Published On Jan 19, 2024
π€ Explore web chatbots with LLM - Join Darek Kleczek in creating a user-friendly LLM-powered chatbot web application.
π§πΎβπ Full course with certification and class materials available free at http://wandb.me/building-llm-powered-...
π Daily swag draw and grand prize Airpods draw from Dec 1 and 31, 2023. Details at http://wandb.me/llm-apps-contest
π£οΈ Join the course conversation on our Discord channel at http://wandb.me/course-discord
Episode Description
In this chapter of βBuilding LLM-Powered Appsβ, the free course from Weights & Biases, we step into the world of web application development. Led by Darek Kleczek, Machine Learning Engineer at W&B, this session focuses on creating a simple, user-friendly web application that enables users to interact with an LLM-powered chatbot.
π Chapter Highlights
-Creating a User Interface: Learn how to build a simple and intuitive user interface for your LLM-powered chatbot using the Gradio library.
-Configuring the Application: Explore the essential components of the configuration file, including project settings and model selection.
-Loading Vector Store and Chains: Understand the process of loading vector stores and conversational QA chains from Weights & Biases artifacts into your application.
-Implementing Chat Functionality: Dive into the technicalities of -implementing a chat interface that responds to user queries using the LLM.
-Interactive Web Application Demo: Follow along as we demonstrate the application's capabilities live in a browser environment.
π Enroll for Free: Join us on this educational journey to master the art of building LLM-powered applications. Enroll at http://wandb.me/building-llm-powered-....
π Next Chapter Sneak Peek: Stay tuned for our upcoming chapter, where we focus on enhancing and optimizing LLM applications.