Cognio FAQs

Question 1

What is Cognio and its primary purpose?

Accepted Answer

Cognio is a persistent semantic memory server for AI assistants. It provides long-term context and recall capabilities, allowing AI models to remember information across conversations and sessions, unlike ephemeral memory.

Question 2

How does Cognio enable semantic search and multilingual support?

Accepted Answer

Cognio uses sentence-transformers for semantic search, allowing you to find memories based on their meaning, not just keywords. It also supports over 100 languages, enabling cross-language search where you can query in one language and retrieve memories saved in another.

Question 3

How does Cognio store and organize memories?

Accepted Answer

Memories are stored persistently in an SQLite-based database. Cognio offers robust organization features including project tagging, custom tags, date range filtering, and automatic deduplication to keep your memory base clean and manageable.

Question 4

What kind of AI assistants or LLMs can benefit from Cognio?

Accepted Answer

Cognio functions as a Model Context Protocol (MCP) server, making it ideal for integration with AI assistants like Claude, Copilot, ChatGPT (via compatible clients), and various local Large Language Models (LLMs) that require persistent context.

Question 5

Is Cognio easy to integrate and deploy?

Accepted Answer

Yes, Cognio is designed for easy deployment with Docker and docker-compose. It provides a RESTful API with automatic OpenAPI documentation, making integration with existing applications and AI clients straightforward. API key authentication and CORS support are also included.

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