FastAPI
Python backend for AI services, semantic search, and high-performance APIs.
FastAPI is the modern Python web framework. We use it for AI inference services, semantic search APIs, and data pipelines that need Python's ecosystem (sentence-transformers, scikit-learn, pandas) alongside production-grade async HTTP performance.
Python · AI · API
AI Service Layer
Wrap embeddings models, vector databases, and LLM calls behind a clean async API. The PHP/Node frontend doesn't need to know Python exists.
Auto-Documented
OpenAPI/Swagger generated automatically from type hints. Type contracts become API contracts, no separate documentation to drift.
Python Ecosystem
NumPy, Pandas, sentence-transformers, Hugging Face Transformers, scikit-learn — the entire ML toolkit, one import away.
Why choose FastAPI?
Some problems are Python-shaped. ML models, NLP pipelines, embeddings, scientific computing — the entire ML ecosystem lives in Python, and trying to do it from PHP or Node is fighting upstream. FastAPI gives us production-grade async HTTP, auto-generated OpenAPI docs, and clean async/await — wrapping Python's strengths in a serious web framework.
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