YoVDO

Chatbot with LangChain

Offered By: James Briggs via YouTube

Tags

LangChain Courses Artificial Intelligence Courses Chatbot Courses Hugging Face Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn how to create an open-source chatbot using MPT-30B, the latest Large Language Model, and LangChain in this comprehensive video tutorial. Explore the superior performance of MPT-30B compared to GPT-3, and discover how to implement it in Python. Dive into tokenization, stopping criteria, and the LLM pipeline in Hugging Face. Follow step-by-step instructions to initialize MPT-30B in LangChain, build the chatbot, and post-process responses. Gain hands-on experience interacting with the MPT-30B chatbot, all achievable on a single GPU.

Syllabus

MPT-30B Chatbot
MPT-30B Explained
Implementing MPT-30B in Python
Tokenization and Stopping Criteria
LLM Pipeline in Hugging Face
Initializing MPT-30B in LangChain
Building an MPT-30B Chatbot
Post-Processing Chatbot Responses
Talking with MPT-30B Chatbot


Taught by

James Briggs

Related Courses

Prompt Templates for GPT-3.5 and Other LLMs - LangChain
James Briggs via YouTube
Getting Started with GPT-3 vs. Open Source LLMs - LangChain
James Briggs via YouTube
Chatbot Memory for Chat-GPT, Davinci + Other LLMs - LangChain
James Briggs via YouTube
Chat in LangChain
James Briggs via YouTube
LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep
James Briggs via YouTube