Upload 2 files

app.py

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+from IPython import get_ipython
+from IPython.display import display
+# %%
+import gradio as gr
+from transformers import pipeline
+import torch
+from gtts import gTTS
+import os
+from PyPDF2 import PdfReader
+
+# --- Dispositivo ---
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+ 
+# --- Summarizer en español (modelo multilingüe compatible) ---
+summarizer = pipeline(
+    "summarization",
+    model="csebuetnlp/mT5_multilingual_XLSum",
+    tokenizer="csebuetnlp/mT5_multilingual_XLSum",
+    device=0 if torch.cuda.is_available() else -1
+)
+
+# ... (other imports and functions remain the same)
+ 
+def summarize_and_speak(input_type, text_input, pdf_input):
+    """
+    Summarizes the input data (text or PDF) and converts the summary to speech.
+    """
+    try:
+        if input_type == "text":
+            text = text_input
+        elif input_type == "pdf":
+            reader = PdfReader(pdf_input.name)  # Assuming input_data is a file-like object
+            text = ""
+            for page in reader.pages:
+                text += page.extract_text()
+        else:
+            raise ValueError("Invalid input type. Choose 'text' or 'pdf'.")
+ 
+        # --- Usando el nuevo modelo de summarize ---
+        summary = summarizer(
+            text,
+            max_length=300,
+            min_length=80,
+            do_sample=False
+        )[0]["summary_text"]
+ 
+        tts = gTTS(text=summary, lang='es')
+        tts.save("summary.mp3")
+        return summary, "summary.mp3"
+    except Exception as e:
+        return f"An error occurred: {e}", None
+ 
+with gr.Blocks() as demo:
+    gr.Markdown("## Resumen de Historias con Voz")
+   
+    with gr.Tab("Texto"):
+        text_input = gr.Textbox(label="Introduce tu historia aquí")
+    with gr.Tab("PDF"):
+        pdf_input = gr.File(label="Sube tu archivo PDF", type="filepath")
+   
+    with gr.Row():
+        text_output = gr.Textbox(label="Resumen")
+        audio_output = gr.Audio(label="Resumen en Audio")
+ 
+    submit_btn = gr.Button("Resumir y Convertir a Voz")
+   
+    # Updated to use gr.components for input elements
+    # The 'default' keyword argument is replaced by setting the value directly.
+    input_type = gr.components.Radio(choices=["text", "pdf"], label="Tipo de entrada")
+    input_type.value = "text"  # Set the default value here
+ 
+    # Pass all inputs to the function, and the function will decide which one to use
+    submit_btn.click(fn=summarize_and_speak,
+                     inputs=[input_type, text_input, pdf_input],
+                     outputs=[text_output, audio_output])
+ 
+demo.launch(share=True)

requirements.txt

@@ -0,0 +1,624 @@
+absl-py==1.4.0
+accelerate==1.5.2
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp==3.11.15
+aiosignal==1.3.2
+alabaster==1.0.0
+albucore==0.0.23
+albumentations==2.0.5
+ale-py==0.10.2
+altair==5.5.0
+annotated-types==0.7.0
+anyio==4.9.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+array_record==0.7.1
+arviz==0.21.0
+astropy==7.0.1
+astropy-iers-data==0.2025.4.21.0.37.6
+astunparse==1.6.3
+atpublic==5.1
+attrs==25.3.0
+audioread==3.0.1
+autograd==1.7.0
+babel==2.17.0
+backcall==0.2.0
+backports.tarfile==1.2.0
+beautifulsoup4==4.13.4
+betterproto==2.0.0b6
+bigframes==2.1.0
+bigquery-magics==0.9.0
+bleach==6.2.0
+blinker==1.9.0
+blis==1.3.0
+blosc2==3.3.1
+bokeh==3.6.3
+Bottleneck==1.4.2
+bqplot==0.12.44
+branca==0.8.1
+CacheControl==0.14.2
+cachetools==5.5.2
+catalogue==2.0.10
+certifi==2025.1.31
+cffi==1.17.1
+chardet==5.2.0
+charset-normalizer==3.4.1
+chex==0.1.89
+clarabel==0.10.0
+click==8.1.8
+cloudpathlib==0.21.0
+cloudpickle==3.1.1
+cmake==3.31.6
+cmdstanpy==1.2.5
+colorcet==3.1.0
+colorlover==0.3.0
+colour==0.1.5
+community==1.0.0b1
+confection==0.1.5
+cons==0.4.6
+contourpy==1.3.2
+cramjam==2.10.0
+cryptography==43.0.3
+cuda-python==12.6.2.post1
+cudf-cu12 @ https://pypi.nvidia.com/cudf-cu12/cudf_cu12-25.2.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+cudf-polars-cu12==25.2.2
+cufflinks==0.17.3
+cuml-cu12==25.2.1
+cupy-cuda12x==13.3.0
+cuvs-cu12==25.2.1
+cvxopt==1.3.2
+cvxpy==1.6.5
+cycler==0.12.1
+cyipopt==1.5.0
+cymem==2.0.11
+Cython==3.0.12
+dask==2024.12.1
+dask-cuda==25.2.0
+dask-cudf-cu12==25.2.2
+dask-expr==1.1.21
+datascience==0.17.6
+datasets==3.5.0
+db-dtypes==1.4.2
+dbus-python==1.2.18
+debugpy==1.8.0
+decorator==4.4.2
+defusedxml==0.7.1
+Deprecated==1.2.18
+diffusers==0.32.2
+dill==0.3.8
+distributed==2024.12.1
+distributed-ucxx-cu12==0.42.0
+distro==1.9.0
+dlib==19.24.6
+dm-tree==0.1.9
+docker-pycreds==0.4.0
+docstring_parser==0.16
+docutils==0.21.2
+dopamine_rl==4.1.2
+duckdb==1.2.2
+earthengine-api==1.5.12
+easydict==1.13
+editdistance==0.8.1
+eerepr==0.1.1
+einops==0.8.1
+en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl#sha256=1932429db727d4bff3deed6b34cfc05df17794f4a52eeb26cf8928f7c1a0fb85
+entrypoints==0.4
+et_xmlfile==2.0.0
+etils==1.12.2
+etuples==0.3.9
+Farama-Notifications==0.0.4
+fastai==2.7.19
+fastapi==0.115.12
+fastcore==1.7.29
+fastdownload==0.0.7
+fastjsonschema==2.21.1
+fastprogress==1.0.3
+fastrlock==0.8.3
+ffmpy==0.5.0
+filelock==3.18.0
+firebase-admin==6.7.0
+Flask==3.1.0
+flatbuffers==25.2.10
+flax==0.10.5
+folium==0.19.5
+fonttools==4.57.0
+frozendict==2.4.6
+frozenlist==1.6.0
+fsspec==2024.12.0
+future==1.0.0
+gast==0.6.0
+gcsfs==2025.3.2
+GDAL==3.6.4
+gdown==5.2.0
+geemap==0.35.3
+geocoder==1.38.1
+geographiclib==2.0
+geopandas==1.0.1
+geopy==2.4.1
+gin-config==0.5.0
+gitdb==4.0.12
+GitPython==3.1.44
+glob2==0.7
+google==2.0.3
+google-ai-generativelanguage==0.6.15
+google-api-core==2.24.2
+google-api-python-client==2.164.0
+google-auth==2.38.0
+google-auth-httplib2==0.2.0
+google-auth-oauthlib==1.2.2
+google-cloud-aiplatform==1.89.0
+google-cloud-bigquery==3.31.0
+google-cloud-bigquery-connection==1.18.2
+google-cloud-bigquery-storage==2.30.0
+google-cloud-bigtable==2.30.1
+google-cloud-core==2.4.3
+google-cloud-dataproc==5.18.1
+google-cloud-datastore==2.21.0
+google-cloud-firestore==2.20.2
+google-cloud-functions==1.20.3
+google-cloud-iam==2.19.0
+google-cloud-language==2.17.1
+google-cloud-pubsub==2.29.0
+google-cloud-resource-manager==1.14.2
+google-cloud-spanner==3.53.0
+google-cloud-storage==2.19.0
+google-cloud-translate==3.20.2
+google-colab @ file:///colabtools/dist/google_colab-1.0.0.tar.gz
+google-crc32c==1.7.1
+google-genai==1.11.0
+google-generativeai==0.8.5
+google-pasta==0.2.0
+google-resumable-media==2.7.2
+google-spark-connect==0.5.2
+googleapis-common-protos==1.70.0
+googledrivedownloader==1.1.0
+gradio==5.26.0
+gradio_client==1.9.0
+graphviz==0.20.3
+greenlet==3.2.1
+groovy==0.1.2
+grpc-google-iam-v1==0.14.2
+grpc-interceptor==0.15.4
+grpcio==1.71.0
+grpcio-status==1.71.0
+grpclib==0.4.7
+gspread==6.2.0
+gspread-dataframe==4.0.0
+gTTS==2.5.4
+gym==0.25.2
+gym-notices==0.0.8
+gymnasium==1.1.1
+h11==0.14.0
+h2==4.2.0
+h5netcdf==1.6.1
+h5py==3.13.0
+hdbscan==0.8.40
+highspy==1.9.0
+holidays==0.71
+holoviews==1.20.2
+hpack==4.1.0
+html5lib==1.1
+httpcore==1.0.8
+httpimport==1.4.1
+httplib2==0.22.0
+httpx==0.28.1
+huggingface-hub==0.30.2
+humanize==4.12.2
+hyperframe==6.1.0
+hyperopt==0.2.7
+ibis-framework==9.5.0
+idna==3.10
+imageio==2.37.0
+imageio-ffmpeg==0.6.0
+imagesize==1.4.1
+imbalanced-learn==0.13.0
+immutabledict==4.2.1
+importlib_metadata==8.6.1
+importlib_resources==6.5.2
+imutils==0.5.4
+inflect==7.5.0
+iniconfig==2.1.0
+intel-cmplr-lib-ur==2025.1.0
+intel-openmp==2025.1.0
+ipyevents==2.0.2
+ipyfilechooser==0.6.0
+ipykernel==6.17.1
+ipyleaflet==0.19.2
+ipyparallel==8.8.0
+ipython==7.34.0
+ipython-genutils==0.2.0
+ipython-sql==0.5.0
+ipytree==0.2.2
+ipywidgets==7.7.1
+itsdangerous==2.2.0
+jaraco.classes==3.4.0
+jaraco.context==6.0.1
+jaraco.functools==4.1.0
+jax==0.5.2
+jax-cuda12-pjrt==0.5.1
+jax-cuda12-plugin==0.5.1
+jaxlib==0.5.1
+jeepney==0.9.0
+jieba==0.42.1
+Jinja2==3.1.6
+jiter==0.9.0
+joblib==1.4.2
+jsonpatch==1.33
+jsonpickle==4.0.5
+jsonpointer==3.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+jupyter-client==6.1.12
+jupyter-console==6.1.0
+jupyter-leaflet==0.19.2
+jupyter-server==1.16.0
+jupyter_core==5.7.2
+jupyterlab_pygments==0.3.0
+jupyterlab_widgets==3.0.14
+kaggle==1.7.4.2
+kagglehub==0.3.11
+keras==3.8.0
+keras-hub==0.18.1
+keras-nlp==0.18.1
+keyring==25.6.0
+keyrings.google-artifactregistry-auth==1.1.2
+kiwisolver==1.4.8
+langchain==0.3.24
+langchain-core==0.3.55
+langchain-text-splitters==0.3.8
+langcodes==3.5.0
+langsmith==0.3.33
+language_data==1.3.0
+launchpadlib==1.10.16
+lazr.restfulclient==0.14.4
+lazr.uri==1.0.6
+lazy_loader==0.4
+libclang==18.1.1
+libcudf-cu12 @ https://pypi.nvidia.com/libcudf-cu12/libcudf_cu12-25.2.1-py3-none-manylinux_2_28_x86_64.whl
+libcugraph-cu12==25.2.0
+libcuml-cu12==25.2.1
+libcuvs-cu12==25.2.1
+libkvikio-cu12==25.2.1
+libraft-cu12==25.2.0
+librosa==0.11.0
+libucx-cu12==1.18.0
+libucxx-cu12==0.42.0
+lightgbm==4.5.0
+linkify-it-py==2.0.3
+llvmlite==0.43.0
+locket==1.0.0
+logical-unification==0.4.6
+lxml==5.3.2
+Mako==1.1.3
+marisa-trie==1.2.1
+Markdown==3.8
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+matplotlib==3.10.0
+matplotlib-inline==0.1.7
+matplotlib-venn==1.1.2
+mdit-py-plugins==0.4.2
+mdurl==0.1.2
+miniKanren==1.0.3
+missingno==0.5.2
+mistune==3.1.3
+mizani==0.13.3
+mkl==2025.0.1
+ml-dtypes==0.4.1
+mlxtend==0.23.4
+more-itertools==10.6.0
+moviepy==1.0.3
+mpmath==1.3.0
+msgpack==1.1.0
+multidict==6.4.3
+multipledispatch==1.0.0
+multiprocess==0.70.16
+multitasking==0.0.11
+murmurhash==1.0.12
+music21==9.3.0
+namex==0.0.9
+narwhals==1.35.0
+natsort==8.4.0
+nbclassic==1.2.0
+nbclient==0.10.2
+nbconvert==7.16.6
+nbformat==5.10.4
+ndindex==1.9.2
+nest-asyncio==1.6.0
+networkx==3.4.2
+nibabel==5.3.2
+nltk==3.9.1
+notebook==6.5.7
+notebook_shim==0.2.4
+numba==0.60.0
+numba-cuda==0.2.0
+numexpr==2.10.2
+numpy==2.0.2
+nvidia-cublas-cu12==12.4.5.8
+nvidia-cuda-cupti-cu12==12.4.127
+nvidia-cuda-nvcc-cu12==12.5.82
+nvidia-cuda-nvrtc-cu12==12.4.127
+nvidia-cuda-runtime-cu12==12.4.127
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.2.1.3
+nvidia-curand-cu12==10.3.5.147
+nvidia-cusolver-cu12==11.6.1.9
+nvidia-cusparse-cu12==12.3.1.170
+nvidia-cusparselt-cu12==0.6.2
+nvidia-ml-py==12.570.86
+nvidia-nccl-cu12==2.21.5
+nvidia-nvcomp-cu12==4.2.0.11
+nvidia-nvjitlink-cu12==12.4.127
+nvidia-nvtx-cu12==12.4.127
+nvtx==0.2.11
+nx-cugraph-cu12 @ https://pypi.nvidia.com/nx-cugraph-cu12/nx_cugraph_cu12-25.2.0-py3-none-any.whl
+oauth2client==4.1.3
+oauthlib==3.2.2
+openai==1.75.0
+opencv-contrib-python==4.11.0.86
+opencv-python==4.11.0.86
+opencv-python-headless==4.11.0.86
+openpyxl==3.1.5
+opentelemetry-api==1.32.1
+opentelemetry-sdk==1.32.1
+opentelemetry-semantic-conventions==0.53b1
+opt_einsum==3.4.0
+optax==0.2.4
+optree==0.15.0
+orbax-checkpoint==0.11.12
+orjson==3.10.16
+osqp==1.0.3
+packaging==24.2
+pandas==2.2.2
+pandas-datareader==0.10.0
+pandas-gbq==0.28.0
+pandas-stubs==2.2.2.240909
+pandocfilters==1.5.1
+panel==1.6.2
+param==2.2.0
+parso==0.8.4
+parsy==2.1
+partd==1.4.2
+pathlib==1.0.1
+patsy==1.0.1
+peewee==3.17.9
+peft==0.14.0
+pexpect==4.9.0
+pickleshare==0.7.5
+pillow==11.1.0
+platformdirs==4.3.7
+plotly==5.24.1
+plotnine==0.14.5
+pluggy==1.5.0
+ply==3.11
+polars==1.21.0
+pooch==1.8.2
+portpicker==1.5.2
+preshed==3.0.9
+prettytable==3.16.0
+proglog==0.1.11
+progressbar2==4.5.0
+prometheus_client==0.21.1
+promise==2.3
+prompt_toolkit==3.0.51
+propcache==0.3.1
+prophet==1.1.6
+proto-plus==1.26.1
+protobuf==5.29.4
+psutil==5.9.5
+psycopg2==2.9.10
+ptyprocess==0.7.0
+py-cpuinfo==9.0.0
+py4j==0.10.9.7
+pyarrow==18.1.0
+pyasn1==0.6.1
+pyasn1_modules==0.4.2
+pycairo==1.28.0
+pycocotools==2.0.8
+pycparser==2.22
+pydantic==2.11.3
+pydantic_core==2.33.1
+pydata-google-auth==1.9.1
+pydot==3.0.4
+pydotplus==2.0.2
+PyDrive==1.3.1
+PyDrive2==1.21.3
+pydub==0.25.1
+pyerfa==2.0.1.5
+pygame==2.6.1
+pygit2==1.17.0
+Pygments==2.18.0
+PyGObject==3.42.0
+PyJWT==2.10.1
+pylibcudf-cu12 @ https://pypi.nvidia.com/pylibcudf-cu12/pylibcudf_cu12-25.2.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
+pylibcugraph-cu12==25.2.0
+pylibraft-cu12==25.2.0
+pymc==5.21.2
+pymystem3==0.2.0
+pynndescent==0.5.13
+pynvjitlink-cu12==0.5.2
+pynvml==12.0.0
+pyogrio==0.10.0
+Pyomo==6.8.2
+PyOpenGL==3.1.9
+pyOpenSSL==24.2.1
+pyparsing==3.2.3
+PyPDF2==3.0.1
+pyperclip==1.9.0
+pyproj==3.7.1
+pyshp==2.3.1
+PySocks==1.7.1
+pyspark==3.5.5
+pytensor==2.30.3
+pytest==8.3.5
+python-apt==0.0.0
+python-box==7.3.2
+python-dateutil==2.8.2
+python-louvain==0.16
+python-multipart==0.0.20
+python-slugify==8.0.4
+python-snappy==0.7.3
+python-utils==3.9.1
+pytz==2025.2
+pyviz_comms==3.0.4
+PyYAML==6.0.2
+pyzmq==24.0.1
+raft-dask-cu12==25.2.0
+rapids-dask-dependency==25.2.0
+ratelim==0.1.6
+referencing==0.36.2
+regex==2024.11.6
+requests==2.32.3
+requests-oauthlib==2.0.0
+requests-toolbelt==1.0.0
+requirements-parser==0.9.0
+rich==13.9.4
+rmm-cu12==25.2.0
+roman-numerals-py==3.1.0
+rpds-py==0.24.0
+rpy2==3.5.17
+rsa==4.9.1
+ruff==0.11.7
+safehttpx==0.1.6
+safetensors==0.5.3
+scikit-image==0.25.2
+scikit-learn==1.6.1
+scipy==1.14.1
+scooby==0.10.0
+scs==3.2.7.post2
+seaborn==0.13.2
+SecretStorage==3.3.3
+semantic-version==2.10.0
+Send2Trash==1.8.3
+sentence-transformers==3.4.1
+sentencepiece==0.2.0
+sentry-sdk==2.26.1
+setproctitle==1.3.5
+shap==0.47.2
+shapely==2.1.0
+shellingham==1.5.4
+simple-parsing==0.1.7
+simplejson==3.20.1
+simsimd==6.2.1
+six==1.17.0
+sklearn-compat==0.1.3
+sklearn-pandas==2.2.0
+slicer==0.0.8
+smart-open==7.1.0
+smmap==5.0.2
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sortedcontainers==2.4.0
+soundfile==0.13.1
+soupsieve==2.7
+soxr==0.5.0.post1
+spacy==3.8.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+spanner-graph-notebook==1.1.6
+Sphinx==8.2.3
+sphinxcontrib-applehelp==2.0.0
+sphinxcontrib-devhelp==2.0.0
+sphinxcontrib-htmlhelp==2.1.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==2.0.0
+sphinxcontrib-serializinghtml==2.0.0
+SQLAlchemy==2.0.40
+sqlglot==25.20.2
+sqlparse==0.5.3
+srsly==2.5.1
+stanio==0.5.1
+starlette==0.46.2
+statsmodels==0.14.4
+stringzilla==3.12.5
+sympy==1.13.1
+tables==3.10.2
+tabulate==0.9.0
+tbb==2022.1.0
+tblib==3.1.0
+tcmlib==1.3.0
+tenacity==9.1.2
+tensorboard==2.18.0
+tensorboard-data-server==0.7.2
+tensorflow==2.18.0
+tensorflow-datasets==4.9.8
+tensorflow-hub==0.16.1
+tensorflow-io-gcs-filesystem==0.37.1
+tensorflow-metadata==1.17.1
+tensorflow-probability==0.25.0
+tensorflow-text==2.18.1
+tensorflow_decision_forests==1.11.0
+tensorstore==0.1.73
+termcolor==3.0.1
+terminado==0.18.1
+text-unidecode==1.3
+textblob==0.19.0
+tf-slim==1.1.0
+tf_keras==2.18.0
+thinc==8.3.6
+threadpoolctl==3.6.0
+tifffile==2025.3.30
+timm==1.0.15
+tinycss2==1.4.0
+tokenizers==0.21.1
+toml==0.10.2
+tomlkit==0.13.2
+toolz==0.12.1
+torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp311-cp311-linux_x86_64.whl
+torchaudio @ https://download.pytorch.org/whl/cu124/torchaudio-2.6.0%2Bcu124-cp311-cp311-linux_x86_64.whl
+torchsummary==1.5.1
+torchvision @ https://download.pytorch.org/whl/cu124/torchvision-0.21.0%2Bcu124-cp311-cp311-linux_x86_64.whl
+tornado==6.4.2
+tqdm==4.67.1
+traitlets==5.7.1
+traittypes==0.2.1
+transformers==4.51.3
+treelite==4.4.1
+treescope==0.1.9
+triton==3.2.0
+tweepy==4.15.0
+typeguard==4.4.2
+typer==0.15.2
+types-pytz==2025.2.0.20250326
+types-setuptools==79.0.0.20250422
+typing-inspection==0.4.0
+typing_extensions==4.13.2
+tzdata==2025.2
+tzlocal==5.3.1
+uc-micro-py==1.0.3
+ucx-py-cu12==0.42.0
+ucxx-cu12==0.42.0
+umap-learn==0.5.7
+umf==0.10.0
+uritemplate==4.1.1
+urllib3==2.3.0
+uvicorn==0.34.2
+vega-datasets==0.9.0
+wadllib==1.3.6
+wandb==0.19.9
+wasabi==1.1.3
+wcwidth==0.2.13
+weasel==0.4.1
+webcolors==24.11.1
+webencodings==0.5.1
+websocket-client==1.8.0
+websockets==15.0.1
+Werkzeug==3.1.3
+widgetsnbextension==3.6.10
+wordcloud==1.9.4
+wrapt==1.17.2
+wurlitzer==3.1.1
+xarray==2025.1.2
+xarray-einstats==0.8.0
+xgboost==2.1.4
+xlrd==2.0.1
+xxhash==3.5.0
+xyzservices==2025.1.0
+yarl==1.20.0
+ydf==0.11.0
+yellowbrick==1.5
+yfinance==0.2.55
+zict==3.0.0
+zipp==3.21.0
+zstandard==0.23.0