giorgosn/ai

This repository will have different projects using AutoGen and Tutorials

Repository - ai

This repo will be helpful in understanding AutoGen providing examples including prompts and agents for SAAS products, how AutoGen works, and diving into the functionality.

Current Library Versions:

• memgpt: 0.2.5
• autogen: 0.2.0

Installation - MemGPT

Before you run the program, run one of these in your terminal depending on your system

export OPENAI_API_KEY=YOUR_API_KEY # on Linux/Mac
set OPENAI_API_KEY=YOUR_API_KEY # on Windows
$Env:OPENAI_API_KEY = "YOUR_API_KEY" # on Windows (PowerShell)

Current Issues:

• MemGPT has been updated recently and if we don't use memgpt configure to set the openai_key, then it won't work with OpenAI API. I opened issue here: https://github.com/tylerprogramming/ai/issues/1

Projects

1. autogen_memgpt - understanding integration of MemGPT into AutoGen as an AI Agent
2. autogen_memgpt_lmstudio - using a local llm to integrate MemGPT into AutoGen with a local server produced by LMStudio
3. autogentest - examples of basic usage of AutoGen
4. autogen_functions - learn how to use functions with AutoGen
5. autogen_multiple_configs - learn how to use multiple configurations in order to use multiple models with AutoGen

Upcoming Ideas/Projects for Videos

• GPT-4 Vision with AutoGen
• Video on all available Agent Types AutoGen
• SAAS Idea: Encrypt, save to DB with API Call, and then decrypt with another API call on retrieval
• AutoGen with CodeInterpreter
• AutoGen with TeachableAgent (uses Vector DB to remember conversations)
• Auto Generated Agent Chat: Hierarchy flow using select_speaker
• Updated MemGPT with new Coding Project
• AutoGen Teams, actually creating separate teams that each do a specific thing and pass on what they accomplished to the next one
• Combining GPT-4 Vision with a library that can take a screenshot of a website, perhaps with stocks for example, and examine it
• Create a Sudoku Puzzle Creator/Checker with an AI WorkForce