ChatGPT Retrieval Plugin
Use the ChatGPT Retrieval Plugin with Zilliz Cloud & Milvus for more accurate answers
Use this integration for FreeWhat is ChatGPT Retrieval Plugin
Introducing the ChatGPT Retrieval Plugin
The ChatGPT Retrieval Plugin for Milvus/Ziliz also known as a knowledge base retrieval plugin empowers ChatGPT to extract information from document snippets hosted by external parties. By expressing questions or needs in natural language, ChatGPT can efficiently retrieve relevant data from your collected sources, such as files, notes, or emails then generate answers in natural language. This feature enhances the accuracy and reliability of information retrieval for ChatGPT.
Benefit of the ChatGPT Retrieval Plugin
The plugin seamlessly integrates enterprise internal documents with ChatGPT by accessing vector embeddings stored in Milvus or Zilliz Cloud. This ensures employees have an efficient way to access accurate and up-to-date information. Developers can also use the plugin to host their knowledge bases, simplifying data retrieval from their own sources.
How the ChatGPT Retrieval Plugin and Zilliz Cloud Works
The ChatGPT Retrieval Plugin uses OpenAI's
text-embedding-ada-002embeddings model to generate embeddings of document chunks and then stores and queries the embedding into either Milvus or Zilliz Cloud. You can access the vector database though a user-friendly API that allows you to easily interact with your vector embedding data. Whether it is querying, upserting, deleting or even refining your search using metadata filtering.The ChatGPT Retrieval Plugin seamlessly incorporates OpenAI's
text-embedding-ada-002model to generate embeddings for document chunks, storing and querying these embeddings within either Milvus or Zilliz Cloud. Through an intuitive API, you have easy access to interact with your vector embedding data, whether it's querying, upserting, deleting, or refining your search using metadata filtering.A capability of the Retrieval Plugin is its provision of memory to ChatGPT. Through the plugin's upsert endpoint, ChatGPT can store conversation snippets in the vector database for later reference, triggered only when prompted by the user. This functionality enhances the chat experience, making ChatGPT more context-aware and enabling the retrieval of information from previous conversations.
Learn about the Milvus ChatGPT Retrieval Plugin
Blog | ChatGPT retrieval plugin with Zilliz and Milvus
The ChatGPT Retrieval Plugin for semantic search and retrieval of personal or organizational documents using natural language queries. GitHub Repo & Documentation