eigenlake 0.2.0

Python SDK for EigenLake Cloud

EigenLake Python Client

Python SDK for EigenLake Cloud.

Install

pip install eigenlake

Quickstart

import eigenlake
from eigenlake import schema as s

with eigenlake.connect(
    url="https://api.eigenlake.dev",
    api_key="<sk_sbx_your_api_key_here>",
) as client:
    schema, index_options = (
        s.SchemaBuilder(additional_properties=False)
        .add("document_id", s.string(required=True, filterable=True))
        .add("text", s.string(filterable=False))
        .add("created_at", s.datetime(filterable=True))
        .build()
    )

    idx = client.indexes.create_or_get(
        namespace="demo-namespace",
        index="demo-index",
        dimensions=128,
        schema=schema,
        index_options=index_options,
    )

    record_id = idx.records.add(
        properties={"document_id": "doc-1", "text": "hello"},
        vector=[0.1] * 128,
    )

    result = idx.search.nearest(
        vector=[0.1] * 128,
        limit=3,
    )
    print(record_id, result)

Agent Query

import eigenlake

with eigenlake.connect(url="https://api.eigenlake.dev", api_key="<sk_sbx_your_api_key_here>") as client:
    idx = client.indexes.open(namespace="demo-automotive", index="automotive-fault-clustering")
    result = idx.agent.query("show me recent battery failures")
    print(result["filter"])

Docs

• Documentation source: docs/
• Docs site config: mkdocs.yml

pip install -e ".[docs]"
mkdocs serve

Docs will be available at http://127.0.0.1:8000.