Cognee vs. Membase Comparison


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About Cognee is an open source AI memory engine that transforms raw data into structured knowledge graphs, enhancing the accuracy and contextual understanding of AI agents. It supports various data types, including unstructured text, media files, PDFs, and tables, and integrates seamlessly with several data sources. Cognee employs modular ECL pipelines to process and organize data, enabling AI agents to retrieve relevant information efficiently. It is compatible with vector and graph databases and supports LLM frameworks like OpenAI, LlamaIndex, and LangChain. Key features include customizable storage options, RDF-based ontologies for smart data structuring, and the ability to run on-premises, ensuring data privacy and compliance. Cognee's distributed system is scalable, capable of handling large volumes of data, and is designed to reduce AI hallucinations by providing AI agents with a coherent and interconnected data landscape.	About Membase is a unified AI memory layer platform designed to help AI agents and tools share and persist context so they “understand you” across sessions without forced repetition or isolated memory silos, enabling consistent conversational experiences and shared knowledge across AI assistants. It provides a secure, centralized memory layer that captures, stores, and syncs context, conversation history, and relevant knowledge across multiple AI agents and integrations with tools such as ChatGPT, Claude, Cursor, and others, so all connected agents can access a common context and avoid repeating user intents. Designed as a foundational memory service, it aims to maintain consistent context across your AI ecosystem, reducing friction and improving continuity in multi-tool workflows by keeping long-term context available and shared rather than locked within individual models or sessions, and letting users focus on outcomes instead of re-entering context for each agent request.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience AI developers and data engineers wanting a tool to enhance large language model applications with structured, context-rich data retrieval	Audience AI architects, and teams building multi-agent and context-aware AI systems who need a unified, persistent memory layer to sync conversation history and context across tools and agents
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $25 per month Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Cognee Germany www.cognee.ai/	Company Information Membase Founded: 2025 United States membase.so/
Alternatives Mem0	Alternatives MemMachine MemVerge
LlamaIndex	OpenMemory
Flowise Flowise AI	Papr Papr.ai
Agency	ByteRover
AI Crypto-Kit Composio View All	myNeutron Vanar Chain View All
Categories Agentic AI AI Agent Builders AI Agents AI Memory Layers	Categories AI Memory Layers

Integrations Claude Cursor OpenAI Azure AI Search ChatGPT Cline CrewAI FalkorDB Gemini Google Cloud BigQuery LanceDB Milvus Neo4j NetworkX PostgreSQL Python Redis SAP HANA SQLite Snowflake Show More Integrations View All 26 Integrations	Integrations Claude Cursor OpenAI Azure AI Search ChatGPT Cline CrewAI FalkorDB Gemini Google Cloud BigQuery LanceDB Milvus Neo4j NetworkX PostgreSQL Python Redis SAP HANA SQLite Snowflake Show More Integrations View All 6 Integrations
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