Building a RAG Chatbot with LangChain, OpenAI, and Groq
Qdrant - Vector Database & Search Engine via YouTube
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Learn to build a chatbot from scratch using Retrieval Augmented Generation (RAG) in this 20-minute video tutorial. Explore the implementation of OpenAI's gpt-3.5-turbo LLM through LangChain's ChatOpenAI class, while leveraging OpenAI's text-embedding-3-small for embedding and Qdrant vector database as the knowledge base. Access the complete implementation through the provided Jupyter notebook and utilize the Mistral-7B ArXiv paper dataset from Hugging Face to create a functional chatbot with advanced retrieval capabilities.
Syllabus
Chatbot with RAG, using LangChain, OpenAI, and Groq
Taught by
Qdrant - Vector Database & Search Engine