AI-powered platform for extracting and analyzing data from technical drawings / CAD drawings to enhance manufacturing workflows.

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  • License: Parameters
  • Author: W24 Service GmbH
  • Tags technical drawing data extraction, engineering drawing analysis, AI-powered CAD drawing processing, additive manufacturing assessment, feasibility analysis for manufacturing, PMI extraction, sheet rebranding, title block recognition, measure and tolerance extraction, thread and chamfer detection, geometric dimensioning and tolerancing, surface roughness analysis, API integration for technical drawings, automated feature extraction, manufacturing data digitization, AI in manufacturing, computer vision in engineering, digital supply chain optimization, technical drawing interpretation, manufacturing process automation
  • Requires: Python >=3.10
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Project description

Werk24 Python Client

Werk24

PyPI version Tests

Overview

Werk24 provides AI-powered solutions for extracting and interpreting technical drawings. This Python client enables easy interaction with the Werk24 API for processing technical drawings efficiently. The API give you access to the following structured data:

  • Meta Data: Drawing ID, Part ID, Designation, General Tolerances, General Roughness, Material, Weight, Bill of Material, Revision Table, Languages and Notes.
  • Features: Dimensions incl. Tolerances, Threads, Bores, Chamfers, Roughnesses, GDnTs, Radii
  • Insights: Manufacturing Method, Postprocesses, Input Geometry, Output Geometry
  • Redaction: Redact information from Technical Drawings.

Check our website at https://werk24.io.

Features

  • Automated Extraction: Retrieve metadata, dimensions, and annotations from technical drawings.
  • Fast Processing: Optimized API calls for efficient inference.
  • Seamless Integration: Works with Python-based workflows for manufacturing, CAD, and ERP systems.
  • JSON Output: Standardized response format for easy processing.

Applications

Harness Werk24 for:

  • Instant Pricing: Automate 2D drawing-based quoting.
  • Feasibility Checks: Evaluate RFQs efficiently.
  • Configurator Auto-Fill: Populate online configurators with minimal input.
  • Drawing Anonymization: Protect sensitive data in technical drawings.
  • Supplier Scouting: Automate vendor selection for specific requirements.
  • ERP Registration: Streamline incoming RFQ registrations.
  • Structured Archiving: Organize drawings with metadata extraction.

Installation

Pip installation

pip install werk24    # install the library
werk24 init           # obtain a trial license

Quick Start

Here's how you can use the Werk24 client to extract data from a technical drawing:

import asyncio
from werk24 import Werk24Client, AskMetaData, get_test_drawing

async def read_drawing(asks):
  fid = get_test_drawing()
  async with Werk24Client() as client:
      return [msg async for msg in client.read_drawing(fid, asks)]

asyncio.run(read_drawing([AskMetaData()]))

Documentation

See https://werk24.io/docs/index.html

CLI

To get a first impression, you can run the CLI:

$> werk24 --help
 Usage: python -m werk24.cli.werk24 [OPTIONS] COMMAND [ARGS]...

╭─ Options ─────────────────────────────────────────────────────────────────────────────────╮
│ --log-level                 TEXT  Set the log level [default: WARNING]                    │
│ --install-completion              Install completion for the current shell.               │
│ --show-completion                 Show completion for the current shell, to copy it or... |
│ --help                            Show this message and exit.                             │
╰───────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Commands ────────────────────────────────────────────────────────────────────────────────╮
│ init           Initialize Werk24 by providing or creating a license.                      │
│ health-check   Run a comprehensive health check for the CLI.                              │
│ techread       Read a drawing file and extract information.                               │
│ version        Print the version of the Client.                                           │
╰───────────────────────────────────────────────────────────────────────────────────────────╯

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