Zachary Proser is a Staff Developer Advocate at Pinecone.io who specializes in building AI applications, particularly focusing on Retrieval Augmented Generation (RAG) with tools like LangChain and OpenAI. His content targets developers and data enthusiasts interested in practical AI development.
Learn how to leverage both Codium and ChatGPT to supercharge your coding workflow and project management. The video demonstrates using Codium within your IDE for real-time coding assistance and ChatGPT for architectural discussions, debugging, and pre-project planning.
Learn how to build a knowledge base from your website content using Langchain, OpenAI, and Pinecone. The video demonstrates ingesting MDX files, creating embeddings with OpenAI's text embedding model, and storing them in a Pinecone vector database for efficient querying and retrieval.
Learn how to build a chatbot using Langchain, Pinecone, and OpenAI to answer questions based on your data. The tutorial details how to load data (using a directory loader and glob patterns), create a vector database in Pinecone, use OpenAI embeddings to create vectors, and build a retrieval augmented generation (RAG) pipeline in Langchain to power the chatbot.
Learn how to build a conversational chat interface for your website using your own existing content, creating a richer user experience. This tutorial uses Vercel AI SDK, a React app, and a Pinecone vector database to ingest, process, and search your data, ultimately powering a retrieval augmented generation (RAG) pipeline for dynamic responses and related content suggestions.
