vector database

CosmosDB

How to Building a vector similarity search app with Azure AI Vision and PostgreSQL

Vector search is a method that helps you find similar items based on their content rather than exact matches on properties like keywords, tags, or other metadata, as keyword-based search systems do. In this session, we will discuss vector search with Azure AI Vision and Azure Cosmos DB for PostgreSQL. This video is from Azure […]

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AI Data

OpenAI Embeddings and Vector Databases Crash Course

This video is from Adrian Twarog. Embeddings and Vectors are a great way of storing and retrieving information for use with AI services. OpenAI provides a great embedding API to do this. Postman lets you make these with easy at https://www.postman.com/ (today’s sponsor) In this video we will explore how to create a Vector Database […]

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AI Data

Vector databases are so hot right now. WTF are they?

Vector databases are rapidly growing in popularity as a way to add long-term memory to LLMs like GPT-4, LLaMDA, and LLaMA. Learn how popular vector databases like Pinecone and Weaviate can store ML embeddings to integrate with tools like ChatGPT.

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AI Data

Vector Databases simply explained! (Embeddings & Indexes)

This video is from AssemblyAI. Vector Databases simply explained. Learn what vector databases and vector embeddings are and how they work. Then I’ll go over some use cases for it and I briefly show you different options you can use.

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AI Large Language Models

How to Build and Run a Medical Chatbot using Llama 2 on CPU Machine: All Open Source

In this tutorial video, AI Anytime shows you how to build a sophisticated Medical Chatbot using powerful open-source technologies. Learn how to use Sentence Transformers for embeddings, Faiss CPU for vector storage, and integrate Llama 2, a large language model, using the Chainlit library for a conversational interface. Follow along, as we guide you step-by-step […]

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