shadai 0.1.8

SHADAI Client

SHADAI Intelligence Client

A Python client for interacting with the SHADAI Intelligence API. This client provides a simple interface for document processing, querying, and session management.

Installation

pip install shadai

Requirements

• Python >= 3.12
• Environment Variables:
  • INTELLIGENCE_API_KEY: Your SHADAI Intelligence API key

Quick Start

import asyncio
from shadai.intelligence.core.session import Session

async def main():
    async with Session(type="standard", delete_session=True) as session:
        await session.ingest(input_dir=input_dir)

        await session.query(
            query="¿De qué habla la quinta enmienda?", display_in_console=True
        )

        await session.get_summary(
            display_in_console=True
        )

        await session.create_article(
            topic="Enmiendas de los estados unidos y su impacto en la sociedad",
            display_in_console=True,
        )

if __name__ == "__main__":
    asyncio.run(main())

Features

• Asynchronous API interactions
• Automatic session management
• File ingestion with progress tracking
• Interactive query interface
• Robust error handling and retries
• Rich console output

Session Configuration

Parameter	Type	Description	Default
type	str	Processing type ("light", "standard", "deep")	"standard"
llm_model	str	Language model to use	None
llm_temperature	float	Model temperature	None
llm_max_tokens	int	Maximum tokens for response	None
query_mode	str	Query processing mode	None
language	str	Response language	None
delete_session	bool	Auto-delete session on exit	True

Error Handling

The client includes comprehensive error handling for:

• Configuration errors
• API communication issues
• File processing problems
• Session management failures

Author

SHADAI GROUP [e-mail]