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

Описание и применение

Автор решает проблему потери контекста у AI‑агентов, интегрируя открытый слой памяти cognee и создавая новые коннекторы для реальных источников данных, чтобы агент запоминал информацию между сессиями.

Задача

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

Результат

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.

Рабочий процесс

• 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

Доказательства

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

Источник

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.

Источник

an agent only remembers what it can connect to

Источник