 2026-09-16 · 46 upvotes · similarity 0.49
- jev-tree · github · 2026-09-22 · 42 upvotes · similarity 0.49
- jevwire · github · 2026-09-17 · 15 upvotes · similarity 0.48
- awesome-jev-usecases · github · 2026-09-18 · 16 upvotes · similarity 0.48
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.48
Other launches for this product
- No other launches for this product.