← Back to Discover
awslabs

awslabs/unified-kg-rag-on-aws

PythonApache-2.0active
81Health

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

Stars35
Forks10
Open Issues5
Contributors10
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
13
Popularity
18
#amazon-bedrock#amazon-neptune#amazon-opensearch#aws#generative-ai#graphrag#hexagonal-architecture#incremental-indexing#knowledge-graph#lightrag#llm#multilingual#python#rag#retrieval-augmented-generation
View on GitHub ↗Issues (5) ↗Pull Requests ↗Wiki ↗

Should you contribute to awslabs/unified-kg-rag-on-aws?

awslabs/unified-kg-rag-on-aws has a FoundDev health score of 81/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

awslabs81

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

active
3510 contributors5 issues
0d ago

More Python repos

openstack
openstack/neutron
OpenStack Networking (Neutron). Mirror of code maintained at opendev.org.
1.5k94
chaoss
chaoss/grimoirelab-perceval
Send Sir Perceval on a quest to retrieve and gather data from software repositories.
32492
ai-shifu
ai-shifu/ai-shifu
Get AI to teach and answer questions for you - just by typing!
31892