What is the OpenAI Document Connector?

It's a server that seamlessly integrates OpenAI Vector Store's document search and retrieval capabilities directly with ChatGPT, utilizing the Model Context Protocol (MCP) for enhanced interaction.

How does it enhance ChatGPT's capabilities?

This connector empowers ChatGPT with powerful semantic search for natural language queries and the ability to fetch full document content, significantly boosting its Deep Research and context understanding.

What kind of search capabilities does it offer?

It provides advanced vector-based Semantic Search using OpenAI Vector Store, allowing ChatGPT to understand natural language queries and return highly relevant document snippets.

Can it retrieve full document content?

Yes, its 'Document Fetch' feature allows for the retrieval of complete document content, including title, full text, URL, and metadata, by simply providing the document ID.

OpenAI Document Connector

Name: OpenAI Document Connector
Author: kkyy3402

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Integrates search and document retrieval capabilities with ChatGPT using the Model Context Protocol and OpenAI Vector Store.

This project provides a sample server leveraging the Model Context Protocol (MCP) to connect ChatGPT with powerful search and document retrieval functionalities. By utilizing OpenAI's Vector Store, it enables semantic search over documents and allows for fetching their full content, making it an ideal companion for ChatGPT's Deep Research and Chat Connectors features to access external knowledge bases efficiently.

Key Features

01Semantic Search using OpenAI Vector Store for natural language queries and relevant document snippets

02Document Fetch to retrieve full content including title, text, URL, and metadata by ID

03FastMCP based server ensuring compliance with ChatGPT MCP standards and lightweight SSE communication

04Environment variable based configuration for managing OpenAI API Key and Vector Store ID

050 GitHub stars

Use Cases

01Integrating external document knowledge bases with ChatGPT for enhanced conversations

02Enhancing ChatGPT's Deep Research capabilities with custom, context-specific data

03Providing custom search and document access tools for ChatGPT Chat Connectors