Quickstart

pip install moorcheh-edge
moorcheh-edge up
moorcheh-edge status

{
  "documents": [
    {
      "id": "doc-1",
      "text": "Manchester United beat Chelsea 2-1 in the Premier League on Saturday."
    }
  ]
}

moorcheh-edge upload-documents --documents-file documents.json

moorcheh-edge search \
  --query-text "Manchester United beat Chelsea 2-1 in the Premier League on Saturday." \
  --top-k 5

moorcheh-edge up --with-llm -y

moorcheh-edge answer --query "Who won the football match?" --top-k 5

moorcheh-edge up --skip-ollama

moorcheh-edge clear-store -y

{
  "vectors": [
    {
      "id": "item-1",
      "vector": [0.01, -0.02, "... 1024 floats total ..."],
      "text": "Optional label shown in search results"
    }
  ]
}

moorcheh-edge upload-vectors --vectors-file vectors.json
moorcheh-edge search --query-vector-json "[0.01, -0.02, ... 1024 floats ...]" --top-k 5

from moorcheh_edge import MoorchehEdge

with MoorchehEdge() as edge:
    print(edge.health())
    edge.upload_documents([
        {"id": "doc-1", "text": "Hello world"},
    ])
    for hit in edge.search_text("Hello world", top_k=5):
        print(hit["id"], hit["score"], hit.get("text"))
    result = edge.answer_text("Who won the football match?", top_k=5)
    print(result["answer"])

moorcheh-edge down