Retrieval Augmented Generation (RAG) AI

Building a Retrieval Augmented Generation (RAG) AI with Cloudflare:

• Workers AI
• Vectorize
• D1 database
• Hono (external dependency)

Using the models:

• Generative text model @cf/meta/llama-3.1-8b-instruct - llama-3.1-8b-instruct
• Text Embedding / Feature extraction model @cf/baai/bge-large-en-v1.5 - bge-large-en-v1.5

Tutorial: Build a Retrieval Augmented Generation (RAG) AI

Usage

Visit ai.cf-testing.com and add your question to the ?text= query:

https://ai.cf-testing.com/?text=What%20is%20the%20capital%20of%20France?

Disclaimer

For educational purposes only.