Comments on: Using RAG and Vector Store with Spring AI https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/ Java, Spring, Kotlin, microservices, Kubernetes, containers Mon, 03 Mar 2025 12:59:46 +0000 hourly 1 https://wordpress.org/?v=6.9.1 By: Alassane https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/#comment-2609 Mon, 03 Mar 2025 12:59:46 +0000 https://piotrminkowski.com/?p=15538#comment-2609 In reply to piotr.minkowski.

Great, so under the hood, the vector database is connected to the configured LLM ?

]]> By: piotr.minkowski https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/#comment-2606 Mon, 03 Mar 2025 12:48:36 +0000 https://piotrminkowski.com/?p=15538#comment-2606 In reply to zcz.

Hi. It looks interesting. I’ll definitely take a look on.

]]> By: piotr.minkowski https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/#comment-2605 Mon, 03 Mar 2025 12:46:18 +0000 https://piotrminkowski.com/?p=15538#comment-2605 In reply to Alassane.

Vector database is integrated with the model through SpringAI. If you insert data into a vector store it generate embeddings using LLM and put the result into a vectore store.

]]> By: Alassane https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/#comment-2602 Sat, 01 Mar 2025 12:43:36 +0000 https://piotrminkowski.com/?p=15538#comment-2602 Very nice article.
I have a question regarding RAG, how the chat model “understands” the data coming from the vector database ? Are thoses data specific for each vector engine or is this standard ?
Best regards

]]> By: zcz https://piotrminkowski.com/2025/02/24/using-rag-and-vector-store-with-spring-ai/#comment-2597 Thu, 27 Feb 2025 06:33:49 +0000 https://piotrminkowski.com/?p=15538#comment-2597 Hi, Piotr. I’m also exploring similar frameworks. I’ve developed a lightweight framework called JLangChain，https://github.com/flower-trees/j-langchain. I’d be delighted to have you use it, or provide valuable suggestions and engage in discussions. Looking forward to your reply.

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