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AIOHTTP

Async HTTP client and server for Python

Apache-2.0

ABOUT

Python developers building concurrent I/O-bound applications (web scrapers, API clients, streaming data pipelines) hit throughput limits with synchronous HTTP libraries that block on every request — forcing thread-per-request patterns that waste memory and context-switch overhead. Aiohttp provides a native asyncio-based HTTP client that multiplexes hundreds of concurrent requests on a single thread, with automatic connection pooling, keep-alive, and redirect handling — enabling web crawlers, LLM API batching, and microservice backends to saturate network bandwidth without thread-per-request overhead.

INSTALL
pip install aiohttp

INTEGRATION GUIDE

1. Send hundreds of concurrent HTTP requests to LLM providers, embedding APIs, and search endpoints from a single process using aiohttp.ClientSession for batch inference and retrieval 2. Build asynchronous web crawlers and document scrapers that fetch, parse, and extract content from thousands of URLs simultaneously without thread-per-request overhead 3. Serve AI model inference endpoints and WebSocket streaming responses with aiohttp.web, handling concurrent client connections with asyncio-native request lifecycle management

TAGS

pythonhttpasyncasynciowebsocketnetworking