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-> [!IMPORTANT]
-> (12/19/24) Hello! MarkItDown team members will be resting and recharging with family and friends over the holiday period. Activity/responses on the project may be delayed during the period of Dec 21-Jan 06. We will be excited to engage with you in the new year!
-
-# MarkItDown
-
-[![PyPI](https://img.shields.io/pypi/v/markitdown.svg)](https://pypi.org/project/markitdown/)
-![PyPI - Downloads](https://img.shields.io/pypi/dd/markitdown)
-[![Built by AutoGen Team](https://img.shields.io/badge/Built%20by-AutoGen%20Team-blue)](https://github.com/microsoft/autogen)
-
-
-MarkItDown is a utility for converting various files to Markdown (e.g., for indexing, text analysis, etc).
-It supports:
-- PDF
-- PowerPoint
-- Word
-- Excel
-- Images (EXIF metadata and OCR)
-- Audio (EXIF metadata and speech transcription)
-- HTML
-- Text-based formats (CSV, JSON, XML)
-- ZIP files (iterates over contents)
-
-To install MarkItDown, use pip: `pip install markitdown`. Alternatively, you can install it from the source: `pip install -e .`
-
-## Usage
-
-### Command-Line
-
-```bash
-markitdown path-to-file.pdf > document.md
-```
-
-Or use `-o` to specify the output file:
-
-```bash
-markitdown path-to-file.pdf -o document.md
-```
-
-You can also pipe content:
-
-```bash
-cat path-to-file.pdf | markitdown
-```
-
-### Python API
-
-Basic usage in Python:
-
-```python
-from markitdown import MarkItDown
-
-md = MarkItDown()
-result = md.convert("test.xlsx")
-print(result.text_content)
-```
-
-To use Large Language Models for image descriptions, provide `llm_client` and `llm_model`:
-
-```python
-from markitdown import MarkItDown
-from openai import OpenAI
-
-client = OpenAI()
-md = MarkItDown(llm_client=client, llm_model="gpt-4o")
-result = md.convert("example.jpg")
-print(result.text_content)
-```
-
-### Docker
-
-```sh
-docker build -t markitdown:latest .
-docker run --rm -i markitdown:latest < ~/your-file.pdf > output.md
-```
-<details>
-    
-<summary>Batch Processing Multiple Files</summary>
-
-This example shows how to convert multiple files to markdown format in a single run. The script processes all supported files in a directory and creates corresponding markdown files.
-
-
-```python convert.py
-from markitdown import MarkItDown
-from openai import OpenAI
-import os
-client = OpenAI(api_key="your-api-key-here")
-md = MarkItDown(llm_client=client, llm_model="gpt-4o-2024-11-20")
-supported_extensions = ('.pptx', '.docx', '.pdf', '.jpg', '.jpeg', '.png')
-files_to_convert = [f for f in os.listdir('.') if f.lower().endswith(supported_extensions)]
-for file in files_to_convert:
-    print(f"\nConverting {file}...")
-    try:
-        md_file = os.path.splitext(file)[0] + '.md'
-        result = md.convert(file)
-        with open(md_file, 'w') as f:
-            f.write(result.text_content)
-        
-        print(f"Successfully converted {file} to {md_file}")
-    except Exception as e:
-        print(f"Error converting {file}: {str(e)}")
-
-print("\nAll conversions completed!")
-```
-2. Place the script in the same directory as your files
-3. Install required packages: like openai
-4. Run script ```bash python convert.py ```
-
-Note that original files will remain unchanged and new markdown files are created with the same base name.
-
-</details>