This repository contains a collection of solutions revolving around Retrieval-Augmented Generations (RAG), a type of solution that works with data + Large Language Models.
Select the step-by-step guide closest to what you want to learn / solve:
- OCI Retrieval-Augmented Generations (RAG) with Generative AI Agents Service
- Build with GenAI and RAG with Autonomous Database
- OCI RAG: Automation & ORDS
All guides are working with RAG in one way or the other. It's recommended to first take a look at Build with GenAI and RAG with Autonomous Database as it also talks about deploying the required infrastructure in OCI, and it's the most complete and customizable solution (as it's using the Oracle Autonomous Database 23AI service rather than OCI Object Storage or OpenSearch as storage mechanisms).
The third solution (OCI RAG: Automation & ORDS) assumes you've deployed the infrastructure from the first solution.
This project is open source. Please submit your contributions by forking this repository and submitting a pull request! Oracle appreciates any contributions that are made by the open source community.
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