# 🗂️🛠️ Fileshed — A persistent workspace for your LLM

<p align="center">
  <img src="assets/Fileshed_logo.png" alt="Fileshed Logo" width="400">
</p>

**Store, organize, collaborate, and share files across conversations.**

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---

## What is Fileshed?

Fileshed gives your LLM a persistent workspace. It provides:

- 📂 **Persistent storage** — Files survive across conversations
- 🗃️ **Structured data** — Built-in SQLite databases, surgical file edits by line or pattern
- 🔄 **Convert data** — ffmpeg for media, pandoc to create LaTeX and PDF
- 📝 **Examine and modify files** — cat, touch, mkdir, rm, cp, mv, tar, gzip, zip, xxd... Work in text and binary mode
- 🛡️ **Integrity** — Automatic Git versioning, safe editing with file locks
- 🌐 **Network I/O** (optional) — Download files and clone repositories (disabled by default, admin-controlled)
- 🧠 **Context-efficient operations** — Process files without loading them into the conversation (grep, sed, awk, curl...)
- 🔒 **Security** — Sandboxed per user, command whitelist, network disabled by default, quotas
- 👥 **Collaboration** — Team workspaces with read-only or read-write access
- 📤 **Download links** — Download your files directly with a download link
- 🔧 **100+ tools** — Text processing, archives, media, JSON, document conversion...

---

## Typical Use Cases

- 💾 **Remember things** — Save scripts, notes, configs for future conversations
- 📊 **Analyze data** — Query CSVs and databases without loading them into context
- 🎬 **Process media** — Convert videos, resize images, extract audio
- 📄 **Generate documents** — Create PDFs, LaTeX reports, markdown docs
- 🔧 **Build projects** — Maintain code, configs, and data across sessions
- 👥 **Collaborate** — Share files with your team in group workspaces
- 📦 **Package & deliver** — Create archives and download links for users
- 🌐 **Download large data** — Fetch files from the internet directly to disk, bypassing context limits

---

## How to Use

**Just talk naturally!** You don't need to know the function names — the LLM figures it out.

### Example conversations

> **You:** "Save this Python script for later, call it utils.py"
> 
> **LLM:** ✅ Saved to Storage/utils.py

> **You:** "Download the list of countries from restcountries.com, put it in a database, and tell me the 10 largest by area"
> 
> **LLM:** ✅ Downloaded countries.json, imported to SQLite, here are the top 10...

> **You:** "Take the PDF I uploaded and convert it to Word"
> 
> **LLM:** ✅ Converted! [Download report.docx]

> **You:** "Create a zip of all the reports and give me a download link"
> 
> **LLM:** ✅ Created reports.zip — [📥 Download](https://...)

> **You:** "What files do I have?"
> 
> **LLM:** Here's your Storage: utils.py, data.csv, reports/...

> **You:** "Remember: my API key is xyz123"
> 
> **LLM:** ✅ Saved to Storage/notes.txt (I'll find it in future conversations)

### Advanced example (tested with a 20B model)

> **You:** "Download data about all countries (name, area, population) from restcountries.com. Convert to CSV, load into SQLite, add a density column (population/area), sort by density, export as CSV, zip it, and give me a download link."
> 
> **LLM:** *(executes 10 operations automatically)*
> 1. `shed_exec` curl → downloads JSON
> 2. `shed_exec` jq → converts to CSV  
> 3. `shed_sqlite` import_csv → loads into database
> 4. `shed_sqlite` ALTER TABLE → adds density column
> 5. `shed_sqlite` UPDATE → calculates density
> 6. `shed_sqlite` SELECT ORDER BY → sorts by density
> 7. `shed_sqlite` output_csv → exports results
> 8. `shed_zip` → creates archive
> 9. `shed_link_create` → generates download link
>
> ✅ Done! [📥 Download countries_density.zip]

<p align="center">
  <img src="assets/Fileshed_dl_to_sqlite_to_archive.png" alt="Demo workflow" width="800">
</p>

---

## How It Works

Fileshed provides four storage zones:

```
📥 Uploads     → Files you give to the LLM (read-only for it)
📦 Storage     → LLM's personal workspace (read/write)
📚 Documents   → Version-controlled with Git (automatic history!)
👥 Groups      → Shared team workspaces (requires group= parameter)
```

All operations use the `zone=` parameter to specify where to work.

---

## Under the Hood

*What the LLM does internally when you make requests:*

### Basic File Operations

```python
# List files
shed_exec(zone="storage", cmd="ls", args=["-la"])

# Create a directory
shed_exec(zone="storage", cmd="mkdir", args=["-p", "projects/myapp"])

# Read a file
shed_exec(zone="storage", cmd="cat", args=["config.json"])

# Search in files
shed_exec(zone="storage", cmd="grep", args=["-r", "TODO", "."])

# Copy a file
shed_exec(zone="storage", cmd="cp", args=["draft.txt", "final.txt"])

# Redirect output to file (like shell > redirection)
shed_exec(zone="storage", cmd="jq", 
          args=["-r", ".[] | [.name, .value] | @csv", "data.json"],
          stdout_file="output.csv")
```

### Create and Edit Files

```python
# Create a new file (overwrite=True to replace entire content)
shed_patch_text(zone="storage", path="notes.txt", content="Hello world!", overwrite=True)

# Append to a file
shed_patch_text(zone="storage", path="log.txt", content="New entry\n", position="end")

# Insert before line 5 (line numbers start at 1)
shed_patch_text(zone="storage", path="file.txt", content="inserted\n", position="before", line=5)

# Replace a pattern
shed_patch_text(zone="storage", path="config.py", content="DEBUG=False", 
                pattern="DEBUG=True", position="replace")
```

### Git Operations (Documents Zone)

```python
# View history
shed_exec(zone="documents", cmd="git", args=["log", "--oneline", "-10"])

# See changes
shed_exec(zone="documents", cmd="git", args=["diff", "HEAD~1"])

# Create a file with commit message
shed_patch_text(zone="documents", path="report.md", content="# Report\n...", 
                overwrite=True, message="Initial draft")
```

### Group Collaboration

```python
# List your groups
shed_group_list()

# Work in a group
shed_exec(zone="group", group="team-alpha", cmd="ls", args=["-la"])

# Create a shared file
shed_patch_text(zone="group", group="team-alpha", path="shared.md", 
                content="# Shared Notes\n", overwrite=True, message="Init")

# Copy a file to a group
shed_copy_to_group(src_zone="storage", src_path="report.pdf", 
                   group="team-alpha", dest_path="reports/report.pdf")
```

### Download Links

Download links require authentication — the user must be logged in to Open WebUI.

```python
# Create a download link
shed_link_create(zone="storage", path="report.pdf")
# Returns: {"clickable_link": "[📥 Download report.pdf](https://...)", "download_url": "...", ...}

# List your links
shed_link_list()

# Delete a link
shed_link_delete(file_id="abc123")
```

> ⚠️ **Note:** Links work only for authenticated users. They cannot be shared publicly.

### Download Large Files from Internet

When network is enabled (`network_mode="safe"` or `"all"`), you can download large files directly to storage without context limits:

```python
# Download a file (goes to disk, not context!)
shed_exec(zone="storage", cmd="curl", args=["-L", "-o", "dataset.zip", "https://example.com/large-file.zip"])

# Check the downloaded file
shed_exec(zone="storage", cmd="ls", args=["-lh", "dataset.zip"])

# Extract it
shed_unzip(zone="storage", src="dataset.zip", dest="dataset/")
```

This bypasses context window limits — you can download gigabytes of data.

### ZIP Archives

```python
# Create a ZIP from a folder
shed_zip(zone="storage", src="projects/myapp", dest="archives/myapp.zip")

# Include empty directories in the archive
shed_zip(zone="storage", src="projects", dest="backup.zip", include_empty_dirs=True)

# Extract a ZIP
shed_unzip(zone="storage", src="archive.zip", dest="extracted/")

# List ZIP contents without extracting
shed_zipinfo(zone="storage", path="archive.zip")
```

### SQLite Database

```python
# Import a CSV into SQLite (fast, no context pollution!)
shed_sqlite(zone="storage", path="data.db", import_csv="sales.csv", table="sales")

# Query the database
shed_sqlite(zone="storage", path="data.db", query="SELECT * FROM sales LIMIT 10")

# Export to CSV
shed_sqlite(zone="storage", path="data.db", query="SELECT * FROM sales", output_csv="export.csv")
```

---

## File Upload Workflow

When a user uploads files, always follow this workflow:

```python
# Step 1: Import the files
shed_import(import_all=True)

# Step 2: See what was imported
shed_exec(zone="uploads", cmd="ls", args=["-la"])

# Step 3: Move to permanent storage
shed_move_uploads_to_storage(src="document.pdf", dest="document.pdf")
```

---

## Reading and Writing Files

### Reading files
Use `shed_exec()` with shell commands:
```python
shed_exec(zone="storage", cmd="cat", args=["file.txt"])       # Entire file
shed_exec(zone="storage", cmd="head", args=["-n", "20", "file.txt"])  # First 20 lines
shed_exec(zone="storage", cmd="tail", args=["-n", "50", "file.txt"])  # Last 50 lines
shed_exec(zone="storage", cmd="sed", args=["-n", "10,20p", "file.txt"])  # Lines 10-20
```

### Writing files
Two workflows available:

| Workflow | Function | Use when |
|----------|----------|----------|
| **Direct Write** | `shed_patch_text()` | Quick edits, no concurrency concerns |
| **Locked Edit** | `shed_lockedit_*()` | Multiple users, need rollback capability |

Most of the time, use `shed_patch_text()` — it's simpler and sufficient for typical use cases.

---

## Shell Commands First

Use `shed_exec()` for **all operations that shell commands can do**. Only use `shed_patch_text()` for creating or modifying file **content**.

```python
# ✅ CORRECT - use mkdir for directories
shed_exec(zone="storage", cmd="mkdir", args=["-p", "projects/2024"])

# ❌ WRONG - don't use patch_text to create directories
shed_patch_text(zone="storage", path="projects/2024/.keep", content="")
```

---

## Function Reference

### Shell Execution (1 function)

| Function | Description |
|----------|-------------|
| `shed_exec(zone, cmd, args=[], stdout_file=None, stderr_file=None, group=None)` | Execute shell commands (use cat/head/tail to READ files, stdout_file= to redirect output) |

### File Writing (2 functions)

| Function | Description |
|----------|-------------|
| `shed_patch_text(zone, path, content, ...)` | THE standard function to write/create text files |
| `shed_patch_bytes(zone, path, content, ...)` | Write binary data to files |

### File Operations (3 functions)

| Function | Description |
|----------|-------------|
| `shed_delete(zone, path, group=None)` | Delete files/folders |
| `shed_rename(zone, old_path, new_path, group=None)` | Rename/move files within zone |
| `shed_tree(zone, path='.', depth=3, group=None)` | Directory tree view |

### Locked Edit Workflow (5 functions)

| Function | Description |
|----------|-------------|
| `shed_lockedit_open(zone, path, group=None)` | Lock file and create working copy |
| `shed_lockedit_exec(zone, path, cmd, args=[], group=None)` | Run command on locked file |
| `shed_lockedit_overwrite(zone, path, content, append=False, group=None)` | Write to locked file |
| `shed_lockedit_save(zone, path, group=None, message=None)` | Save changes and unlock |
| `shed_lockedit_cancel(zone, path, group=None)` | Discard changes and unlock |

### Zone Bridges (5 functions)

| Function | Description |
|----------|-------------|
| `shed_move_uploads_to_storage(src, dest)` | Move from Uploads to Storage |
| `shed_move_uploads_to_documents(src, dest, message=None)` | Move from Uploads to Documents |
| `shed_copy_storage_to_documents(src, dest, message=None)` | Copy from Storage to Documents |
| `shed_move_documents_to_storage(src, dest, message=None)` | Move from Documents to Storage |
| `shed_copy_to_group(src_zone, src_path, group, dest_path, message=None, mode=None)` | Copy to a group |

### Archives (3 functions)

| Function | Description |
|----------|-------------|
| `shed_zip(zone, src, dest='', include_empty_dirs=False)` | Create ZIP archive |
| `shed_unzip(zone, src, dest='')` | Extract ZIP archive |
| `shed_zipinfo(zone, path)` | List ZIP contents |

### Data & Analysis (2 functions)

| Function | Description |
|----------|-------------|
| `shed_sqlite(zone, path, query=None, ...)` | SQLite queries and CSV import |
| `shed_file_type(zone, path)` | Detect file MIME type |

### File Utilities (3 functions)

| Function | Description |
|----------|-------------|
| `shed_convert_eol(zone, path, to='unix')` | Convert line endings (LF/CRLF) |
| `shed_hexdump(zone, path, offset=0, length=256)` | Hex dump of binary files |
| `shed_force_unlock(zone, path, group=None)` | Force unlock stuck files |

### Download Links (3 functions)

| Function | Description |
|----------|-------------|
| `shed_link_create(zone, path, group=None)` | Create download link |
| `shed_link_list()` | List your download links |
| `shed_link_delete(file_id)` | Delete a download link |

### Groups (4 functions)

| Function | Description |
|----------|-------------|
| `shed_group_list()` | List your groups |
| `shed_group_info(group)` | Group details and members |
| `shed_group_set_mode(group, path, mode)` | Change file permissions |
| `shed_group_chown(group, path, new_owner)` | Transfer file ownership |

### Info & Utilities (6 functions)

| Function | Description |
|----------|-------------|
| `shed_import(filename=None, import_all=False)` | Import uploaded files |
| `shed_help(howto=None)` | Documentation and guides |
| `shed_stats()` | Storage usage statistics |
| `shed_parameters()` | Configuration info |
| `shed_allowed_commands()` | List allowed shell commands |
| `shed_maintenance()` | Cleanup expired locks |

**Total: 37 functions**

---

## Installation

1. Copy `Fileshed.py` to your Open WebUI tools directory
2. Enable the tool in Admin Panel → Tools
3. **Important:** Enable Native Function Calling:
   - Admin Panel → Settings → Models → [Select Model] → Advanced Parameters → Function Calling → "Native"

---

## Configuration (Valves)

| Setting | Default | Description |
|---------|---------|-------------|
| `storage_base_path` | `/app/backend/data/user_files` | Root storage path |
| `quota_per_user_mb` | 1000 | User quota in MB |
| `quota_per_group_mb` | 2000 | Group quota in MB |
| `max_file_size_mb` | 300 | Max file size |
| `lock_max_age_hours` | 24 | Max lock duration before expiration |
| `exec_timeout_default` | 30 | Default command timeout (seconds) |
| `exec_timeout_max` | 300 | Maximum allowed timeout (seconds) |
| `group_default_mode` | `group` | Default write mode: `owner`, `group`, `owner_ro` |
| `network_mode` | `disabled` | `disabled`, `safe`, or `all` |
| `openwebui_api_url` | `http://localhost:8080` | Base URL for download links |
| `max_output_default` | 50000 | Default output truncation (~50KB) |
| `max_output_absolute` | 5000000 | Absolute max output (~5MB) |

---

## Security

- **Sandboxed**: Each user has isolated storage
- **Chroot protection**: No path traversal attacks
- **Command whitelist**: Only approved commands allowed
- **Network disabled by default**: Admin must enable
- **Quotas**: Storage limits per user and group

---

## License

MIT License — See LICENSE file for details.

---

## Authors

- **Fade78** — Original author
- **Claude Opus 4.5** — Co-developer