vectordbcloud 1.1.2

Official Python SDK for VectorDBCloud API

VectorDBCloud Python SDK

Official Python SDK for VectorDBCloud API.

Installation

pip install vectordbcloud

Quick Start

from vectordbcloud import VectorDBCloud

# Initialize client
client = VectorDBCloud(
    api_key="your-api-key",
    base_url="https://api.vectordbcloud.com/prod"  # Optional, defaults to production
)

# Check API health
health = client.health()
print(health)

# Generate embeddings
embedding = client.generate_embedding("Hello, world!")
print(embedding)

# Search vectors
results = client.search_vector(
    vector=[0.1, 0.2, 0.3, 0.4, 0.5],
    limit=10
)
print(results)

# Connect to vector databases
weaviate_config = {
    "url": "http://localhost:8080",
    "api_key": "your-weaviate-key"
}
connection = client.connect_weaviate(weaviate_config)

API Reference

Core Methods

• health() - Check API health
• version() - Get API version

Authentication

• login(email, password) - User login
• logout() - User logout

Vector Search

• search_vector(vector, limit, filters) - Vector similarity search
• search_semantic(text, limit, filters) - Semantic text search

AI Methods

• generate_embedding(text) - Generate text embeddings
• generate_text(prompt, **kwargs) - Generate text with AI

Billing

• get_usage() - Get usage statistics
• get_invoices() - Get billing invoices

Vector Database Connections

• connect_weaviate(config) - Connect to Weaviate
• connect_pinecone(config) - Connect to Pinecone
• connect_chroma(config) - Connect to ChromaDB
• connect_qdrant(config) - Connect to Qdrant
• connect_milvus(config) - Connect to Milvus

Configuration

client = VectorDBCloud(
    api_key="your-api-key",
    base_url="https://api.vectordbcloud.com/prod",
    timeout=30
)

Error Handling

from vectordbcloud import VectorDBCloud, AuthenticationError, APIError

try:
    client = VectorDBCloud(api_key="invalid-key")
    result = client.health()
except AuthenticationError:
    print("Invalid API key")
except APIError as e:
    print(f"API error: {e}")

Version

Current version: 1.1.0

License

MIT License

Support

• Documentation: https://docs.vectordbcloud.com
• GitHub: https://github.com/VectorDBCloud/python-sdk
• Issues: https://github.com/VectorDBCloud/python-sdk/issues