ReferenceNotebooks Collabs

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 Code Graph Demo: This notebook demonstrates how to create a code-centric knowledge graph using cognee, showcasing connections between programming concepts and their relationships.
  3. cognee Hotpot Evaluation: Explore how cognee integrates with datasets and performs HotpotQA-style question-answering evaluations using structured data.
  4. cognee Llama Index: Learn how to use the Llama Index with cognee to enhance graph-based search and retrieval tasks, enabling more efficient information discovery.
  5. 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.
  6. cognee HR Demo: Focused on human resources use cases, this notebook illustrates how cognee helps in analyzing resumes, job descriptions, and matching candidates to roles.

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.