Add application file

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the sentiment analysis, keyword extraction, and text summarization models from Hugging Face
+sentiment_model = pipeline("sentiment-analysis")
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+keyword_extraction_model = pipeline(
+    "text2text-generation", model="transformer3/keywordextractor"
+)
+
+
+# Define the function to be called when text input is provided
+def analyze_text(text):
+    # Sentiment analysis
+    sentiment_result = sentiment_model(text)[0]
+    sentiment = sentiment_result["label"]
+    sentiment_score = sentiment_result["score"]
+    summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
+
+    # Keyword extraction
+    keyword_result = keyword_extraction_model(
+        f"summarize: {text}", max_length=50, num_return_sequences=1
+    )
+    keywords = keyword_result[0]
+
+    # # Text summarization
+    summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
+
+    return f"Sentiment: {sentiment}, Score: {sentiment_score}\nKeywords: {keywords}\nSummary: {summary}"
+
+
+# Create the Gradio interface
+iface = gr.Interface(fn=analyze_text, inputs="text", outputs="text")
+
+# Launch the interface
+iface.launch()

requirements.txt

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+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==5.0.0
+anyio==3.6.2
+appdirs==1.4.4
+asttokens==2.2.1
+async-timeout==4.0.2
+attrs==23.1.0
+audioread==3.0.0
+backcall==0.2.0
+certifi==2023.5.7
+cffi==1.15.1
+charset-normalizer==3.1.0
+click==8.1.3
+colorama==0.4.6
+contourpy==1.0.7
+cycler==0.11.0
+decorator==5.1.1
+dill==0.3.6
+executing==1.2.0
+fastapi==0.95.2
+ffmpy==0.3.0
+filelock==3.12.0
+fonttools==4.39.4
+frozenlist==1.3.3
+fsspec==2023.5.0
+gradio==3.32.0
+gradio_client==0.2.5
+h11==0.14.0
+httpcore==0.17.1
+httpx==0.24.1
+huggingface-hub==0.14.1
+idna==3.4
+ipython==7.12.0
+jedi==0.18.2
+Jinja2==3.1.2
+joblib==1.2.0
+jsonschema==4.17.3
+kiwisolver==1.4.4
+lazy_loader==0.2
+librosa==0.10.0.post2
+linkify-it-py==2.0.2
+llvmlite==0.40.0
+markdown-it-py==2.2.0
+MarkupSafe==2.1.2
+matplotlib==3.7.1
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+mpmath==1.3.0
+msgpack==1.0.5
+multidict==6.0.4
+multiprocess==0.70.14
+networkx==3.1
+numba==0.57.0
+numpy==1.24.3
+orjson==3.8.12
+packaging==23.1
+pandas==2.0.1
+parso==0.8.3
+pickleshare==0.7.5
+Pillow==9.5.0
+pip==22.3.1
+pooch==1.6.0
+prompt-toolkit==3.0.38
+pure-eval==0.2.2
+pyarrow==12.0.0
+pycparser==2.21
+pydantic==1.10.7
+pydub==0.25.1
+Pygments==2.15.1
+pyparsing==3.0.9
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3
+PyYAML==6.0
+requests==2.30.0
+responses==0.18.0
+scikit-learn==1.2.2
+scipy==1.10.1
+semantic-version==2.10.0
+setuptools==65.5.0
+six==1.16.0
+sniffio==1.3.0
+sounddevice==0.4.6
+soundfile==0.12.1
+soxr==0.3.5
+SpeechRecognition==3.10.0
+stack-data==0.6.2
+starlette==0.27.0
+sympy==1.12
+threadpoolctl==3.1.0
+tokenizers==0.13.3
+toolz==0.12.0
+torch==2.0.1
+torchaudio==2.0.2
+torchvision==0.15.2
+tqdm==4.65.0
+traitlets==5.9.0
+transformers==4.29.2
+typing_extensions==4.5.0
+tzdata==2023.3
+uc-micro-py==1.0.2
+urllib3==2.0.2
+uvicorn==0.22.0
+wcwidth==0.2.6
+websockets==11.0.3
+xxhash==3.2.0
+yarl==1.9.2