Adam Furman commited on
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b2bc43f
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1 Parent(s): a1bae6a

Added first app.py

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Files changed (3) hide show
  1. .gitignore +174 -0
  2. app.py +42 -0
  3. requirements.txt +63 -0
.gitignore ADDED
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+ # Byte-compiled / optimized / DLL files
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+ __pycache__/
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+ *.py[cod]
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+ *$py.class
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+
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+ # C extensions
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+ *.so
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+
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+ # Distribution / packaging
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+ .Python
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+ build/
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+ develop-eggs/
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+ dist/
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+ downloads/
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+ eggs/
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+ .eggs/
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+ lib/
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+ lib64/
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+ parts/
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+ sdist/
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+ var/
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+ wheels/
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+ share/python-wheels/
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+ *.egg-info/
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+ .installed.cfg
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+ *.egg
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+ MANIFEST
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+
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+ # PyInstaller
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+ # Usually these files are written by a python script from a template
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+ # before PyInstaller builds the exe, so as to inject date/other infos into it.
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+ *.manifest
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+ *.spec
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+
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+ # Installer logs
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+ pip-log.txt
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+ pip-delete-this-directory.txt
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+
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+ # Unit test / coverage reports
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+ htmlcov/
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+ .tox/
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+ .nox/
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+ .coverage
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+ .coverage.*
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+ .cache
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+ nosetests.xml
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+ coverage.xml
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+ *.cover
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+ *.py,cover
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+ .hypothesis/
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+ .pytest_cache/
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+ cover/
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+
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+ # Translations
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+ *.mo
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+ *.pot
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+
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+ # Django stuff:
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+ *.log
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+ local_settings.py
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+ db.sqlite3
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+ db.sqlite3-journal
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+
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+ # Flask stuff:
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+ instance/
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+ .webassets-cache
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+
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+ # Scrapy stuff:
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+ .scrapy
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+
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+ # Sphinx documentation
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+ docs/_build/
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+
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+ # PyBuilder
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+ .pybuilder/
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+ target/
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+
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+ # Jupyter Notebook
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+ .ipynb_checkpoints
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+
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+ # IPython
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+ profile_default/
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+ ipython_config.py
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+
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+ # pyenv
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+ # For a library or package, you might want to ignore these files since the code is
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+ # intended to run in multiple environments; otherwise, check them in:
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+ # .python-version
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+
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+ # pipenv
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+ # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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+ # However, in case of collaboration, if having platform-specific dependencies or dependencies
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+ # having no cross-platform support, pipenv may install dependencies that don't work, or not
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+ # install all needed dependencies.
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+ #Pipfile.lock
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+
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+ # UV
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+ # Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
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+ # This is especially recommended for binary packages to ensure reproducibility, and is more
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+ # commonly ignored for libraries.
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+ #uv.lock
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+
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+ # poetry
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+ # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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+ # This is especially recommended for binary packages to ensure reproducibility, and is more
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+ # commonly ignored for libraries.
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+ # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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+ #poetry.lock
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+
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+ # pdm
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+ # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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+ #pdm.lock
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+ # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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+ # in version control.
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+ # https://pdm.fming.dev/latest/usage/project/#working-with-version-control
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+ .pdm.toml
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+ .pdm-python
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+ .pdm-build/
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+
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+ # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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+ __pypackages__/
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+
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+ # Celery stuff
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+ celerybeat-schedule
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+ celerybeat.pid
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+
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+ # SageMath parsed files
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+ *.sage.py
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+
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+ # Environments
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+ .env
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+ .venv
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+ env/
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+ venv/
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+ ENV/
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+ env.bak/
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+ venv.bak/
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+
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+ # Spyder project settings
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+ .spyderproject
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+ .spyproject
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+
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+ # Rope project settings
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+ .ropeproject
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+
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+ # mkdocs documentation
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+ /site
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+
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+ # mypy
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+ .mypy_cache/
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+ .dmypy.json
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+ dmypy.json
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+
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+ # Pyre type checker
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+ .pyre/
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+
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+ # pytype static type analyzer
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+ .pytype/
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+
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+ # Cython debug symbols
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+ cython_debug/
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+
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+ # PyCharm
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+ # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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+ # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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+ # and can be added to the global gitignore or merged into this file. For a more nuclear
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+ # option (not recommended) you can uncomment the following to ignore the entire idea folder.
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+ #.idea/
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+
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+ # Ruff stuff:
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+ .ruff_cache/
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+
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+ # PyPI configuration file
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+ .pypirc
app.py ADDED
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+ import gradio as gr
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+ import pandas as pd
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ # Load the model and tokenizer
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+ model_name = "qwen3:0.6b"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ def process_excel(file, prompt):
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+ # Read the Excel file
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+ df = pd.read_excel(file.name)
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+
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+ # Convert the DataFrame to a string representation
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+ excel_content = df.to_string(index=False)
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+
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+ # Combine the prompt with the Excel content
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+ full_prompt = f"{prompt}\n\nExcel Data:\n{excel_content}"
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+
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+ # Tokenize the input and generate a response
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+ inputs = tokenizer(full_prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_length=500)
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+
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+ # Decode the output
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+ result = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ return result
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+
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+ # Define the Gradio interface
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+ app = gr.Interface(
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+ fn=process_excel,
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+ inputs=[
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+ gr.File(label="Upload Excel File"),
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+ gr.Textbox(label="Enter your prompt")
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+ ],
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+ outputs=gr.Textbox(label="Result"),
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+ title="Excel Processing with Qwen3",
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+ description="Upload an Excel file and enter a prompt to process the data."
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+ )
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+
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+ # Launch the app
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+ app.launch(server_name="0.0.0.0", server_port=7860)
requirements.txt ADDED
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+ aiofiles==24.1.0
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+ annotated-types==0.7.0
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+ anyio==4.9.0
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+ certifi==2025.6.15
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+ charset-normalizer==3.4.2
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+ click==8.2.1
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+ colorama==0.4.6
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+ fastapi==0.115.13
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+ ffmpy==0.6.0
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+ filelock==3.18.0
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+ fsspec==2025.5.1
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+ gradio==5.34.2
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+ gradio_client==1.10.3
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+ groovy==0.1.2
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+ h11==0.16.0
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+ httpcore==1.0.9
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+ httpx==0.28.1
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+ huggingface-hub==0.33.0
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+ idna==3.10
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+ Jinja2==3.1.6
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+ markdown-it-py==3.0.0
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+ MarkupSafe==3.0.2
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+ mdurl==0.1.2
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+ mpmath==1.3.0
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+ networkx==3.5
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+ numpy==2.3.0
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+ orjson==3.10.18
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+ packaging==25.0
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+ pandas==2.3.0
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+ pillow==11.2.1
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+ pydantic==2.11.7
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+ pydantic_core==2.33.2
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+ pydub==0.25.1
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+ Pygments==2.19.1
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+ python-dateutil==2.9.0.post0
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+ python-multipart==0.0.20
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+ pytz==2025.2
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+ PyYAML==6.0.2
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+ regex==2024.11.6
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+ requests==2.32.4
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+ rich==14.0.0
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+ ruff==0.12.0
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+ safehttpx==0.1.6
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+ safetensors==0.5.3
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+ semantic-version==2.10.0
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+ setuptools==80.9.0
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+ shellingham==1.5.4
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+ six==1.17.0
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+ sniffio==1.3.1
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+ starlette==0.46.2
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+ sympy==1.14.0
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+ tokenizers==0.21.1
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+ tomlkit==0.13.3
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+ torch==2.7.1
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+ tqdm==4.67.1
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+ transformers==4.52.4
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+ typer==0.16.0
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+ typing-inspection==0.4.1
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+ typing_extensions==4.14.0
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+ tzdata==2025.2
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+ urllib3==2.5.0
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+ uvicorn==0.34.3
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+ websockets==15.0.1