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smart_toy
Claude & GPT Integration
Add LLM features to your apps: chat, tool use, structured output, streaming and cost control.
Fortgeschritten
menu_book6 Module
scheduleca. 10 Std.
Kostenlos
- 1 Your First API Call API keys, the Anthropic Python SDK, a first request and reading the response safely. 25 Min.
- 2 Building an AI Feature into Flask A secure Flask endpoint, input limits, rate limiting, error handling and a simple chat UI. 40 Min.
- 3 Streaming Responses Show answers as they are generated, stream through Flask to the browser, and handle long outputs. 35 Min.
- 4 Tool Use: Letting the Model Call Your Code Define tools, run the tool loop, use the SDK tool runner and keep tool use safe. 40 Min.
- 5 Structured Output and Data Extraction Get validated JSON with Pydantic, extract data from documents and images, and classify text. 35 Min.
- 6 Cost, Caching, Safety and Production Control spend with caching and model choice, handle refusals, protect users and monitor in production. 40 Min.