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.