~/talk

AI in My API Gateway ... But Why?

Talkat apidays Paris 2024 · 2024-12-02..12-05· [ai-assisted-development, api-design]
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slides:none on file

Built an aori LM extension that proxies OpenAI‑compatible calls and can route to OpenAI Mistral or Hugging Face, with retries, circuit breakers, provider fallback to local LMs, per‑API‑key token rate limits and secret vault injection. It adds semantic caching (embedding + vector search) that turns a ~10s generation into a 71ms cache hit, prompt guards that block secrets or toxic text, and wasm “tool call” functions run on the gateway. Claims: centralized observability, lower token spend, and reusable functions and templates for mock data and HTML generation.

AI-written summary · about

  1. 0:00AI in API Gateways
  2. 1:11API Gateway for LLM APIs
  3. 5:10Unified LLM interface
  4. 7:40Resilience for LLM APIs
  5. 8:45Observability and cost for LLM APIs
  6. 10:55Semantic caching LLM responses
  7. 13:05Prompt guards for privacy
  8. 16:00Authentication for LLM APIs
  9. 17:48Prompt engineering tools
  10. 18:32Tool calls in LLM APIs
  11. 21:05Live demos
  12. 24:01Conclusion
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