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%