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Python SDK for AI Agents - Semantic Intelligence for AI builders

Project description

AI SDK for Python

Python SDK for invoking Metadata Dynamic Agents from your AI applications.

Installation

pip install data-ai-sdk

With LangChain integration:

pip install data-ai-sdk[langchain]

Quick Start

from ai_sdk import AISdk

client = AISdk(
    host="https://your-metadata-instance.com",
    token="your-bot-jwt-token"
)

response = client.agent("DataQualityPlannerAgent").call(
    "What data quality tests should I add for the customers table?"
)
print(response.response)

Streaming

for event in client.agent("DataQualityPlannerAgent").stream("Analyze the customers table"):
    if event.event_type == "message":
        print(event.content, end="", flush=True)

Async Support

import asyncio
from ai_sdk import AISdk

async def main():
    client = AISdk(
        host="https://your-metadata-instance.com",
        token="your-bot-jwt-token",
        enable_async=True,
    )
    response = await client.agent("DataQualityPlannerAgent").acall(
        "Analyze the customers table"
    )
    print(response.response)

asyncio.run(main())

MCP Tools

Access Model Context Protocol tools from your Metadata instance:

tools = client.mcp.list_tools()

result = client.mcp.call_tool(
    tool=MCPTool.SEARCH_ENTITIES,
    arguments={"query": "customers", "limit": 5},
)

Documentation

License

Collate Community License 1.0

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