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5 repositories
#ollama
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D taking face running locally across platforms

Star open-webui / open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
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