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Hybrid Memory

Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temp

Introduction

# 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:

```bash graphiti-search.sh "your question" GROUP_ID 10 ```

Log important facts:

```bash 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:

1. **Temporal questions** → Check Graphiti first 2. **Document questions** → Use `memory_search` 3. **Uncertain** → Try both, combine results 4. **Low confidence** → Say you checked but aren't sure

## AGENTS.md Template

Add to your AGENTS.md:

```markdown ### Memory Recall (Hybrid)

**Temporal questions** ("when?", "what changed?", "last Tuesday"): ```bash graphiti-search.sh "query" main-agent 10 ```

**Document questions** ("what's in X?", "find notes about Y"): ``` memory_search query="your query" ```

When answering past context: check Graphiti for temporal, memory_search for docs. ```

## 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

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