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Upload docker, requirements and app.py files

Dockerfile

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+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Python packages
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy app code
+COPY . .
+
+# Streamlit default port
+EXPOSE 8501
+
+# Run Streamlit
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Load the sentiment analysis model
+@st.cache_resource
+def load_model():
+    return pipeline("sentiment-analysis")
+
+model = load_model()
+
+# Streamlit interface
+st.title("🧠 Sentiment Analyzer")
+user_input = st.text_area("Enter a sentence:")
+
+if user_input:
+    result = model(user_input)[0]
+    st.write(f"**Sentiment:** {result['label']}")
+    st.write(f"**Confidence:** {round(result['score'], 4)}")

requirments.txt

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+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp==3.11.18
+aiosignal==1.3.2
+altair==5.5.0
+annotated-types==0.7.0
+anthropic==0.51.0
+anyio==4.9.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asgiref==3.8.1
+asttokens==3.0.0
+async-lru==2.0.5
+attrs==25.3.0
+audioop-lts==0.2.1
+babel==2.17.0
+backoff==2.2.1
+bcrypt==4.3.0
+beautifulsoup4==4.13.3
+bleach==6.2.0
+blinker==1.9.0
+build==1.2.2.post1
+cachetools==5.5.2
+certifi==2025.1.31
+cffi==1.17.1
+charset-normalizer==3.4.1
+chromadb==1.0.9
+click==8.1.8
+coloredlogs==15.0.1
+comm==0.2.2
+dataclasses-json==0.6.7
+debugpy==1.8.13
+decorator==5.2.1
+defusedxml==0.7.1
+Deprecated==1.2.18
+distro==1.9.0
+docarray==0.41.0
+dotenv==0.9.9
+durationpy==0.9
+et_xmlfile==2.0.0
+executing==2.2.0
+fastapi==0.115.9
+fastjsonschema==2.21.1
+ffmpy==0.5.0
+filelock==3.18.0
+flatbuffers==25.2.10
+fqdn==1.5.1
+frozenlist==1.6.0
+fsspec==2025.3.2
+gitdb==4.0.12
+GitPython==3.1.44
+google-auth==2.40.1
+googleapis-common-protos==1.70.0
+gradio==5.25.0
+gradio_client==1.8.0
+greenlet==3.2.2
+groovy==0.1.2
+grpcio==1.71.0
+h11==0.14.0
+httpcore==1.0.7
+httptools==0.6.4
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface-hub==0.30.2
+humanfriendly==10.0
+idna==3.10
+importlib_metadata==8.6.1
+importlib_resources==6.5.2
+ipykernel==6.29.5
+ipython==9.0.2
+ipython_pygments_lexers==1.1.1
+ipywidgets==8.1.5
+isoduration==20.11.0
+jedi==0.19.2
+Jinja2==3.1.6
+jiter==0.9.0
+json5==0.12.0
+jsonpatch==1.33
+jsonpointer==3.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+jupyter==1.1.1
+jupyter-console==6.6.3
+jupyter-events==0.12.0
+jupyter-lsp==2.2.5
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+jupyter_server==2.15.0
+jupyter_server_terminals==0.5.3
+jupyterlab==4.3.6
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.3
+jupyterlab_widgets==3.0.13
+kubernetes==32.0.1
+langchain==0.3.25
+langchain-community==0.3.24
+langchain-core==0.3.59
+langchain-text-splitters==0.3.8
+langsmith==0.3.42
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+marshmallow==3.26.1
+matplotlib-inline==0.1.7
+mcp==1.6.0
+mdurl==0.1.2
+mistune==3.1.3
+mmh3==5.1.0
+mpmath==1.3.0
+multidict==6.4.3
+mypy_extensions==1.1.0
+narwhals==1.41.0
+nbclient==0.10.2
+nbconvert==7.16.6
+nbformat==5.10.4
+nest-asyncio==1.6.0
+networkx==3.5
+notebook==7.3.3
+notebook_shim==0.2.4
+numpy==2.2.4
+nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime-cu12==12.6.77
+nvidia-cudnn-cu12==9.5.1.17
+nvidia-cufft-cu12==11.3.0.4
+nvidia-cufile-cu12==1.11.1.6
+nvidia-curand-cu12==10.3.7.77
+nvidia-cusolver-cu12==11.7.1.2
+nvidia-cusparse-cu12==12.5.4.2
+nvidia-cusparselt-cu12==0.6.3
+nvidia-nccl-cu12==2.26.2
+nvidia-nvjitlink-cu12==12.6.85
+nvidia-nvtx-cu12==12.6.77
+oauthlib==3.2.2
+onnxruntime==1.22.0
+openai==1.78.1
+openpyxl==3.1.5
+opentelemetry-api==1.33.0
+opentelemetry-exporter-otlp-proto-common==1.33.0
+opentelemetry-exporter-otlp-proto-grpc==1.33.0
+opentelemetry-instrumentation==0.54b0
+opentelemetry-instrumentation-asgi==0.54b0
+opentelemetry-instrumentation-fastapi==0.54b0
+opentelemetry-proto==1.33.0
+opentelemetry-sdk==1.33.0
+opentelemetry-semantic-conventions==0.54b0
+opentelemetry-util-http==0.54b0
+orjson==3.10.16
+overrides==7.7.0
+packaging==24.2
+pandas==2.2.3
+pandocfilters==1.5.1
+parso==0.8.4
+pexpect==4.9.0
+pillow==11.2.1
+platformdirs==4.3.7
+posthog==4.0.1
+praisonAI==0.0.5
+praisonaiagents==0.0.76
+prometheus_client==0.21.1
+prompt_toolkit==3.0.50
+propcache==0.3.1
+protobuf==5.29.4
+psutil==7.0.0
+ptyprocess==0.7.0
+pure_eval==0.2.3
+pyarrow==20.0.0
+pyasn1==0.6.1
+pyasn1_modules==0.4.2
+pycparser==2.22
+pydantic==2.11.3
+pydantic-settings==2.8.1
+pydantic_core==2.33.1
+pydeck==0.9.1
+pydub==0.25.1
+Pygments==2.19.1
+PyMuPDF==1.25.5
+pypdf==5.6.0
+PyPDF2==3.0.1
+PyPika==0.48.9
+pyproject_hooks==1.2.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.1.0
+python-json-logger==3.3.0
+python-multipart==0.0.20
+pytz==2025.2
+PyYAML==6.0.2
+pyzmq==26.3.0
+referencing==0.36.2
+regex==2024.11.6
+requests==2.32.3
+requests-oauthlib==2.0.0
+requests-toolbelt==1.0.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rich==14.0.0
+rpds-py==0.24.0
+rsa==4.9.1
+ruff==0.11.5
+safehttpx==0.1.6
+safetensors==0.5.3
+semantic-version==2.10.0
+Send2Trash==1.8.3
+setuptools==78.1.0
+shellingham==1.5.4
+six==1.17.0
+smmap==5.0.2
+sniffio==1.3.1
+soupsieve==2.6
+SQLAlchemy==2.0.40
+sse-starlette==2.2.1
+stack-data==0.6.3
+starlette==0.45.3
+streamlit==1.45.1
+sympy==1.14.0
+tenacity==9.1.2
+terminado==0.18.1
+tiktoken==0.9.0
+tinycss2==1.4.0
+tokenizers==0.21.1
+toml==0.10.2
+tomlkit==0.13.2
+torch==2.7.1
+tornado==6.4.2
+tqdm==4.67.1
+traitlets==5.14.3
+transformers==4.52.4
+triton==3.3.1
+typer==0.15.2
+types-python-dateutil==2.9.0.20241206
+types-requests==2.32.0.20250602
+typing-inspect==0.9.0
+typing-inspection==0.4.0
+typing_extensions==4.13.1
+tzdata==2025.2
+uri-template==1.3.0
+urllib3==2.3.0
+uvicorn==0.34.1
+uvloop==0.21.0
+watchdog==6.0.0
+watchfiles==1.0.5
+wcwidth==0.2.13
+webcolors==24.11.1
+webencodings==0.5.1
+websocket-client==1.8.0
+websockets==15.0.1
+widgetsnbextension==4.0.13
+wrapt==1.17.2
+yarl==1.20.0
+zipp==3.21.0
+zstandard==0.23.0