LLM CHAT LOCAL UI WITH GRADIO
LLM CHAT LOCAL UI WITH GRADIO
Local #llm #ui with #gradio
#gpt #claude #vscode
https://github.com/LearnByDoing2024/Y...
In this video, I demonstrate how to use Gradio as a user interface for interacting with large language models locally. I show how to set up and modify the interface using LLM Studio to load models and Gradio for creating chatbot applications. I compare different setups, including one generated by ChatGPT and another by Cloud, explaining the pros and cons of each in terms of design and functionality. This tutorial is great for those looking to build local interfaces for AI models with Gradio.
Key Points:
🖥️ Gradio as a user interface: Setting up Gradio to interact with local AI models
⚙️ LLM Studio integration: Using LLM Studio to load models and debug the interface
🤖 Building a chatbot: Demonstrating two versions created by ChatGPT and Cloud
🛠️ Customization options: Adjusting UI elements and adding features like code execution
📊 Comparison of interfaces: Evaluating the design and usability of different approaches
🔧 Future improvements: Discussing challenges with code execution and debugging
If you're interested in creating AI-based apps or want to explore Gradio, this video provides a useful introduction! Feel free to ask questions or share your thoughts in the comments.
1. Introduction to Gradio and using it as a local UI for large language models: 00:01
2. Exploring Gradio as an alternative to Streamlit for building apps: 00:31
3. Loading models using LM Studio and building a chatbot in Gradio: 01:35
4. Creating two different chatbot versions based on different setups: 02:45
5. Comparing UI improvements and code execution challenges: 04:10
6. Observing differences in design and functionality between the two versions: 06:35
7. Conclusion and recommendations for using Gradio for local models: 08:00