Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS - LLM App Development

Learn how to develop a local AI copilot using LangChain, NVIDIA NIM, and FAISS in this 19-minute video tutorial. Explore the process of document processing and vector store creation by converting data into embeddings using a locally deployed model and storing them in a FAISS vector database. Discover how to perform inference with the downloadable Llama 3 8B Instruct model using NVIDIA NIM to handle user queries. Master the orchestration of LLM applications with LangChain, enabling interaction between a vector database and a foundation model to respond to user inquiries. Access the accompanying notebook for hands-on practice, join the NVIDIA Developer Program for additional resources, and stay updated with the latest developments by subscribing to the NVIDIA Technical Blog.

Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development