jsonllm-client 0.5.0

Client for JsonLLM API

JsonLLM client

jsonllm-client is a Python client library for interacting with the JsonLLM API.

JsonLLM allows you to extract structured data from documents.

jsonllm-client allows users to upload documents and delete documents, as well as extract data from said documents.

Installation

jsonllm-client is available on PyPI, so it can be installed easily, e.g. using pip:

pip install jsonllm_client

Initialization

You need to create an API key, which you can do here.

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
json_llm = JsonLLM(api_key)

Upload document(s)

To upload a document to a project, you need to use the .upload method:

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
jsonllm = JsonLLM(api_key)

jsonllm.upload("invoice", "/home/ubuntu/Invoice_105274235.pdf")

To upload multiple documents, simply supply multiple paths:

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
jsonllm = JsonLLM(api_key)

jsonllm.upload("invoice", ["/home/ubuntu/Invoice_13.pdf", "/home/ubuntu/Invoice_91.pdf"])

Add plain text document(s)

To add a document from plain text, use the .add_text method:

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
jsonllm = JsonLLM(api_key)

jsonllm.add_text("news", "cnn_article.txt", "Tensions rise.")

Extract from document

import json

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
jsonllm = JsonLLM(api_key)

res = jsonllm.extract(
    project="invoice",
    filename="Invoice_105274235.pdf"
)
print(json.dumps(res, indent=2))
# {
#   "invoice_date": "July 4, 2017",
#   "invoice_id": "105274235",
#   "s3_amount": "0.11",
#   "tax_amount": "0.00",
#   "total_amount": "52.57",
#   "vendor_name": "Amazon Web Services, Inc"
# }

Delete document(s)

To delete a document, use the .delete_document method

from jsonllm_client import JsonLLM

api_key = "your_api_key_here"
jsonllm = JsonLLM(api_key)

jsonllm.delete_document("invoice", "/home/ubuntu/Invoice_105274235.pdf")