Colab Notebooks

This is a centralized hub for collaborative and example notebooks designed to showcase cognee’s features and integration workflows. These notebooks provide hands-on examples through cognee’s tasks. Each notebook includes a real-world use case example and expected outputs to help you integrate cognee seamlessly into your projects.

Available Notebooks

1. cognee Demo: A demo showcasing cognee’s capabilities, including data ingestion, knowledge graph creation, and queries.
2. cognee Multimedia Demo: This notebook demonstrates how to integrate and process multimedia data (e.g., images, audio) within cognee’s pipelines to generate insights and graphs.
3. cognee GraphRAG Simple Example: This notebook walks through a minimal workflow using Cognee: ingesting a single text file, building a knowledge graph, and querying that graph with natural-language questions.
4. cognee Ontology Demo: Learn how to load and apply an OWL ontology in Cognee, align it with ingested data, and explore ontology-guided queries over the resulting knowledge graph.

How to Use These Notebooks

• Select a Notebook: Choose a notebook based on your use case or learning goals.
• Set Up the Environment: Follow the prerequisites in each notebook to configure dependencies.
• Run and Explore: Open the notebook, run the cells, and observe how cognee processes data to generate insights.
• Customize and Extend: Modify the examples to fit your specific project needs.

How to Contribute

If you have a notebook showcasing an innovative way to use cognee, we’d love to include it! Submit a pull request to our GitHub repository  or reach out to us directly.