RAG-on-GCP-with-VertexAI
The premium Open Source alternative to Pinecone
🎯 Best for:Enterprises already on GCP looking to implement private AI chatbots.
What is RAG-on-GCP-with-VertexAI?
A reference architecture for building Retrieval-Augmented Generation chatbots using Google Cloud's AI suite. It demonstrates how to ground LLMs in private datasets using Vertex AI Search and Conversation.
Tech Stack
PythonAI, ML & Data
Why RAG-on-GCP-with-VertexAI?
- • Enterprise-grade scaling
- • Seamless GCP integration
- • Production-ready templates
Limitations
- • GCP cloud costs apply
- • Vendor lock-in to Google
- • Complex IAM setup
3/5/2026
Last Update
19
Forks
0
Issues
Apache-2.0
License
Financial Leak Detected
Stop the "SaaS Tax"
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Competitor Cost
-$1,440
/ year (est. based on Pinecone)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%