Privacy-Friendly Applications with Ollama, Vector Functions, and LangChainJS

Explore privacy-friendly AI application development in this JSConf talk by Pratim Bhosale. Learn how to build AI applications that keep data local using Ollama for running Large Language Models (LLMs) on your computer. Discover LangChain's capabilities in creating versatile agents for autonomous task handling while protecting sensitive information. Gain insights into cloud-based AI privacy concerns and the significance of local AI solutions. Delve into generating embeddings with Ollama for vector searches and see practical demonstrations of LangChain agents performing document summarization and API interactions. Examine real-world use cases and understand how these tools can be applied to maintain data privacy in AI applications. Benefit from the expertise of Pratim Bhosale, a Full Stack Developer, Developer Advocate at SurrealDB, and experienced speaker in the tech community.