CLEpy & PyLadies Collab: Building RAG Solutions Using Ollama and LangChain

The folks at CLEPy and Cleveland PyLadies are at it again! Collab session on basic RAG techniques.

RAG, retrieval augmented generation, allows you to "add" knowledge to LLMs in the form of documents, which then allows you to ask the LLM about the information in those documents.

This presentation covers two ways to achieve RAG - one using LangChain and one using Ollama. After the presentation, there will be a lab to help you implement RAG on your laptop using Ollama.

Agenda
6:00-6:30pm Social and Setup
6:30-8:00pm RAG Solutions
8:00-8:30pm Social and Clean-up

What you need: A laptop computer and a willingness to learn.

Skill Level: This event is more suited for intermediate or advanced programmers. Python knowledge is recommended but not required.