cognee community - Memory for AI Agents in 5 lines of code

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Welcome! This repository hosts community-managed plugins and addons for Cognee.

cognee builds AI memory, next-generation tooling that is more accurate than RAG

Get started

Install the chosen community packaging using uv pip install ...

uv pip install cognee-community-vector-adapter-qdrant

This is community plugins repo, for core repo and on how to get started with cognee, please check: https://github.com/topoteretes/cognee

with UV locally with all optional dependencies

Navigate to the packages folder and the adapter of choice

uv sync --all-extras

import os
os.environ["LLM_API_KEY"] = "YOUR OPENAI_API_KEY"

You can also set the variables by creating .env file, using our template. To use different LLM providers, for more info check out our documentation

Navigate to the vector or graph store provider of choice and run the example

Supported Adapters

Package Name	Type	Description
cognee-community-vector-adapter-qdrant	Vector	Qdrant vector database adapter for cognee
cognee-community-vector-adapter-azure	Vector	Azure AI search vector database adapter for cognee
cognee-community-vector-adapter-redis	Vector	Redis vector database adapter for cognee

Repository Structure

• All packages are located in the packages directory.
• Each package must include:
  • A README.md file with installation and usage instructions.
  • An example.py file demonstrating how to use the plugin with Cognee.

Contributions are welcome! Please ensure your package is well-documented and easy to use.