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title: README |
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# 👽🧙 **Ollama Agent Roll Cage (OARC)** 🤬🤖 |
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## 🌌 **About OARC** |
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Ollama Agent Roll Cage (OARC) is a Python-based framework combining the power of **ollama LLMs**, **Coqui-TTS**, **Keras classifiers**, **LLaVA Vision**, **Whisper Speech Recognition**, and **YOLOv8 Object Detection** into a unified chatbot agent API for local, custom automation. OARC enables seamless management and creation of intelligent agents through features such as: |
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- **Conversation History Management** |
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- **Model Management and Function Calling** |
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- **Retrieval-Augmented Generation (RAG)** |
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- **Document Database Integration** (via embedding models) |
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- **Multimodal Chain of Thought** |
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By leveraging **DuckDB**, external tools, and interaction spaces, OARC empowers users to structure a "base reality" for agents, enhancing control over outcomes and fostering reliable, secure automation. |
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OARC also offers advanced tools for creating secure agent systems. By limiting model outputs to specific training data, users can implement their own fine-tuned models while exploring logical and ontological AI frameworks. |
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Let’s redefine the possibilities of AI-driven agents and collaborative development! 🌟 |
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## 💡 **Core Features** |
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- **Unified API**: Streamline chatbot agent design and deployment. |
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- **Multimodal Capabilities**: Integrate speech, vision, and data retrieval seamlessly. |
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- **Custom Automation**: Build tailored workflows for your unique use cases. |
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- **Security Tools**: Protect your agentic projects with robust safeguards. |
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## 🎥 **Demo Videos** |
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[](https://www.youtube.com/watch?v=W7TusPTnNXA) |
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- [OARC v0.28.0 - Speech-to-Speech with Vision & Agent Library](https://www.youtube.com/watch?v=W7TusPTnNXA) |
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- [OARC Demo Videos Compilation](https://github.com/Leoleojames1/ollama_agent_roll_cage/blob/master/docs/demo_videos.md) |
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- [OARC 0.27.0 DEMO 5 - HF S_Dogg Model](https://streamable.com/hldmzh?src=player-page-share) |
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## 🌍 **Join the Community** |
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- **Discord**: [OARC](https://discord.gg/qfpwCB8nXs) | [Ollama](https://discord.gg/ollama) |
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- **Support**: [Buy Me a Coffee](https://ko-fi.com/theborch) |
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## 📜 **Licenses** |
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[Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0) |[MADE WITH META LLAMA](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b/blob/main/LICENSE) | [Coqui Public Model License 1.0.0](https://huggingface.co/Borcherding/XTTS-v2_C3PO/blob/main/LICENSE.txt) |
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