my AI agent forgets everything. so i'm spending october fixing that

说明与用途

作者通过集成开源 cognee 内存层并构建新的数据源连接器，解决 AI 代理单会话记忆问题，使代理能够跨会话保留知识。

问题

AI agents lose context after each session, requiring re‑explanation of prior decisions and data.

结果

By building a new connector for a real data source, the author demonstrates that the agent can remember and search across sessions, reducing the need for repetitive prompts.

工作流

• Select a data‑source connector that can be tested on a real account
• Claim the connector issue and wait for assignment
• Implement the connector following the existing Notion connector pattern
• Enable incremental sync to pull only changed data
• Handle deletions so the agent forgets removed items
• Write tests, a README, and a runnable example
• Publish a blog post per PR describing real‑world usage

证据

most of the agents i build for clients are smart for exactly one conversation.

来源

cognee is an open source memory layer for AI agents. you feed it documents, chats, code and data, and it turns them into a knowledge graph your agent can actually remember and search across sessions.

来源

an agent only remembers what it can connect to

来源