Project Title

kotaemon — Open-Source RAG-Based Chat Interface for Document Interaction

Overview

kotaemon is an open-source tool designed for chatting with your documents using Retrieval-Augmented Generation (RAG). It offers a clean, customizable user interface for both end users and developers, facilitating document-based question-answering and the development of RAG pipelines. kotaemon stands out for its support for various LLMs and its user-friendly approach to integrating RAG technology.

Key Features

Clean & Minimalistic UI for RAG-based QA
Support for Various LLMs, including OpenAI, AzureOpenAI, Cohere, and local LLMs
Easy Installation and Customizable UI for Developers

Use Cases

End users can utilize kotaemon for document-based question-answering, enhancing information retrieval.
Developers can build their own RAG-based document QA pipeline using kotaemon's framework.
Integrating kotaemon into applications to provide a conversational interface for interacting with documents.

Advantages

User-friendly interface for non-technical end users to interact with documents.
Flexibility for developers to customize and build upon the RAG pipeline.
Supports integration with multiple LLM APIs, broadening its applicability.

Limitations / Considerations

The project's documentation mentions the need for Python 3.10+, which may limit its use for environments with older Python versions.
As an open-source project, the community and support may not be as extensive as commercial offerings.

Gradio: A platform for building and sharing AI applications, which kotaemon uses for its UI. Gradio offers a more general approach to AI app development.
LangChain: A framework for building language model applications, which might offer more complex features for language model interactions but could be overkill for simpler RAG use cases.
Hugging Face Spaces: A platform for sharing and discovering AI models and apps, which kotaemon leverages for demos and showcases.

Basic Information

GitHub: https://github.com/Cinnamon/kotaemon
Stars: 23,154
License: Unknown
Last Commit: 2025-09-07

📊 Project Information

Project Name: kotaemon
GitHub URL: https://github.com/Cinnamon/kotaemon
Programming Language: Python
⭐ Stars: 23,154
🍴 Forks: 1,890
📅 Created: 2024-03-25
🔄 Last Updated: 2025-09-07

🏷️ Project Topics

Topics: [, ", c, h, a, t, b, o, t, ", ,, , ", l, l, m, s, ", ,, , ", o, p, e, n, -, s, o, u, r, c, e, ", ,, , ", r, a, g, ", ]

🎮 Online Demos

This article is automatically generated by AI based on GitHub project information and README content analysis

kotaemon

Project Description