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    1. YugabyteDB
    2. Tutorials
    3. AI

    Develop applications with AI and YugabyteDB

    Add a scalable and highly-available database to your AI projects

    Retrieval-augmented generation

    Hello RAG
    Build a Retrieval-Augmented Generation (RAG) pipeline with YugabyteDB.
    Similarity Search using Azure AI
    Build a scalable generative AI application using YugabyteDB as the database backend.
    Similarity Search using Google Vertex AI
    Deploy generative AI applications using Google Vertex AI and YugabyteDB.

    Vector basics

    Similarity search using LocalAI
    Build an LLM application, hosted locally or on-prem using LocalAI and YugabyteDB.
    Similarity search using Ollama
    Build an application with a locally-hosted embedding model using Ollama and YugabyteDB.

    Agentic, multiple data sources, and multi-step reasoning

    Use a knowledge base using Llama-Index
    Build a scalable RAG (Retrieval-Augmented Generation) app using LlamaIndex and OpenAI.
    Query without SQL using LangChain
    Build scalable applications with LLM integrations using LangChain and OpenAI.
    • Contribute List Contribute
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    On this page On this page
    • Retrieval-augmented generation
    • Vector basics
    • Agentic, multiple data sources, and multi-step reasoning
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