LLMSlim v0.3.0

Cut LLM token costs 40-70% with offline prompt compression

Open Source Developer Tools Artificial Intelligence GitHub發布於 2026年7月21日

什麼是 LLMSlim v0.3.0？

v0.3.0 ships hybrid prompt compression: offline TF-IDF extraction pre-prunes context, then an optional LLM rewrite pass semantically optimizes what remains. Result: 40-70% fewer tokens billed, sub-30ms CPU latency, and 100% retention of system directives, code blocks, and JSON schemas. Works with OpenAI, Anthropic, Gemini, LangChain, LlamaIndex, Ollama and more. Zero dependencies. Pure Python. pip install llmslim

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