Agency Swarm vs Cognee — Comparison

Agency Swarm

Reliable Multi-Agent Orchestration Framework. Contribute to VRSEN/agency-swarm development by creating an account on GitHub.

This framework continues the original vision of Arsenii Shatokhin (aka VRSEN) to simplify the creation of AI agencies by thinking about automation in terms of real-world organizational structures, making it intuitive for both agents and users. If you hit environment issues, see the Installation guide. or convert from OpenAPI schemas: In Agency Swarm, communication flows are directional. The operator defines allowed initiations (left can initiate a chat with right). On first run, Agency Swarm sets up the terminal app automatically, shows a short setup message, and reuses it on later runs. See the terminal workflow guide: https://agency-swarm.ai/core-framework/agencies/agent-swarm-cli Need sync? agency.get_response_sync(...) exists, but async is recommended. Recommended agent folder structure: This structure ensures that each agent has its dedicated space with all necessary files to start working on its specific tasks. The tools.py can be customized to include tools and functionalities specific to the agent's role. For details on how to contribute to Agency Swarm, please refer to the Contributing Guide. Agency Swarm is open-source and licensed under MIT. Reliable Multi-Agent Orchestration Framework There was an error while loading. Please reload this page. There was an error while loading. Please reload this page. There was an error while loading. Please reload this page. There was an error while loading. Please reload this page.

Cognee

Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.

Based on the limited social mentions provided, there appears to be some development activity around Cognee on GitHub related to AI agent implementation, though specific user feedback is not available in these mentions. Multiple YouTube references to "Cognee AI" suggest there may be video content or tutorials about the tool, indicating some level of community interest or educational content. However, without actual user reviews or detailed social media discussions, it's not possible to determine user sentiment about Cognee's strengths, weaknesses, pricing, or overall reputation. More comprehensive user feedback would be needed to provide a meaningful summary of user opinions about this tool.

Agency Swarm

Cognee

Agency Swarm

Cognee

Agency Swarm

Cognee