Metadata-Version: 2.4
Name: moorcheh-edge
Version: 0.1.0
Summary: Python client and SDK for moorcheh-edge — on-device vector search
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License-File: LICENSE
Keywords: ai,edge,embeddings,search,vector
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.10
Requires-Dist: requests>=2.28
Description-Content-Type: text/markdown

# moorcheh-edge

Python package and CLI for running `moorcheh-edge` locally and calling its API.

- **CLI:** `moorcheh-edge`
- **Package:** `moorcheh-edge`
- **Python import:** `moorcheh_edge`

Requires Docker (Docker Desktop or Docker Engine).

## Install

```bash
pip install moorcheh-edge
```

For local development:

```bash
pip install -e .
```

## Quick start

Start the local edge runtime:

```bash
moorcheh-edge up
```

Default API:

```text
http://localhost:8080
```

Default data directory:

```text
~/.moorcheh-edge/data
```

Check health/status:

```bash
moorcheh-edge status
```

Stop the runtime:

```bash
moorcheh-edge down
```

## Commands

- `moorcheh-edge up`
- `moorcheh-edge down`
- `moorcheh-edge status`
- `moorcheh-edge upload-vectors --vectors-file payload.json`
- `moorcheh-edge search --query-vector-json "[...]" --top-k 5`
- `moorcheh-edge delete --ids-json "[\"item-1\"]"`

All API commands accept `--base-url`, for example:

```bash
moorcheh-edge status --base-url http://localhost:8081
moorcheh-edge upload-vectors --base-url http://localhost:8081 --vectors-file payload.json
```

## Examples

Upload vectors from a JSON file:

```json
{
  "vectors": [
    {
      "id": "item-1",
      "vector": [0.01, -0.02, "... 1024 floats total ..."]
    }
  ]
}
```

```bash
moorcheh-edge upload-vectors --vectors-file payload.json
```

Search with a vector query:

```bash
moorcheh-edge search --query-vector-json "[0.1, 0.2, ... 1024 floats total ...]" --top-k 5
```

Delete items:

```bash
moorcheh-edge delete --ids-json "[\"item-1\",\"item-2\"]"
```

## Notes

- `moorcheh-edge` is vector-only
- vectors must be length `1024`
- the edge server has a hardcoded `10,000` item cap
- the client intentionally does not expose custom data-dir or quota settings
- `up` exposes only `--server-image` and `--server-port`
