SAG

The premium Open Source alternative to LlamaIndex

🎯 Best for:Teams needing to perform RAG on top of existing SQL databases.
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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

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Competitor Cost
-$1,440
/ year (est. based on LlamaIndex)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%

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