# LLM Memory System

This is an **Obsidian vault** for maintaining persistent knowledge that helps the LLM understand your context, preferences, and ongoing work.

## Quick Start

1. **Open in Obsidian:**
   ```bash
   obsidian /home/tr/.qwen/projects/-home-tr-work-kdb/memory
   ```

2. **Install recommended community plugins:**
   - **Smart Connections** — Vector search across memories
   - **ObsidianLLM** — Generate notes with AI
   - **Templater** — Enhanced templates

## Structure

```
memory/
├── .obsidian/              # Obsidian config (hidden)
├── MEMORY.md               # Main index
├── README.md               # This file
├── templates/              # Note templates
│   ├── user.md
│   ├── feedback.md
│   ├── project.md
│   └── reference.md
├── memories/               # Core memory files
│   ├── user/               # Your role, goals, expertise
│   ├── feedback/           # What to avoid/keep doing
│   ├── project/            # Ongoing work, decisions
│   └── reference/          # External resources
├── research/               # Research collections
├── daily/                  # Daily notes
└── attachments/            # Images, files
```

## Memory Types

| Type | Location | Purpose |
|------|----------|---------|
| **user** | `memories/user/` | Your role, goals, expertise |
| **feedback** | `memories/feedback/` | What to avoid, what to keep doing |
| **project** | `memories/project/` | Ongoing work, decisions, deadlines |
| **reference** | `memories/reference/` | External resources, tools, links |

## Creating New Memories

1. Use **Ctrl/Cmd + N** to create a new note
2. Choose the appropriate template (Ctrl/Cmd + P → Templates)
3. Fill in the frontmatter metadata
4. Add bi-directional links with `[[link]]`

## Bi-directional Linking

Link related memories using double brackets:

```markdown
See also: [[tier2-setup-retro]], [[bumakopania-research]]
Related feedback: [[no-summary-responses]]
```

## Tags

Use tags for filtering:
- `#type/user`
- `#type/feedback`
- `#type/project`
- `#type/reference`
- `#status/active`
- `#status/completed`

## Sync & Backup

This vault lives in your project directory. Options:
- **Git** — Version control (recommended)
- **Obsidian Sync** — Paid official sync
- **Syncthing** — Free, self-hosted sync
- **Manual** — Copy files as needed

## Recommended Workflow

1. **After each session:** Add feedback memories for corrections
2. **When starting new work:** Create project memories
3. **When learning about you:** Add user memories
4. **When finding resources:** Add reference memories

## LLM Integration

The LLM automatically loads `MEMORY.md` and all `.md` files in this directory. For advanced search:

- Install **Smart Connections** plugin for vector search
- Use **Command Palette** (Ctrl/Cmd + P) → "Smart Connections: Open Panel"
- Search naturally: "What did we decide about docset hosting?"

---

**Open in Obsidian:** `obsidian /home/tr/.qwen/projects/-home-tr-work-kdb/memory`