mongodb-developer/GenAI-Showcase

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

Everything you need to know to build your own RAG application

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform