RAG build parallelization, Mongo connection, alternative UI and knowl…

.env.example

@@ -0,0 +1,20 @@
+# LLM Configuration
+# Set to "true" for local LLM (e.g., Ollama), "false" for remote LLM (e.g., OpenAI)
+LLM_LOCAL=false
+
+# Base URL for local LLM API (only used when LLM_LOCAL=true)
+LLM_BASE_URL=http://llmserver:11434/
+
+# API Keys for different LLM providers
+OPENAI_API_KEY=your-openai-api-key-here
+OLLAMA_API_KEY=
+ANTHROPIC_API_KEY=
+DEEPSEEK_API_KEY=
+
+# MongoDB Configuration
+MONGODB_URI=mongodb://localhost:27017/
+MONGODB_DATABASE=energenius
+MONGODB_COLLECTION=documents
+# Application Settings
+STREAMLIT_SERVER_PORT=8501
+STREAMLIT_SERVER_ADDRESS=0.0.0.0

.gitignore

@@ -176,5 +176,18 @@ private_settings.py
 # Mac 
 .DS_Store
 
+# Temporary files
+*.tmp
+*.bak
+*.log
 # Traing data 
 /knowledge_base/files/
+
+
+*/.streamlit/
+*/.vscode/
+*/prompt.txt
+
+# Project-specific CI/CD and analysis files
+sonar-project.properties
+.gitlab-ci.yml

Dockerfile

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+FROM python:3.13-slim
+
+# Set working directory
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements files
+COPY requirements.txt /app/
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code
+COPY . /app/
+
+# Create directories for knowledge base storage
+RUN mkdir -p /app/knowledge_base/temp_pdfs
+
+# Expose Streamlit default port
+EXPOSE 8501
+
+# Set environment variables
+ENV PYTHONUNBUFFERED=1
+ENV STREAMLIT_SERVER_PORT=8501
+ENV STREAMLIT_SERVER_ADDRESS=0.0.0.0
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
+    CMD curl --fail http://localhost:8501/_stcore/health || exit 1
+
+# Run the Streamlit app
+CMD ["streamlit", "run", "document_manager_ui.py", "--server.port=8501", "--server.address=0.0.0.0"]