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Hybrid Memory System

Two memory systems, each with different strengths. Use both.

When to Use Which

Question Type	Tool	Example
Document content	`memory_search`	"What's in GOALS.md?"
Curated notes	`memory_search`	"What are our project guidelines?"
Temporal facts	Graphiti	"When did we set up Slack?"
Conversations	Graphiti	"What did the user say last Tuesday?"
Entity tracking	Graphiti	"What projects involve Alice?"

Quick Reference

memory_search (Built-in)

Semantic search over markdown files (

MEMORY.md

,

memory/**/*.md

).

memory_search query="your question"

Then use

memory_get

to read specific lines if needed.

Graphiti (Temporal)

Search for facts with time awareness:

graphiti-search.sh "your question" GROUP_ID 10

Log important facts:

graphiti-log.sh GROUP_ID user "Name" "Fact to remember"

Common group IDs:

```
main-agent
```
— Primary agent
```
user-personal
```
— User's personal context

Recall Pattern

When answering questions about past context:

Temporal questions → Check Graphiti first
Document questions → Use
```
memory_search
```
Uncertain → Try both, combine results
Low confidence → Say you checked but aren't sure

AGENTS.md Template

Add to your AGENTS.md:

### Memory Recall (Hybrid)
Temporal questions ("when?", "what changed?", "last Tuesday"):
graphiti-search.sh &quot;query&quot; main-agent 10
</code></pre>
<p><strong>Document questions</strong> (&quot;what&#x27;s in X?&quot;, &quot;find notes about Y&quot;):</p>
<pre><code>memory_search query=&quot;your query&quot;
</code></pre>
<p>When answering past context: check Graphiti for temporal, memory_search for docs.</p>
<pre><code>
## Setup

Full setup guide: https://github.com/clawdbrunner/openclaw-graphiti-memory

**Part 1: OpenClaw Memory** — Configure embedding provider (Gemini recommended)
**Part 2: Graphiti** — Deploy Docker stack, install sync daemons
</code></pre>

Hybrid Memory

AI Skill Market Insights

Be Part of the 0+ Developer Community

Hybrid Memory System

When to Use Which

Quick Reference

memory_search (Built-in)

Graphiti (Temporal)

Recall Pattern

AGENTS.md Template

Quick Start

Manual Installation

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Tags

Multi-Agent Patterns

Memory Systems Design

Context Degradation Detection

Context Optimization

Tool Design for Agents

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