simba-client 0.2.1

Python client for the Simba Knowledge management System

Simba Client (formerly simba_sdk)

A Python client for interacting with the Simba document processing API.

Installation

Using pip

pip install simba-client

Development Installation

# Clone the repository
git clone https://github.com/GitHamza0206/simba.git
cd simba

# Install dependencies with Poetry
poetry install

Quick Start

from simba_sdk import SimbaClient

# Initialize the client
client = SimbaClient(
    api_url="https://your-api.example.com",
    api_key="your-api-key"
)

# Upload a document
with open("document.pdf", "rb") as f:
    result = client.documents.create_from_file(f, "document.pdf")
    document_id = result["document_id"]

# Parse a document synchronously
parsing_result = client.parser.parse_sync(document_id)

# Parse a document asynchronously
task = client.parser.parse(document_id)
task_id = task["task_id"]

# Check the status of a parsing task
task_status = client.parser.get_task(task_id)

# Generate an embedding for semantic search
embedding_result = client.embedding.embed_document(document_id)

# Perform a similarity search
search_results = client.embedding.get_similarity_search(
    document_id, 
    "financial projections for next quarter",
    limit=3
)

Features

• Document Management: Upload, download, list, and delete documents
• Document Parsing: Extract structured data from documents, including tables, forms, and entities
• Document Embeddings: Generate vector embeddings for documents to enable semantic search
• Authentication: Secure API access with API keys
• Error Handling: Robust error handling for API requests

Documentation

For more detailed information, check out the documentation:

• SimbaClient API Reference
• DocumentManager API Reference
• ParserManager API Reference
• EmbeddingManager API Reference

Development

Setup Development Environment

# Clone the repository
git clone https://github.com/yourusername/simba-client.git
cd simba-client

# Install dependencies with Poetry
poetry install

Run Tests

poetry run pytest

Build Documentation

poetry run sphinx-build docs/source docs/build

License

This project is licensed under the MIT License.