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Retrieval-Augmented Generation (RAG) with Spring AI, PGVector and Open AI
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Build a Chat Engine with RAG and Chat Memory using Spring AI, PGVector, and OpenAI
In this video, we dive into the world of Retrieval Augmented Generation (RAG) using Spring AI, PG Vector, and Open AI. We'll build a chat engine capable of answering questions based on the latest information or specific to your company's data.
Here's what we cover:
• Understanding the necessity of RAG in modern AI applications
• Exploring what RAG is and how it enhances information retrieval and generation
• Leveraging Vector Databases to optimize RAG performance
• Step-by-step implementation of RAG using Spring AI, PG Vector, and Open AI
• Developing a Chat Memory system using vector databases for enhanced conversational context
• Building a mini-clone of Chat GPT empowered by RAG and Chat Memory
👍 Don't forget to Like, Share, and Subscribe for more videos!
🔔 Hit the bell icon to get notified whenever we post a new video.
Tags: #RAG #RetrievalAugmentedGeneration #SpringAI #PGVector #OpenAI #VectorDatabase
In this video, we dive into the world of Retrieval Augmented Generation (RAG) using Spring AI, PG Vector, and Open AI. We'll build a chat engine capable of answering questions based on the latest information or specific to your company's data.
Here's what we cover:
• Understanding the necessity of RAG in modern AI applications
• Exploring what RAG is and how it enhances information retrieval and generation
• Leveraging Vector Databases to optimize RAG performance
• Step-by-step implementation of RAG using Spring AI, PG Vector, and Open AI
• Developing a Chat Memory system using vector databases for enhanced conversational context
• Building a mini-clone of Chat GPT empowered by RAG and Chat Memory
👍 Don't forget to Like, Share, and Subscribe for more videos!
🔔 Hit the bell icon to get notified whenever we post a new video.
Tags: #RAG #RetrievalAugmentedGeneration #SpringAI #PGVector #OpenAI #VectorDatabase
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