REST API Design and Management for LLMOps Engineers
Master the art of designing, securing, and managing RESTful APIs tailored for Large Language Model operations, from prompt management to model deployment and monitoring.
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Foundational REST API Design for LLMOps
Unit 1: RESTful Foundations for LLMOps
What is REST?
HTTP Methods & Resources
Statelessness in LLM APIs
Unit 2: Designing LLMOps API Endpoints
Prompt Management APIs
Inference & Fine-tuning APIs
Monitoring Data APIs
Unit 3: Evolving and Documenting LLM APIs
API Versioning Strategies
OpenAPI for LLM APIs
Advanced API Management and Security for LLMOps
Unit 1: Securing Your LLM APIs
API Security Basics
AuthN for LLM APIs
AuthZ and Input Validation
Unit 2: API Gateways for LLMOps
API Gateway Fundamentals
Traffic Management with Gateways
Gateway for Observability
Unit 3: Monitoring and Logging LLM APIs
LLM API Monitoring
Logging LLM API Events