{"repo":"Izzetee/PiPiMink","free":true,"listed":false,"github":"https://github.com/Izzetee/PiPiMink","clone":"git clone https://github.com/Izzetee/PiPiMink.git","description":"Route every prompt to the best LLM — for you specifically.","language":"Go","stars":51,"topics":["ai","anthropic","go","llm","model-routing","ollama","openai","prompt-routing","router"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Route every prompt to the best model — for you specifically. PiPiMink is a Go service that routes each prompt to the LLM most likely to produce the best response — for you specifically . The Core Idea Most AI routers use generic, one-size-fits-all benchmarks (MMLU, HumanEval, etc.) that measure average performance across millions of anonymous prompts. PiPiMink takes the opposite approach: it learns which models work best for your actual use cases , based on benchmarks you define and results you observe yourself. The routing is intentionally subjective. A model that scores 90% on a generic coding benchmark may still give worse answers than a smaller local model for your specific coding style, domain, or workflow. PiPiMink lets you measure exactly that. There is no global leaderboard that defines what \"best\" means. You do. How It Works Request flow Every chat request goes through two steps: a routing decision, then the actual model call. The routing priority inside the meta-model call is: 1. Capability tags — primary signal (what the model says it excels at) 2. Benchmark scores — secondary signal (how the model actually performed on your tasks) 3. Average response time — tiebreaker only (measured latency from benchmarks) 1. Self-reported capability tags During a model refresh, PiPiMink asks every available model to assess its own strengths and weaknesses. Each model replies with a structured JSON tag list: These tags are stored in PostgreSQL alongside each model's metadata. The","default_branch":null,"files":null,"tree":[],"storefront":"/r/Izzetee","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Izzetee/PiPiMink/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}