tpoisonooo / ROGRAG
[ACL2025 demo track] ROGRAG: A Robustly Optimized GraphRAG Framework
Why this job: topics: retrieval-augmented-generation, knowledge-graph, knowledge-base
What it does
ROGRAG enhances LLM performance on specialized topics using a robust GraphRAG approach. It features a two-stage (dual-level and logic form methods) retrieval mechanism to improve accuracy without extra computation costs. ROGRAG achieves a 15% score boost on SeedBench, outperforming mainstream methods.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 11 months ago
- Stars
- 201
- On GitHub
- Licence
- BSD-3-Clause
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 20% closed
- 8 still open
- Pull requests
- 28 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| RManLuo / gfm-rag | 314 | 2 months ago | Apache-2.0 | No downloads |
| skygazer42 / MimirQ | 595 | 2 months ago | Apache-2.0 | No downloads |
| kiwifs / kiwifs | 877 | yesterday | Custom | Mac, Linux |
More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
Topics
- knowledge-base
- knowledge-graph
- llm
- precision
- retrieval-augmented-generation
- knownledge-augmented-generation
Project record
- JobRAG and search
- StatusListed
- Commits66
- Forks19
- Watching2
- Stars in 28 days0
- CreatedDec 18, 2024
- First seen by usNov 7, 2026
- CheckedNov 8, 2026