Fix: correções de erros, atualização de bibliotecas e conteinerização da solução

.dockerignore

@@ -0,0 +1,43 @@
+# Include any files or directories that you don't want to be copied to your
+# container here (e.g., local build artifacts, temporary files, etc.).
+#
+# For more help, visit the .dockerignore file reference guide at
+# https://docs.docker.com/go/build-context-dockerignore/
+
+**/.DS_Store
+**/__pycache__
+**/.venv
+**/env
+**/.classpath
+**/.dockerignore
+**/.env
+**/.git
+**/.gitignore
+**/.project
+**/.settings
+**/.toolstarget
+**/.vs
+**/.vscode
+**/*.*proj.user
+**/*.dbmdl
+**/*.jfm
+**/bin
+**/charts
+**/docker-compose*
+**/compose.y*ml
+**/Dockerfile*
+**/node_modules
+**/npm-debug.log
+**/obj
+**/secrets.dev.yaml
+**/values.dev.yaml
+LICENSE
+README.md
+txt.zip
+README-EN.md
+README.Docker.md
+LICENSE.md
+CONTRIBUTING-EN.md
+CONTRIBUTING-PTBR.md
+CONTRIBUTING.md
+CODE-OF-CONDUCT.md

.gitignore

@@ -10,6 +10,7 @@ __pycache__/
 .Python
 env/
 build/
+Data/
 develop-eggs/
 dist/
 downloads/
@@ -99,3 +100,9 @@ ENV/
 
 # mypy
 .mypy_cache/
+
+# Models
+*.pkl
+
+# Outros
+Summaries/

Dockerfile

@@ -0,0 +1,66 @@
+# syntax=docker/dockerfile:1
+
+# Comments are provided throughout this file to help you get started.
+# If you need more help, visit the Dockerfile reference guide at
+# https://docs.docker.com/go/dockerfile-reference/
+
+# Want to help us make this template better? Share your feedback here: https://forms.gle/ybq9Krt8jtBL3iCk7
+
+#ARG PYTHON_VERSION=3.13.2
+ARG PYTHON_VERSION=3.12
+FROM python:${PYTHON_VERSION}-slim as base
+
+# Prevents Python from writing pyc files.
+ENV PYTHONDONTWRITEBYTECODE=1
+
+# Keeps Python from buffering stdout and stderr to avoid situations where
+# the application crashes without emitting any logs due to buffering.
+ENV PYTHONUNBUFFERED=1
+
+WORKDIR /app
+
+COPY requirements.txt ./
+
+RUN pip install --upgrade pip
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+RUN apt-get update && \
+    apt-get install -y libenchant-2-2 libenchant-2-dev && \
+    apt-get clean
+
+RUN python -m spacy download en_core_web_sm
+#RUN python -m spacy download pt_core_news_sm
+
+# Instalar MongoDB 7.0 no Debian 12 (bookworm)
+RUN apt-get update && \
+    apt-get install -y gnupg curl && \
+    curl -fsSL https://www.mongodb.org/static/pgp/server-7.0.asc \
+        | gpg -o /usr/share/keyrings/mongodb-server-7.0.gpg --dearmor && \
+    echo "deb [ signed-by=/usr/share/keyrings/mongodb-server-7.0.gpg ] http://repo.mongodb.org/apt/debian bookworm/mongodb-org/7.0 main" \
+        > /etc/apt/sources.list.d/mongodb-org-7.0.list && \
+    apt-get update && \
+    apt-get install -y mongodb-org && \
+    rm -rf /var/lib/apt/lists/*
+
+
+# cria usuário não privilegiado
+RUN useradd -m appuser
+RUN mkdir -p /data/db && chown -R appuser:appuser /data/db
+RUN touch ./log_SM.txt && chmod 666 ./log_SM.txt
+
+RUN mkdir -p ./models ./Summaries ./Data \
+    && touch ./log_SM.txt \
+    && chmod -R 777 /app
+
+USER appuser
+
+# Copy the source code into the container.
+COPY . .
+
+# Expose the port that the application listens on.
+EXPOSE 8080
+
+# Run the application.
+#CMD python run.py & mongod --bind_ip_all
+CMD ["sh", "-c", "mongod --dbpath /data/db --bind_ip_all & python run.py"]

README-PTBR.md

@@ -0,0 +1,14 @@
+*Esta ferramenta digital faz parte do catálogo de ferramentas do **Banco Interamericano de Desenvolvimento**. Você poderá conhecer mais sobre a iniciativa em: [https://knowledge.iadb.org/es/codigo-para-el-desarrollo](https://knowledge.iadb.org/es/codigo-para-el-desarrollo)*
+
+## *SmartReader*
+
+### Descrição e contexto
+---
+
+*SmartReader* é uma ferramenta que utiliza técnicas de Processamento em Linguagem Natural (NPL) para proporcionar uma nova forma de realizar as suas pesquisa (tanto a questão de pesquisa como a literatura coletada). Esto lo hace a través de consultar a Google y recuperar información actualizada y relacionada con tu pregunta de investigación. *SmartReader* es una alternativa para hacerle frente a la necesidad que tienen los trabajadores de conocimiento de mantener el ritmo a la cantidad exponencial de información que se genera todos los días y que se comparte en el internet.
+
+El Departamento de Conocimiento Innovación y Comunicación del **Banco Interamericano de Desarrollo** creó esta herramienta luego de reconocer esta necesidad además de querer explorar tecnologías como la Inteligencia Artificial y el Procesamiento del Lenguaje Natural para asistir en el proceso de Gestión del Conocimiento.
+
+La herramienta consta de cuatro interfaces: 1) *Definición del modelo*, 2) *Estado del modelo*, 3) *Aplicación del modelo*, e 4) *Interfaz de resultados*. 
+
+casdas

README.Docker.md

@@ -0,0 +1,22 @@
+### Building and running your application
+
+When you're ready, start your application by running:
+`docker compose up --build`.
+
+Your application will be available at http://localhost:8080.
+
+### Deploying your application to the cloud
+
+First, build your image, e.g.: `docker build -t myapp .`.
+If your cloud uses a different CPU architecture than your development
+machine (e.g., you are on a Mac M1 and your cloud provider is amd64),
+you'll want to build the image for that platform, e.g.:
+`docker build --platform=linux/amd64 -t myapp .`.
+
+Then, push it to your registry, e.g. `docker push myregistry.com/myapp`.
+
+Consult Docker's [getting started](https://docs.docker.com/go/get-started-sharing/)
+docs for more detail on building and pushing.
+
+### References
+* [Docker's Python guide](https://docs.docker.com/language/python/)