Dify
Zilliz Cloud adds vector search to Dify, boosting AI apps with efficient data retrieval.
Use this integration for FreeAbout Dify
Dify is an open-source platform for building AI applications. It combines Backend-as-a-Service with LLMOps, supporting mainstream language models and offering an intuitive prompt orchestration interface. Dify provides high-quality RAG engines and a flexible AI agent framework, enabling both developers and non-technical users to create innovative AI solutions.
Why Zilliz Cloud and Dify
Integrating Zilliz Cloud with Dify enhances AI applications by adding powerful vector search capabilities. This combination allows for efficient retrieval of relevant information from large datasets, improving the accuracy and relevance of AI-generated responses. By leveraging Zilliz Cloud's scalable vector database, Dify users can build more sophisticated AI applications that effectively utilize both structured and unstructured data.
How Zilliz Cloud and Dify works
When integrated, Zilliz Cloud serves as the vector database backend for Dify's RAG (Retrieval-Augmented Generation) engine. As users interact with Dify-powered AI applications, queries are processed and relevant vectors are retrieved from Zilliz Cloud. These vectors are then used to enhance the context provided to the language model, resulting in more accurate and contextually appropriate responses. This integration streamlines the process of building AI applications that require both language understanding and efficient data retrieval.
Learn
The best way to start is with a hands-on tutorial. This tutorial will walk you through how to deploy Dify with Milvus (or Zilliz Cloud), to enable efficient retrieval and RAG engine.
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