New open-source library litelm offers a stripped-down LiteLLM alternative
A developer released litelm, a lightweight library that replicates LiteLLM's core routing and message-translation functionality across LLM providers in roughly 2,900 lines of code with only two dependencies. It deliberately omits LiteLLM's larger feature set—proxy servers, caching, cost tracking, and dozens of add-ons—keeping only model routing, streaming, tool use, embeddings, and the Responses API. The API mirrors LiteLLM's function names and arguments, so existing users can switch by simply renaming their imports.
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LiteLLM has grown to over 100,000 lines of code, and many developers only need its basic routing and translation capabilities rather than its full proxy and observability stack. A minimal, dependency-light alternative reduces install size, attack surface, and maintenance overhead for teams that just want simple multi-provider LLM calls without extra infrastructure.
- litelm reimplements LiteLLM's core call path in ~2,900 lines using only openai and httpx as dependencies.
- It supports routing across 19 providers, streaming, tool use, embeddings, and the OpenAI Responses API, but drops Router, proxy, caching, and cost tracking.
- Its API is designed to be a drop-in replacement, requiring only an import rename for existing LiteLLM users.
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See O'Reilly "Fluent Python" by Luciano Ramalho on Amazon → Affiliate link — we may earn a commission on purchases, at no extra cost to you. Product picked by AI based on this article; it is not a tested recommendation.Source: github.com, 2026-09-11
Published there as: “Litelm: LiteLLM Without the Bloat”
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