Operate cognee from the terminal to store, retrieve, update, and remove information. Covers dataset and configuration management, ingestion cost estimates, session history access, and commands for inspecting or applying database migrations.
- Storing documents and asking questions from the terminal
- Estimating token usage and cost before importing data
- Managing datasets and saved configuration
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026
Connect cognee to additional databases and data sources through community packages. The skill covers installing and registering adapters, importing data through connectors, configuring monitoring, and developing extension packages with examples and tests.
- Connect cognee to Qdrant or another database
- Import data from Slack or Gmail
- Configure monitoring with Keywords AI
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026
Define custom entities and relationships in cognee, a memory system for AI applications. This skill guides model design, identity matching, searchable fields, and troubleshooting when entities are duplicated or relationships are missing.
- Designing custom entities and relationships
- Preventing duplicate entities across imports
- Investigating missing search results or relationships
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026
Build custom cognee processing by chaining Python tasks, defining data types, and saving results to graph and vector databases. Use it to enrich existing data, inspect run status, and troubleshoot how tasks pass data.
- Building custom extraction and processing steps
- Saving custom data types to graph and vector databases
- Adding information to an existing graph
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026
Run cognee in Docker, starting with a prebuilt image for local document ingestion and questions. It also covers Docker Compose profiles for adding the UI, MCP server, Postgres, and Neo4j, plus persistent data storage.
- Try cognee locally using a prebuilt Docker image
- Test document ingestion and questions through the API
- Start the UI, MCP server, and databases with Docker Compose
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026
Find and remove stored content from cognee using its SDK, HTTP API, or CLI. Inspect documents before deletion, choose document or dataset removal, or keep raw files while clearing derived graph relationships and search vectors.
- Find and delete a specific stored document
- Remove an entire dataset
- Clear derived memory while keeping original files
topoteretes/cognee☆ 32.5KUpdated Oct 17, 2026