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OpenAI
Since 2020GPT-4, embeddings, and function calling
GPT-4, embeddings, and function calling — intelligent automation, content generation, and RAG systems.
Overview
Central to my AI work. GPT-4 for text processing, code generation, conversational AI. Embeddings API for vector search, function calling for structured extraction, assistants API for stateful agents. Production-grade with error handling, rate limiting, cost monitoring, streaming.
Use Cases
- Text generation
- RAG with embeddings
- function calling
- chatbots
- code analysis
- content moderation
Advantages
- State-of-the-art quality
- excellent API
- function calling
- streaming
- embeddings
- comprehensive docs
Considerations
- Costs at scale
- data privacy concerns
- rate limits
- model behavior changes between versions