Ever wished you could effortlessly chat with your documents and get instant answers? 🤔 Kotaemon, an open-source RAG UI, makes this a reality! This framework empowers you to unlock the knowledge hidden within your files using cutting-edge techniques like Hybrid RAG and Graph RAG.
💡 Why Kotaemon Matters
In a world overflowing with information, efficiently accessing insights from our documents is crucial. 🤯 Kotaemon simplifies this process, making it easy to extract valuable information from research papers, reports, or even your own notes!
✨ Key Features of Kotaemon
🌐 Host Your Own Document QA Web UI
- Say goodbye to scattered files! 👋 Kotaemon provides a centralized platform to upload, manage, and interact with your documents.
- Collaboration is key! 🤝 Multiple users can access the platform, share knowledge, and engage in insightful discussions.
💡 Pro Tip: Organize your files into public and private collections for easy access and collaboration.
🤖 Power Up with LLM & Embedding Models
- Integrate your preferred large language models (LLMs) and embedding models, both locally and from popular API providers like OpenAI, Azure, and more.
- This flexibility ensures you can tailor Kotaemon to your specific needs and leverage the power of diverse AI models.
🤯 Surprising Fact: Kotaemon supports advanced reasoning methods, allowing it to handle even complex, multi-hop questions!
🔗 Hybrid RAG Pipeline for Superior Retrieval
- Kotaemon leverages the power of Hybrid RAG, combining the strengths of keyword-based search and semantic understanding.
- This means more accurate and relevant answers to your questions, saving you time and effort.
💡 Pro Tip: Experiment with different retrieval settings to fine-tune Kotaemon’s performance for your specific documents.
🖼️ Multi-Modal QA Support
- Go beyond text! 🖼️ Kotaemon can handle documents containing figures and tables, extracting insights from various data formats.
- This multi-modal capability makes it an incredibly versatile tool for researchers, analysts, and anyone working with diverse data types.
💡 Pro Tip: Utilize the selectable multi-modal parsing options to optimize Kotaemon for your specific document types.
🚀 Getting Started with Kotaemon
- Download: Grab the latest Kotaemon release from the official GitHub repository.
- Install: Follow the simple installation instructions provided, which involve running a script to set up the necessary environment.
- Launch: Access Kotaemon through your web browser on localhost and log in using the default credentials (admin/admin).
- Explore: Start uploading your documents, configuring your preferred LLMs and embedding models, and experience the magic of effortless document interaction.
🧰 Resource Toolbox
- Kotaemon GitHub Repository: https://github.com/Cinnamon/kotaemon – Access the source code, installation instructions, and documentation.
- Hugging Face Spaces Demo: https://huggingface.co/spaces/cin-model/kotaemon-demo – Try out a live demo of Kotaemon to experience its capabilities firsthand.
- Kotaemon Documentation: https://cinnamon.github.io/kotaemon/ – Dive deeper into the technical details, customization options, and advanced features.
🎉 Empowering a New Era of Knowledge Discovery
Kotaemon empowers you to unlock the full potential of your documents. By seamlessly integrating cutting-edge AI techniques, it transforms how we interact with information, making research, analysis, and knowledge discovery more efficient and enjoyable.
