Dify + Ollama - Setup and Run Open Source LLMs Locally on CPU 🔥
AI Summary
Summary of Video Transcript
- Introduction to using a no-code platform called Def AI with OLama.
- Def AI is a low-code/no-code platform for building applications quickly.
- OLama is a tool for running large language models (LLMs) locally.
- The video demonstrates setting up Def AI and OLama with new models like Lama 3.2 3B.
- Instructions for downloading OLama on different operating systems.
- Commands for checking if OLama is running and listing available models.
- Example of using OLama to ask questions and receive responses.
- OLama can be accessed via APIs on port 11434.
- Discussion of Def AI as an open-source LLM app development platform.
- Comparison with other platforms like Gum Loof and Make.com.
- Instructions for cloning the Def AI repository from GitHub and setting up the environment.
- Explanation of Docker and Docker Compose for software development.
- Steps for running Def AI using Docker Compose.
- Overview of the Def AI interface and creating an administrative account.
- How to create and publish applications with Def AI.
- Setting up model providers in Def AI and integrating OLama.
- Detailed instructions for adding OLama models to Def AI.
- Example of creating a text generation app and a knowledge base.
- Explanation of embedding Def AI applications into websites.
- Brief mention of creating chatbots with Def AI.
Detailed Instructions and URLs
- No specific CLI commands, website URLs, or detailed instructions were provided in the transcript.