Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!

Mervin Praison ยท Beginner ยท๐Ÿง  Large Language Models ยท2y ago

Key Takeaways

This video demonstrates a step-by-step tutorial on integrating Autogen with Ollama, using large language open-source models, specifically Light LLM, to enable text generation and conversation capabilities.

Full Transcript

hi everyone I'm really excited to show you how to integrate AMA with autogen with ol llama you can add large language open-source models let's get started I have already done a beginner tutorial in regards to autogen I will link that in the description below we have already covered how to integrate text generation web Bui with autogen and LM studio with autogen the structure of the code will look pretty much the same first you import autogen then you you add a API base if you don't provide this API base it'll automatically get it from chat gbt then you create LM config which has a timeout and config list assign this settings to the assistant LM config isal LM config assistant is the bot user proxy is the user that's me who is talking to the bot you create the user proxy agent setting the work directory then you can initiate a chat with the question write a program to find even number to integrate ol Lama with auto agent we use light llm now we going to set up light llm and integrate that with auto agent go to terminal cond activate autogen it's your activating the virtual envirment which we have already created in the previous video then pip install Light llm click enter now light llm hyphen hyen model and then mention ol Lama SL mistro and click enter now you can see the application is served under 1262 port number I'm copying the URL and then going to the app.py file and changing the API base and saving it now open another terminal keep the previous terminal running here we're going to type python app.py enter now you can see our autogen app talking to mistol to check which model it's using I'm going to type another question what is your base AI model and then start the application again here you can see hello I am large language model trained by Mr AI That's it you are using Mr AI through ol Lama as simple as that I use the port number one 262 the whole URL like this you can also use port number 8,000 and copy this URL please do write if you have any questions in the comments below I hope you like this video please do like share and subscribe thanks for watching

Original Description

Discover the incredible journey of integrating AMA with Autogen using Ollama! This video is your gateway to unleashing the power of large language open-source models. Dive into the core of Autogen and see how seamlessly it synergises with Ollama through a hands-on tutorial. ๐Ÿ› ๏ธ Code - https://mer.vin/2023/10/autogen-ollama-integration/ AutoGen Tutorials: https://www.youtube.com/playlist?list=PLYQsp-tXX9w62Q3iJ7OiFHSx8gdYs_b_v Text Generation Web UI Tutorial: https://www.youtube.com/watch?v=yRbBcOwi4Lw AutoGen Basics: https://www.youtube.com/watch?v=dUxEMmvOHuo AutoGen + Text Generation WebUI : https://www.youtube.com/watch?v=7TUOS9YaC94 AutoGen + MemGPT : https://www.youtube.com/watch?v=XhG6TngZVSU AutoGen + Google Palm API & more! : https://www.youtube.com/watch?v=5mLvtynzmjs AutoGen + Ollama : https://www.youtube.com/watch?v=UQw04VW60U0 ๐ŸŽฏ What you'll learn: How to set up and integrate Autogen and Ollama effortlessly. The magic of large language models and how they can be harnessed in your projects. The structure and essentials of Autogen code for a smooth integration. The steps to activate and utilise LightLLM for a mind-blowing AI experience. How to verify your setup and ensure your Autogen app is ready for action! ๐Ÿ”ฅ Timestamps: 0:00 - Introduction 0:02 - Integrating AMA with Autogen 0:06 - Adding large language open-source models with Ollama 0:19 - Text generation web UI & LM Studio with Autogen 0:28 - Setting up API base and creating LM Config 1:04 - Using LightLLM for integration 1:19 - Activating virtual environment and installing LightLLM 1:34 - Running the application and verifying setup 2:04 - Verifying the base AI model used Hashtags: #Autogen #Ollama #AI #LargeLanguageModels #Integration #LightLLM #OpenSource #VirtualEnvironment #APIBase #LMConfig #TextGeneration #WebUI #LMStudio #AssistantSetup #Chat #Question #Program #PortNumber #Application #AppPy #Python #MrAI #Model #ModelIntegration #Terminal #Command #PipInstall #Activate #Environment #As
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This video teaches viewers how to integrate Autogen with Ollama, using Light LLM, to enable text generation and conversation capabilities. By following the step-by-step tutorial, viewers can learn how to set up and use large language open-source models for various applications.

Key Takeaways
  1. Import Autogen and set up API base
  2. Create LM config with timeout and config list
  3. Assign settings to assistant LM config
  4. Initiate chat with question
  5. Install Light LLM using pip
  6. Set up Light LLM and integrate with Autogen
  7. Run Autogen app and test integration
๐Ÿ’ก The video demonstrates how to seamlessly integrate Autogen with Ollama using Light LLM, enabling the use of large language open-source models for text generation and conversation capabilities.
๐Ÿ”’ Pro feature: Ask AI to explain this lesson โ†’

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Chapters (9)

Introduction
0:02 Integrating AMA with Autogen
0:06 Adding large language open-source models with Ollama
0:19 Text generation web UI & LM Studio with Autogen
0:28 Setting up API base and creating LM Config
1:04 Using LightLLM for integration
1:19 Activating virtual environment and installing LightLLM
1:34 Running the application and verifying setup
2:04 Verifying the base AI model used
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