GraphRAG-Ollama-UI

GraphRAG local model with Ollama and Gradio UI support

CommonProductProgrammingGraphRAGOllama

GraphRAG-Ollama-UI is a local adaptation version of Microsoft's GraphRAG, supporting local model support using Ollama. A interactive user interface is provided through the Gradio UI, making it more convenient for users to manage data, run queries and visualize results. The main advantages of this model include local model support, cost-effectiveness, interactive user interface, real-time graph visualization, file management, settings management, output exploration, and logging.

Local model support: Language model and embedding model supported using Ollama.
Cost-effective: Eliminate reliance on expensive OpenAI models.
Interactive UI: User-friendly interface for managing data
running queries
and visualizing results.
Real-time graph visualization: Visualize knowledge graphs in 3D using Plotly.
File management: Upload
view
edit
and delete input files directly from the UI.

The target audience for GraphRAG-Ollama-UI is developers and data scientists who need a localized
cost-effective
and easy-to-use model for processing and analyzing knowledge graphs. This product is suitable for users who wish to reduce dependence on external APIs
increase data processing efficiency
and improve data visualization effects.

Developers can use GraphRAG-Ollama-UI to build and query local knowledge graphs
improving data processing flexibility and efficiency.
Data scientists can run complex data queries and analysis using this model to gain deeper insights.
Educators can leverage this tool in teaching to demonstrate the construction and application of knowledge graphs
enhancing students' understanding and interest.

1. Create and activate a new conda environment: `conda create -n graphrag-ollama -y` and `conda activate graphrag-ollama`.
2. Install Ollama: visit Ollama's website for installation instructions.
3. Install the required packages: `pip install -r requirements.txt`.
4. Launch the interactive UI: `gradio app.py` or `python app.py`.
5. Use the UI: once the UI is launched

Visit

GraphRAG-Ollama-UI Visit Over Time

Monthly Visits

488643166

Bounce Rate

37.28%

Page per Visit

5.7

Visit Duration

00:06:37

GraphRAG-Ollama-UI Visit Trend

GraphRAG-Ollama-UI Visit Geography

GraphRAG-Ollama-UI Traffic Sources

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