Getting started

pip install moorcheh-edge
moorcheh-edge up

from moorcheh_edge import MoorchehEdge, MoorchehEdgeApiError

with MoorchehEdge(port=8080, skip_pull=False) as edge:
    health = edge.health()
    print(f"Items: {health['items']} / {health['max_items']}")

    edge.upload_documents([
        {"id": "doc-1", "text": "Hello world"},
        {"id": "doc-2", "text": "Vector search on device"},
    ])

    for hit in edge.search_text("Hello world", top_k=3):
        print(hit["id"], hit["score"], hit.get("text"))

    edge.delete(["doc-1"])
    edge.clear_store()

import random
from moorcheh_edge import MoorchehEdge

def rand_vec(dim: int = 1024) -> list[float]:
    return [random.random() for _ in range(dim)]

with MoorchehEdge(port=8080) as edge:
    edge.clear_store()
    edge.upload_vectors([
        {"id": "item-1", "vector": rand_vec(), "text": "Optional label"},
    ])
    results = edge.search(rand_vec(), top_k=3)
    for r in results:
        print(r["id"], r["score"], r["label"])

from moorcheh_edge import MoorchehEdgeApiClient

client = MoorchehEdgeApiClient("http://localhost:8083")
print(client.health())

moorcheh-edge status
moorcheh-edge upload-documents --documents-file documents.json
moorcheh-edge search --query-text "Hello world" --top-k 5
moorcheh-edge delete --ids-json '["doc-1"]'
moorcheh-edge clear-store