❓ Frequently Asked Questions & Short Answers
1. What do you mean by “memory”?
At cognee, “memory” includes user interactions, preferences, context, and any incremental learnings. This is layered in addition to the initial knowledge base, which is the predefined or preloaded information your agent starts with.
2. How does cognee handle large datasets in knowledge graphs?
cognee uses scalable and efficient graph technologies designed to manage large volumes of data without significant performance overhead. Graph databases are optimized to represent relationships efficiently, enabling rapid querying and retrieval even with extensive datasets.
3. cognee feels complicated; can it be simplified?
We are actively making cognee more approachable. Our modular design also allows you to adopt only specific cognee functionalities as needed. Check our Tutorials for beginner friendly examples.
4. Where is my data stored after running cognee locally?
Check .cognee_system folder or your virtual environment to locate your data.
5. Can I verify if the knowledge graph accurately represents my data?
Yes, cognee provides tools and visualizations that allow you to inspect, verify, and debug your generated knowledge graph. This ensures transparency and accuracy, letting you validate entities and relationships quickly.
6. Can I edit the knowledge graph if something is incorrect or missing?
We are working on this functionality.
7. Which search types should I use for my specific use case?
cognee supports various search types tailored for different use cases. Check our Search Guide
8. What if I’m having trouble debugging my pipeline or tasks?
cognee provides detailed logging and error handling. This helps identify and resolve issues more efficiently. All cognee community is happy to help you on Discord !
9. Can I trust cognee with critical or core applications?
cognee is designed for stability, transparency, and control, especially important for products central to your business. Our tools give you the ability to extensively inspect and control your knowledge graph, reducing risks and enhancing reliability for production-grade applications.
Have more questions?
Feel free to reach out directly in our Discord or explore our detailed documentation for more in-depth information.
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