retrieval-augmented-generation

The premium Open Source alternative to Glean

🎯 Best for:Engineers prototyping RAG systems with Google Cloud.

What is retrieval-augmented-generation?

Replaces closed-source document retrieval systems with a PaLM-powered RAG proof-of-concept. Implements vector-based context injection to ground large language model responses in private data.

Tech Stack
PythonAI, ML & Data

Why retrieval-augmented-generation?

  • Simple implementation
  • Direct PaLM integration
  • Lightweight codebase

Limitations

  • Proof-of-concept only
  • Requires Google API keys
  • No built-in vector UI
11/22/2023
Last Update
2
Forks
0
Issues
MIT
License
Financial Leak Detected

Stop the "SaaS Tax"

Your team could be burning cash. Switching to retrieval-augmented-generation instantly boosts your runway.

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

Community Discussion

Comments