AI-Prompt-Optimizer
AI Prompt Optimizer is a Streamlit-powered tool that helps you write shorter, smarter prompts for AI models like GPT-5, Claude, and LLaMA—cutting token usage and costs without losing quality. It offers three optimization modes: Local Optimizer (spaCy + Lemminflect): Quickly cleans and simplifies prompts with rules and lemmatization. LLM Optimizer (LangChain + GPT-5): Uses GPT-5 with 8 expert personas for context-aware rewriting. Agent Optimizer (LangGraph + GPT-5): A smart agent that can even search the web via Tavily to enhance prompts in real time. Key Features: Accurate token counting with GPT-5-specific encoding. Instant cost-saving calculations with custom model rates. Modern, responsive UI with side-by-side comparison. Export and share optimized prompts with savings stats. Adjustable optimization levels to match your needs. With AI Prompt Optimizer, you craft clear, efficient prompts—saving money and boosting AI performance.
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