SAG
The premium Open Source alternative to LlamaIndex
🎯 Best for:Teams needing to perform RAG on top of existing SQL databases.
What is SAG?
Replaces static vector retrieval with a dynamic SQL-driven engine that builds knowledge graphs during the query phase. It enables precise data extraction from structured databases to augment LLM context without manual graph modeling.
Tech Stack
PythonAI, ML & Data
Why SAG?
- • No manual graph building
- • High retrieval precision
- • Leverages existing SQL data
Limitations
- • Early stage project
- • Limited documentation
- • SQL schema dependency
3/5/2026
Last Update
20
Forks
0
Issues
Apache-2.0
License
Financial Leak Detected
Stop the "SaaS Tax"
Your team could be burning cash. Switching to SAG instantly boosts your runway.
Competitor Cost
-$1,440
/ year (est. based on LlamaIndex)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%