LLMOps - Connect Private Data with OpenAPI to Custom GPTs Using Actions in ChatGPT
The Machine Learning Engineer via YouTube
Overview
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Learn to build a production-ready OpenAPI server that connects Microsoft SQL Server databases to ChatGPT custom GPTs through secure actions in this comprehensive tutorial. Discover how to implement Bearer Token authentication and OAuth 2.0 security protocols while creating a REST server that complies with OpenAPI 3.1 standards. Master the integration of SSL/TLS encryption for secure data transmission and explore how to provide read-only access to private database information through ChatGPT Actions. Understand the implementation of Model Context Protocol (MCP) server functionality that enables AI-powered interactions with SQL Server databases. Gain hands-on experience building a system that seamlessly connects with both Claude.ai and ChatGPT GPTs, allowing you to create custom models that can securely access and query your private data sources while maintaining enterprise-level security standards.
Syllabus
LLMOps: Connect private data with OpenAPI to custom GPTs using actions in ChatGPT #machinelearning
Taught by
The Machine Learning Engineer