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This repository will have different projects using AutoGen and Tutorials
Repository - AI Projects/Learning
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:
Downloads
- Ollama: https://ollama.com/
- LM Studio: https://lmstudio.ai/
- PyCharm Download: https://www.jetbrains.com/pycharm/download
- Anaconda Download: https://www.anaconda.com/download
- Visual Studio Code: https://code.visualstudio.com/
- .NET SDK: https://dotnet.microsoft.com/en-us/download
Need to KNOW:
- 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 - issues with function calling connected with LM Studio. GPT function calling works, but as soon as the config is swapped for localhost to LM Studio, they are ignored
- NEED to make sure that if using LM Studio, set the UserAgent to have a default auto reply to "..." or something. LM Studio complains about this because of the interaction\
- FFMPEG: must be installed to use Whisper AI
- MACOS: https://superuser.com/questions/624561/install-ffmpeg-on-os-x
- WINDOWS: https://phoenixnap.com/kb/ffmpeg-windows
Upcoming Ideas/Projects for Videos
- [x] GPT-4 Vision with AutoGen
- [ ] AutoGen with CodeInterpreter
- [x] AutoGen with TeachableAgent (uses Vector DB to remember conversations)
- [x] Auto Generated Agent Chat: Hierarchy flow using select_speaker
- [x] AutoGen Teams, actually creating separate teams that each do a specific thing and pass on what they accomplished to the next one
- [x] 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
- [x] Create WebScraper with Puppeteer
- [x] Create AutoGen with Whisper
- [x] Fitness Tracker with multiple models and LMStudio for LocalLLM
- [x] Fitness Expert Bot with Flask Server
- [x] YouTube Services
- [x] Beginner Course
- [ ] Intermediate Course
- [ ] Advanced Course
Updates:
- 05/03/2024 - added directory for frontend code saving and example .net code