Serve LLMs Locally in Python: vLLM with an OpenAI-Compatible API
Run your own LLM API without breaking your app — build a local vLLM server to gain predictable latency, cost control, and privacy for chat workloads.
Follow a practical pipeline: single test call, FastAPI POST endpoint, efficient batching, token streaming, and request timeouts using the OpenAI Python client.
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#vLLM #FastAPI #OpenAI #LLM #Python #AIEngineering #MLOps
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