Getting Started
Your First Memory
Add, search, and retrieve memories in 3 minutes. Covers both hosted and open-source.
Hosted vs Open Source
Not sure which version to use? Compare features, APIs, and trade-offs.
Framework Integrations
Cognis + CrewAI
Inject user preferences into multi-agent crew backstories and store results for future runs.
Cognis + Agno
Expose memory as tools that agents autonomously decide when to use.
Cognis + LangGraph
Memory as graph nodes in a retrieve → respond → store pipeline.
Cognis + LangChain
LCEL chain integration with memory injection via MessagesPlaceholder.
Integration Patterns
| Framework | Pattern | Description |
|---|---|---|
| CrewAI | Manual injection | Retrieve → inject into backstory → run crew → store results |
| Agno | Tool-based | Memory ops as @tool decorators; agent decides when to use |
| LangGraph | Graph nodes | Dedicated nodes for retrieve/store in explicit control flow |
| LangChain | LCEL chains | Memory retrieval as prompt injection; store after chain execution |