README.md

Workshop: Hello World Dev Conference 2024

Please star ★ ★ ★ this repository if you're interested in the workshop!

Part 1: Building RAG with Dify

• Please refer the slides for the workshop
• Please refer Cloud Dify to build your own RAG application/agent.
• For advanced users, you can also refer to self-hosted Dify Dify

Part 2: Building a local RAG with LangChain

📚 Local RAG

• Credit to Jon Fairbanks for the original project

Offline, Open-Source RAG

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

• Setup & Deploy the App
• Using Local RAG
• RAG Pipeline

Part 3: Fine-tuning Gemma with Hugging Face on Colab

Open in Colab

or https://github.com/jimmyliao/workshop-gemma/blob/main/docs/lora_tuning.ipynb