mpxpy

The official Python client for the Mathpix API. Process PDFs and images, and convert math/text content with the Mathpix API.

Setup

Installation

pip install mpxpy

Authentication

You'll need a Mathpix API app_id and app_key to use this client. You can get these from Mathpix Console.

Set your credentials by either:

• Using environment variables
• Passing them directly when initializing the client

MathpixClient will prioritize auth configs in the following order:

1. Passed through arguments
2. The ~/.mpx/config file
3. ENV vars located in .env
4. ENV vars located in local.env

Initialization

Using environment variables

Create a config file at ~/.mpx/config or add ENV variables to .env or local.env files:

MATHPIX_APP_ID=your-app-id
MATHPIX_APP_KEY=your-app-key
MATHPIX_URL=https://api.mathpix.com  # optional, defaults to this value

Then initialize the client:

from mpxpy.mathpix_client import MathpixClient

# Will use ~/.mpx/config or environment variables
client = MathpixClient()

Using arguments

You can also pass in your App ID and App Key when initializing the client:

from mpxpy.mathpix_client import MathpixClient

client = MathpixClient(
    app_id="your-app-id",
    app_key="your-app-key"
    # Optional "api_url" argument sets the base URL. This can be useful for development with on-premise deployments
)

Improve Mathpix

You can optionally set improve_mathpix to False to prevent Mathpix from retaining any outputs from a client. This can also be set on a per-request-basis, but if a client has improve_mathpix disabled, all requests made using that client will also be disabled.

from mpxpy.mathpix_client import MathpixClient

client = MathpixClient(
    improve_mathpix=False
)

Process PDFs

Basic Usage

from mpxpy.mathpix_client import MathpixClient

client = MathpixClient(
    app_id="your-app-id",
    app_key="your-app-key"
)

# Process a PDF file with multiple conversion formats and options
pdf = client.pdf_new(
    file_path='/path/to/pdf/sample.pdf',
    convert_to_docx=True,
    convert_to_md=True,
    convert_to_pptx=True,
    convert_to_md_zip=True,
    # Optional pdf-level improve_mathpix argument is default True
)

# Wait for processing to complete. Optional timeout argument is 60 seconds by default.
pdf.wait_until_complete(timeout=30)

# Get the Markdown outputs
md_output_path = pdf.to_md_file(path='output/sample.md')
md_text = pdf.to_md_text() # is type str
print(md_text)

# Get the DOCX outputs
docx_output_path = pdf.to_docx_file(path='output/sample.docx')
docx_bytes = pdf.to_docx_bytes() # is type bytes

# Get the PowerPoint outputs
pptx_output_path = pdf.to_pptx_file(path='output/sample.pptx')
pptx_bytes = pdf.to_pptx_bytes() # is type bytes

# Get the Markdown ZIP outputs (includes embedded images)
md_zip_output_path = pdf.to_md_zip_file(path='output/sample.md.zip')
md_zip_bytes = pdf.to_md_zip_bytes() # is type bytes

# Get the JSON outputs
lines_json_output_path = pdf.to_lines_json_file(path='output/sample.lines.json')
lines_json = pdf.to_lines_json() # parses JSON into type Dict

Process Images

Basic Usage

from mpxpy.mathpix_client import MathpixClient

client = MathpixClient(
    app_id="your-app-id",
    app_key="your-app-key"
)
# Process an image file
image = client.image_new(
    file_path='/path/to/image/sample.jpg',
    # Optional image-level improve_mathpix argument is default True
)

# Process an image file with various options
tagged_image = client.image_new(
    file_path='/path/to/image/sample.jpg',
    tags=['tag']
)
include_line_data = client.image_new(
    file_path='/path/to/image/sample.jpg',
    include_line_data=True
)

# Get the full response
result = image.results()
print(result)

# Get the Mathpix Markdown (MMD) representation
mmd = image.mmd()
print(mmd)

# Get line-by-line OCR data
lines = image.lines_json()
print(lines)

# Make an async image request and get its results
async_image = client.image_new(
    file_path='/path/to/image/sample.jpg',
    is_async=True
)
async_image.wait_until_complete(timeout=5)
result = async_image.results()

Convert Mathpix Markdown (MMD)

Basic Usage

from mpxpy.mathpix_client import MathpixClient

client = MathpixClient(
    app_id="your-app-id",
    app_key="your-app-key"
)

# Similar to Pdf, Conversion class takes separate arguments for each conversion format
conversion = client.conversion_new(
    mmd="\\frac{1}{2} + \\sqrt{3}",
    convert_to_docx=True,
    convert_to_md=True,
    convert_to_mmd_zip=True,
    convert_to_pptx=True,
)

# Wait for conversion to complete
conversion.wait_until_complete(timeout=30)

# Get the Markdown outputs
md_output_path = conversion.to_md_file(path='output/sample.md')
md_text = conversion.to_md_text() # is of type str

# Get the DOCX outputs
docx_output_path = conversion.to_docx_file(path='output/sample.docx')
docx_bytes = conversion.to_docx_bytes() # is of type bytes

# Get the Mathpix Markdown ZIP outputs (includes embedded images)
mmd_zip_output_path = conversion.to_mmd_zip_file(path='output/sample.mmd.zip')
mmd_zip_bytes = conversion.to_mmd_zip_bytes() # is of type bytes

# Get the PowerPoint outputs
pptx_output_path = conversion.to_pptx_file(path='output/sample.pptx')
pptx_bytes = conversion.to_pptx_bytes() # is of type bytes

Class Definitions

MathpixClient

The MathpixClient class is used to add authenticate and create requests using the following methods:

image_new

Returns a new Image instance

Arguments

• file_path: Path to a local image file.
• url: URL of a remote image.
• improve_mathpix: Optional boolean to enable Mathpix to retain user output.
• metadata: Optional dict to attach metadata to a request
• tags: Optional list of strings which can be used to identify results using the /v3/ocr-results endpoint
• is_async: Optional boolean to enable non-interactive requests
• callback: Optional Callback Object (see https://docs.mathpix.com/#callback-object)
• formats: Optional list of formats ('text', 'data', 'html', or 'latex_styled')
• data_options: Optional DataOptions dict (see https://docs.mathpix.com/#dataoptions-object)
• include_detected_alphabets: Optional boolean to return the detected alphabets
• alphabets_allowed: Optional dict to list alphabets allowed in the output (see https://docs.mathpix.com/#alphabetsallowed-object)
• region: Optional dict to specify the image area with pixel coordinates 'top_left_x', 'top_left_y', 'width', 'height'
• enable_blue_hsv_filter: Optional boolean to enable a special mode of image processing where it processes blue hue text exclusively
• confidence_threshold: Optional number between 0 and 1 to specify a threshold for triggering confidence errors (file level threshold)
• confidence_rate_threshold: Optional number between 0 and 1 to specify a threshold for triggering confidence errors, default 0.75 (symbol level threshold)
• include_equation_tags: Optional boolean to specify whether to include equation number tags inside equations LaTeX. When set to True, it sets "idiomatic_eqn_arrays": True because equation numbering works better in those environments compared to the array environment
• include_line_data: Optional boolean to return information segmented line by line
• include_word_data: Optional boolean to return information segmented word by word
• include_smiles: Optional boolean to enable experimental chemistry diagram OCR via RDKIT normalized SMILES
• include_inchi: Optional boolean to include InChI data as XML attributes inside elements
• include_geometry_data: Optional boolean to enable data extraction for geometry diagrams (currently only supports triangle diagrams)
• include_diagram_text: Optional boolean to enable text extraction from diagrams (for use with "include_line_data": True). The extracted text will be part of line data, and not part of the "text" or any other output format specified. the "parent_id" of these text lines will correspond to the "id" of one of the diagrams in the line data. Diagrams will also have "children_ids" to store references to those text lines
• auto_rotate_confidence_threshold: Optional number between 0 and 1 to specify threshold for auto rotating images to the correct orientation, default 0.99
• rm_spaces: Optional boolean to determine whether extra white space is removed from equations in "latex_styled" and "text" formats
• rm_fonts: Optional boolean to determine whether font commands such as \mathbf and \mathrm are removed from equations in "latex_styled" and "text" formats
• idiomatic_eqn_arrays: Optional boolean to specify whether to use aligned, gathered, or cases instead of an array environment for a list of equations
• idiomatic_braces: Optional boolean to specify whether to remove unnecessary braces for LaTeX output
• numbers_default_to_math: Optional boolean to specify whether numbers are always math
• math_fonts_default_to_math: Optional boolean to specify whether math fonts are always math
• math_inline_delimiters: Optional [str, str] tuple to specify begin inline math and end inline math delimiters for "text" outputs
• math_display_delimiters: Optional [str, str] tuple to specify begin display math and end display math delimiters for "text" outputs
• enable_spell_check: Optional boolean to enable a predictive mode for English handwriting
• enable_tables_fallback: Optional boolean to enable an advanced table processing algorithm that supports very large and complex tables
• fullwidth_punctuation: Optional boolean to specify whether punctuation will be fullwidth Unicode

pdf_new

Returns a new Pdf instance.

Arguments

• file_path: Path to a local PDF file.
• url: URL of a remote PDF file.
• metadata: Optional dict to attach metadata to a request
• alphabets_allowed: Optional dict to list alphabets allowed in the output (see https://docs.mathpix.com/#alphabetsallowed-object)
• rm_spaces: Optional boolean to determine whether extra white space is removed from equations in "latex_styled" and "text" formats
• rm_fonts: Optional boolean to determine whether font commands such as \mathbf and \mathrm are removed from equations in "latex_styled" and "text" formats
• idiomatic_eqn_arrays: Optional boolean to specify whether to use aligned, gathered, or cases instead of an array environment for a list of equations
• include_equation_tags: Optional boolean to specify whether to include equation number tags inside equations LaTeX. When set to True, it sets "idiomatic_eqn_arrays": True because equation numbering works better in those environments compared to the array environment
• include_smiles: Optional boolean to enable experimental chemistry diagram OCR via RDKIT normalized SMILES
• include_chemistry_as_image: Optional boolean to return an image crop containing SMILES in the alt-text for chemical diagrams
• include_diagram_text: Optional boolean to enable text extraction from diagrams (for use with "include_line_data": True). The extracted text will be part of line data, and not part of the "text" or any other output format specified. the "parent_id" of these text lines will correspond to the "id" of one of the diagrams in the line data. Diagrams will also have "children_ids" to store references to those text lines
• numbers_default_to_math: Optional boolean to specify whether numbers are always math
• math_inline_delimiters: Optional [str, str] tuple to specify begin inline math and end inline math delimiters for "text" outputs
• math_display_delimiters: Optional [str, str] tuple to specify begin display math and end display math delimiters for "text" outputs
• page_ranges: Specifies a page range as a comma-separated string. Examples include 2,4-6 which selects pages [2,4,5,6] and 2 - -2 which selects all pages starting with the second page and ending with the next-to-last page
• enable_spell_check: Optional boolean to enable a predictive mode for English handwriting
• auto_number_sections: Optional[bool] = False,
• remove_section_numbering: Specifies whether to remove existing numbering for sections and subsections. Defaults to false
• preserve_section_numbering: Specifies whether to keep existing section numbering as is. Defaults to true
• enable_tables_fallback: Optional boolean to enable an advanced table processing algorithm that supports very large and complex tables
• fullwidth_punctuation: Optional boolean to specify whether punctuation will be fullwidth Unicode
• convert_to_docx: Optional boolean to automatically convert your result to docx
• convert_to_md: Optional boolean to automatically convert your result to md
• convert_to_mmd: Optional boolean to automatically convert your result to mmd
• convert_to_tex_zip: Optional boolean to automatically convert your result to tex.zip
• convert_to_html: Optional boolean to automatically convert your result to html
• convert_to_pdf: Optional boolean to automatically convert your result to pdf
• convert_to_md_zip: Optional boolean to automatically convert your result to md.zip
• convert_to_mmd_zip: Optional boolean to automatically convert your result to mmd.zip
• convert_to_pptx: Optional boolean to automatically convert your result to pptx
• convert_to_html_zip: Optional boolean to automatically convert your result to html.zip
• improve_mathpix: Optional boolean to enable Mathpix to retain user output. Default is true
• file_batch_id: Optional batch ID to associate this file with.

conversion_new

Returns a new Conversion instance.

Arguments

• mmd: Mathpix Markdown content to convert.
• convert_to_docx: Optional boolean to convert your result to docx
• convert_to_md: Optional boolean to convert your result to md
• convert_to_tex_zip: Optional boolean to convert your result to tex.zip
• convert_to_html: Optional boolean to convert your result to html
• convert_to_pdf: Optional boolean to convert your result to pdf
• convert_to_latex_pdf: Optional boolean to convert your result to pdf containing LaTeX
• convert_to_md_zip: Optional boolean to automatically convert your result to md.zip
• convert_to_mmd_zip: Optional boolean to automatically convert your result to mmd.zip
• convert_to_pptx: Optional boolean to automatically convert your result to pptx
• convert_to_html_zip: Optional boolean to automatically convert your result to html.zip

Pdf Class Documentation

Properties

• auth: An Auth instance with Mathpix credentials.
• pdf_id: The unique identifier for this PDF.
• file_path: Path to a local PDF file.
• url: URL of a remote PDF file.
• convert_to_docx: Optional boolean to automatically convert your result to docx
• convert_to_md: Optional boolean to automatically convert your result to md
• convert_to_mmd: Optional boolean to automatically convert your result to mmd
• convert_to_tex_zip: Optional boolean to automatically convert your result to tex.zip
• convert_to_html: Optional boolean to automatically convert your result to html
• convert_to_pdf: Optional boolean to automatically convert your result to pdf
• convert_to_md_zip: Optional boolean to automatically convert your result to md.zip (markdown with local images folder)
• convert_to_mmd_zip: Optional boolean to automatically convert your result to mmd.zip (Mathpix markdown with local images folder)
• convert_to_pptx: Optional boolean to automatically convert your result to pptx (PowerPoint)
• convert_to_html_zip: Optional boolean to automatically convert your result to html.zip (HTML with local images folder)
• improve_mathpix: Optional boolean to enable Mathpix to retain user output. Default is true

Methods

• wait_until_complete: Wait for the PDF processing and optional conversions to complete
• pdf_status: Get the current status of the PDF processing
• pdf_conversion_status: Get the current status of the PDF conversions
• to_docx_file: Save the processed PDF result to a DOCX file at a local path
• to_docx_bytes: Get the processed PDF result as DOCX bytes
• to_md_file: Save the processed PDF result to a Markdown file at a local path
• to_md_text: Get the processed PDF result as a Markdown string
• to_mmd_file: Save the processed PDF result to a Mathpix Markdown file at a local path
• to_mmd_text: Get the processed PDF result as a Mathpix Markdown string
• to_tex_zip_file: Save the processed PDF result to a tex.zip file at a local path
• to_tex_zip_bytes: Get the processed PDF result in tex.zip format as bytes
• to_html_file: Save the processed PDF result to a HTML file at a local path
• to_html_bytes: Get the processed PDF result in HTML format as bytes
• to_pdf_file: Save the processed PDF result to a PDF file at a local path
• to_pdf_bytes: Get the processed PDF result in PDF format as bytes
• to_lines_json_file: Save the processed PDF line-by-line result to a JSON file at a local path
• to_lines_json: Get the processed PDF result in JSON format
• to_lines_mmd_json_file: Save the processed PDF line-by-line result, including Mathpix Markdown, to a JSON file at a local path
• to_lines_mmd_json: Get the processed PDF result in JSON format with text in Mathpix Markdown
• to_md_zip_file: Save the processed PDF result to a ZIP file containing markdown output and any embedded images
• to_md_zip_bytes: Get the processed PDF result in ZIPPED markdown format as bytes
• to_mmd_zip_file: Save the processed PDF result to a ZIP file containing Mathpix Markdown output and any embedded images
• to_mmd_zip_bytes: Get the processed PDF result in ZIPPED Mathpix Markdown format as bytes
• to_pptx_file: Save the processed PDF result to a PPTX file
• to_pptx_bytes: Get the processed PDF result in PPTX format as bytes
• to_html_zip_file: Save the processed PDF result to a ZIP file containing HTML output and any embedded images
• to_html_zip_bytes: Get the processed PDF result in ZIPPED HTML format as bytes

Image Class Documentation

Properties

• auth: An Auth instance with Mathpix credentials
• request_id: A string storing the request_id of the image
• file_path: Path to a local image file, if using a local file
• url: URL of a remote image, if using a remote file
• improve_mathpix: Optional boolean to enable Mathpix to retain user output. Default is true
• include_line_data: Optional boolean to include line by line OCR data
• metadata: Optional dict to attach metadata to a request
• is_async: Optional boolean to enable non-interactive requests
• result: A Dict to containing a request's result as initially configured

Methods

• results: Get the full JSON response for the image
• wait_until_complete: Wait for async image processing to complete
• lines_json: Get line-by-line OCR data for the image
• mmd: Get the Mathpix Markdown (MMD) representation of the image
• latex_styled: Get the latex_styled representation of the image.
• html: Get the html representation of the image.

Conversion Class Documentation

Properties

• auth: An Auth instance with Mathpix credentials.
• conversion_id: The unique identifier for this conversion.
• convert_to_docx: Optional boolean to automatically convert your result to docx
• convert_to_md: Optional boolean to automatically convert your result to md
• convert_to_tex_zip: Optional boolean to automatically convert your result to tex.zip
• convert_to_html: Optional boolean to automatically convert your result to html
• convert_to_pdf: Optional boolean to automatically convert your result to pdf
• convert_to_latex_pdf: Optional boolean to automatically convert your result to pdf containing LaTeX
• convert_to_md_zip: Optional boolean to automatically convert your result to md.zip (markdown with local images folder)
• convert_to_mmd_zip: Optional boolean to automatically convert your result to mmd.zip (Mathpix markdown with local images folder)
• convert_to_pptx: Optional boolean to automatically convert your result to pptx (PowerPoint)
• convert_to_html_zip: Optional boolean to automatically convert your result to html.zip (HTML with local images folder)

Methods

• wait_until_complete: Wait for the conversion to complete
• conversion_status: Get the current status of the conversion
• to_docx_file: Save the processed conversion result to a DOCX file at a local path
• to_docx_bytes: Get the processed conversion result as DOCX bytes
• to_md_file: Save the processed conversion result to a Markdown file at a local path
• to_md_text: Get the processed conversion result as a Markdown string
• to_mmd_file: Save the processed conversion result to a Mathpix Markdown file at a local path
• to_mmd_text: Get the processed conversion result as a Mathpix Markdown string
• to_tex_zip_file: Save the processed conversion result to a tex.zip file at a local path
• to_tex_zip_bytes: Get the processed conversion result in tex.zip format as bytes
• to_html_file: Save the processed conversion result to a HTML file at a local path
• to_html_bytes: Get the processed conversion result in HTML format as bytes
• to_pdf_file: Save the processed conversion result to a PDF file at a local path
• to_pdf_bytes: Get the processed conversion result in PDF format as bytes
• to_latex_pdf_file: Save the processed conversion result to a PDF file containing LaTeX at a local path
• to_latex_pdf_bytes: Get the processed conversion result in PDF format as bytes (with LaTeX)
• to_md_zip_file: Save the processed conversion result to a ZIP file containing markdown output and any embedded images
• to_md_zip_bytes: Get the processed conversion result in ZIPPED markdown format as bytes
• to_mmd_zip_file: Save the processed conversion result to a ZIP file containing Mathpix Markdown output and any embedded images
• to_mmd_zip_bytes: Get the processed conversion result in ZIPPED Mathpix Markdown format as bytes
• to_pptx_file: Save the processed conversion result to a PPTX file
• to_pptx_bytes: Get the processed conversion result in PPTX format as bytes
• to_html_zip_file: Save the processed PDF result to a ZIP file containing HTML output and any embedded images
• to_html_zip_bytes: Get the processed PDF result in ZIPPED HTML format as bytes

Error Handling

The client provides detailed error information in the following classes:

• MathpixClientError
• AuthenticationError
• ValidationError
• FilesystemError
• ConversionIncompleteError

from mpxpy.mathpix_client import MathpixClient
from mpxpy.errors import MathpixClientError, ConversionIncompleteError

client = MathpixClient(app_id="your-app-id", app_key="your-app-key")

try:
    pdf = client.pdf_new(file_path="example.pdf", convert_to_docx=True)
except FileNotFoundError as e:
    print(f"File not found: {e}")
except MathpixClientError as e:
    print(f"File upload error: {e}")
try:
    pdf.to_docx_file('output/path/example.pdf')
except ConversionIncompleteError as e:
    print(f'Conversions are not complete')

Development

Setup

# Clone the repository
git clone [email protected]:Mathpix/mpxpy.git
cd mpxpy

# Install in development mode
pip install -e .
# Or install using the requirements.txt file
pip install -r requirements.txt

Running Tests

To run tests you will need to add authentication.

# Install test dependencies
pip install -e ".[dev]"
# Or install using the requirements.txt file
pip install -r requirements.txt
# Run tests
pytest

Logging

To configure the logger level, which is set at INFO by default, set the MATHPIX_LOG_LEVEL env variable to the desired logger level.

• DEBUG: logs all events, including polling events
• INFO: logs all events except for polling events

MATHPIX_LOG_LEVEL=DEBUG