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How To Use AutoGen with ANY Open-Source LLM Tutorial
Hello and welcome to an explanation and tutorial on building your first AI Agent Workforce with AutoGen and LMStudio using any Open-Source LLM. I will go through with you how it's done, choosing the LLM, and then running the server with a custom prompt. The prompt will have an AI team create a YouTube Script for us!
Side Note: My computer didn't seem to handle the server very well with trying to record, so I had to stop recording to run it, but I show you the results at the end.
Link to this python prompt: https://github.com/tylerprogramming/ai/blob/main/autogentest/llama_lm_test.py
LM Studio: https://lmstudio.ai/
PyCharm Download: https://www.jetbrains.com/pycharm/download
Anaconda Download: https://www.anaconda.com/download
AutoGen GitHub: https://github.com/microsoft/autogen
Other Source Information:
https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat/
https://arxiv.org/abs/2308.08155
Chapters:
00:00 Introduction
00:13 The Plan
00:33 Download LMStudio
00:49 Find LLM
01:48 Download Open-Source LLM
02:43 Start Local Server
03:01 AutoGen Prompt
05:54 Completed Prompt
07:32 Outro
If you have any issues, let me know in the comments and I will help you out!
Comment your games or software you build, I can't wait to see what you make!
AutoGen Tutorial | The Best AI Agent Workforce
Hello and welcome to an explanation and tutorial on building your first AI Agent Workforce with AutoGen! This is Microsoft's autonomous AI Agency. We will be creating a team, multiple teams actually to create 4 different pieces of software for us in different ways. We will also learn how to set it up so you can build it yourself!
PyCharm Download: https://www.jetbrains.com/pycharm/download
Anaconda Download: https://www.anaconda.com/download
AutoGen GitHub: https://github.com/microsoft/autogen
Other Source Information:
https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat/
https://arxiv.org/abs/2308.08155
Chapters:
00:00 Introduction
00:32 What is AutoGen?
01:16 Setup with Codespace
01:39 Setup Start
02:05 First Use Case Stocks
02:22 Install Anaconda
04:40 Second Use Case TopTen
07:01 Third Use Case Pong w/GroupChat
10:35 Fourth Use Case Math Agent
12:13 Thank you
If you have any issues, let me know in the comments and I will help you out!
Comment your games or software you build, I can't wait to see what you make!
MemGPT + Open-Source Models Tutorial 🔥 Insane Power
In this video, I show you how to use any open-source model to power MemGPT. In a previous video, I showed how MemGPT is an incredible project to give AI unlimited memory. Now, you can power it using any open-source model like LLaMA, Zephyr, Airobors, Mistral, and more.
Enjoy :)
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Links:
Use RunPod - https://bit.ly/3OtbnQx
Installation Gist - https://gist.github.com/mberman84/34d7716e78bdfe6cff07a63f6d05298d
MemGPT Overview - https://www.youtube.com/watch?v=QQ2QOPWZKVc
How to use RunPod - https://www.youtube.com/watch?v=_59AsSyMERQ
How to Setup Mistral 7B and More Locally - Mistral Better than Llama 2 13B?
Following along and learn how to set up the newly announced mistral 7B on your local mac/linux using ollama. Mistral says this 7b model out performs llama 2 7B and 13B models on some benchmarks. Set it up and try it for yourself.
Links:
Mistral AI 7B
mistral.ai/news/announcing-mistral-7b/
Ollama
https://ollama.ai/
Ollama GUI
github.com/ollama-interface/ollama-gui
Ollama Samantha Mistral
https://ollama.ai/library/samantha-mistral
LLMs Naming Convention Explained
https://www.youtube.com/watch?v=E4C3whzDFvg
Timestamps:
00:00 - Introduction
01:22 - Installing and configuration
04:13 - Trying out mistral 7B
Generating Images from Text with OpenAI's Dall-E using Power Apps via Custom Connector
Discover how to generate images from text using OpenAI's Dall-E within Power Apps through a custom connector. This comprehensive tutorial walks you from initial setup to final execution, empowering you to integrate Dall-E's capabilities seamlessly into your Power Apps projects. Whether you're a beginner or seasoned Power Apps user, this guide ensures you can effortlessly leverage the power of Dall-E with the help of a custom connector.
Welcome to Power Platform and AI Series of Videos. During this video we will use Open AI's Dall E model to generate images from Text. We will consume this model using a custom connector in Power Platform and use in Power Apps. The idea here is, in Power Apps, the user can prompt for the Images and behind the scenes Open AI's Dall E API calls and generate the Images for us.
Here I've explained everything from start to end Generate Images from Text using Open AI Dall E Model with Power Apps. It's complete step-by-step tutorial.
Chapters:
00:00 Start
01:08 Open Open AI
02:00 Dalle E Model for Image Generation
02:10 Dalle E Preview App
03:00 Post Call and End Point for Dalle Image mode
03:56 Generate Authorisation Key for Open AI
05:24 Payment Option
05:42 Open AI Pricing
06:36 Create Custom Connector
06:46 Create Custom Connector Power Platform using Dalle 3 Model
07:12 Overview - Custom Connector
08:00 Security - Custom Connector
08:46 Definition
09:15 API End Points
10:19 Create Connector
10:31 Create Key
11:22 Test Custom Connector
11:37 Pass Open AI Parameters
12:32 Copy Output
13:00 Import Response
13:53 Call Custom Connector
15:56 Full Formula
16:34 Prompt for Call E Model in Power Apps and check Result
Reference Link:
Open AI: https://platform.openai.com/docs/api-reference/images/create
F O L L O W M E O N S O C I A L M E D I A
================================================================================
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