JacobHuang91/prompt-refiner
🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.
This tool helps developers building AI applications, such as chatbots or AI agents, efficiently manage the text they send to large language models. It takes raw text inputs like chat history, documents, or tool descriptions and automatically cleans and condenses them, resulting in smaller, more focused messages. This is ideal for anyone working on AI features that interact with users or external systems, who wants to ensure their applications run cost-effectively and within token limits.
Use this if you are developing AI applications like chatbots or agents and want to automatically optimize the text inputs sent to large language models, saving on API costs and fitting more context into your prompts.
Not ideal if you are an end-user of an AI application or if you are working with AI models that do not have token limits or cost implications based on input size.
Stars
36
Forks
3
Language
Python
License
MIT
Category
Last pushed
Dec 23, 2025
Commits (30d)
0
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