cognee

Make data processing for LLMs easy

Open-source framework for creating knowledge graphs and data models for LLMs.

Try it yourself on Whatsapp with one of our partners by typing /save {content you want to save} followed by /query {knowledge you saved previously}

📦 Installation

With pip:

pip install cognee

With poetry:

poetry add cognee

cognee.add() - Add a new piece of information to storage

cognee.cognify() - Use LLMs to create graphs

cognee.search() - Query the graph for a piece of information

Our framework for the OpenAI, Graph (Neo4j) and Vector (Weaviate) databases introduces three key enhancements:

Query Classifiers: Navigate information graph using Pydantic OpenAI classifiers.
Document Topology: Structure and store documents in public and private domains.
Personalized Context: Provide a context object to the LLM for a better response.