Official Python SDK for the Qari document intelligence API
Project description
Qari Python SDK
Official Python SDK for the Qari document intelligence API.
Installation
pip install qari
Quick Start
from qari import Qari
client = Qari(api_key="qari_your_api_key", base_url="https://api.qari.voltstack.tech")
# Upload & OCR a document
doc = client.documents.upload("invoice.pdf")
ocr = client.ocr.run_existing(doc.document_id)
# Chat with the document
answer = client.chat.ask(doc.document_id, "What is the total amount?")
print(answer.reply)
# Summarize
summary = client.summarization.summarize(doc.document_id, summary_type="executive_brief")
print(summary.content)
Authentication
All requests are authenticated via API keys. Generate one from the Qari dashboard or via the API Keys endpoint.
Available Modules
| Module | Description |
|---|---|
client.documents |
Upload, list, delete documents |
client.ocr |
Run OCR pipelines & retrieve outputs |
client.history |
Browse past OCR results |
client.chat |
Ask questions about documents |
client.summarization |
Generate & export summaries |
client.billing |
Plans, subscriptions, credits |
client.team |
Team members & invitations |
client.ingestion |
Import from URL, email, S3, GDrive, SharePoint |
client.dashboard |
Notifications, balance, usage stats |
client.api_keys |
Manage API keys |
client.payments |
Payment transactions & status |
Async Support
import asyncio
from qari import AsyncQari
async def main():
client = AsyncQari(api_key="qari_...", base_url="https://api.qari.voltstack.tech")
docs = await client.documents.list()
await client.close()
asyncio.run(main())
Project details
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