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feat(plugins): share native session handoff and soften memory search

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kartik-mem0
2026-09-10 18:20:36 +05:30
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docs/integrations/pi-agent.mdx
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@@ -5,7 +5,7 @@ description: "Add persistent memory to Pi Agent with the Mem0 plugin, semantic s
Add persistent memory to [**Pi Agent**](https://pi.dev) with `@mem0/pi-agent-plugin`. Your agent forgets everything between sessions. This plugin fixes that by automatically capturing knowledge from conversations, storing it in Mem0's cloud memory layer, and retrieving relevant context before every response.
<Info>Current package version: `0.3.0`.</Info>
<Info>Current package version: `0.4.0`.</Info>
## Overview
@@ -14,7 +14,7 @@ The plugin provides:
2. **Semantic recall**: Automatically searches project memories before each agent turn; `mem0_memory` supports additional explicit searches
3. **Monorepo-aware scoping**: Uses git root for project detection, consistent across subdirectories
4. **Confirmation dialogs**: Destructive commands ask before acting via Pi's built-in UI
5. **6 skills + 6 commands**: Essential memory management from slash commands and agent-guided workflows
5. **6 skills + 7 commands**: Essential memory management from slash commands and agent-guided workflows
## Prerequisites
@@ -78,7 +78,7 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
| Component | Description |
|-----------|-------------|
| `mem0_memory` tool | Agent-callable tool for search, add, get_all, delete, delete_all |
| 6 slash commands | Essential memory management from the command line |
| 7 slash commands | Essential memory management from the command line |
| 6 skills | Guide the agent on how to use each capability |
| Auto-capture | Extracts and stores facts on every `agent_end` event |
| System prompt | Appends memory policy to every agent turn |
@@ -108,6 +108,7 @@ Tool output is truncated to 200 lines / 50KB to prevent context overflow.
| `/mem0-search <query>` | Semantic search across memories |
| `/mem0-tour [scope]` | Browse all memories grouped by category |
| `/mem0-scope <scope>` | Change default scope for this session (project, session, global) |
| `/mem0-handoff codex` | Continue the current Pi session in Codex |
| `/mem0-status` | Connection health, identity, and memory count |
## Memory Scopes
@@ -143,6 +144,10 @@ You: What do you know about my preferences?
# Pi retrieves stored memories, no re-explaining needed
```
## Session handoff
The plugin can hand off supported native session context into a new Codex task through the shared importer. Handoff requires Python 3.11+ and a locally installed, signed-in Codex CLI. See [session handoff](/integrations/session-handoff) for commands, transferred content, and recovery.
## Troubleshooting
- **"No API key found"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`. If empty, add it to your shell profile (see Prerequisites)