diff --git a/Dockerfile b/Dockerfile.backend
similarity index 50%
rename from Dockerfile
rename to Dockerfile.backend
index 6f010a0..0ad53ac 100644
--- a/Dockerfile
+++ b/Dockerfile.backend
@@ -1,7 +1,5 @@
-# Use official Python 3.11 image as the base
-FROM python:3.11
+FROM python:3.10
 
-# Set working directory
 WORKDIR /app
 
 # Install system dependencies
@@ -21,6 +19,18 @@ RUN apt-get update && apt-get install -y \
 
 RUN pip cache purge
 
-COPY . .
+# Install dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
 
-RUN BLIS_ARCH=generic pip install --no-cache-dir -r requirements.txt
\ No newline at end of file
+# Copy application code
+COPY app.py .
+COPY sources/ ./sources/
+COPY prompts/ ./prompts/
+COPY config.ini .
+
+# Expose port
+EXPOSE 8000
+
+# Run the application
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..5597929
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,94 @@
+version: '3.8'
+
+services:
+  redis:
+    container_name: redis
+    image: docker.io/valkey/valkey:8-alpine
+    command: valkey-server --save 30 1 --loglevel warning
+    restart: unless-stopped
+    volumes:
+      - redis-data:/data
+    cap_drop:
+      - ALL
+    cap_add:
+      - SETGID
+      - SETUID
+      - DAC_OVERRIDE
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "1m"
+        max-file: "1"
+    networks:
+      - agentic-seek-net
+
+  searxng:
+    container_name: searxng
+    image: docker.io/searxng/searxng:latest
+    restart: unless-stopped
+    ports:
+      - "8080:8080"
+    volumes:
+      - ./searxng:/etc/searxng:rw
+    environment:
+      - SEARXNG_BASE_URL=http://localhost:8080/
+      - UWSGI_WORKERS=4
+      - UWSGI_THREADS=4
+    cap_add:
+      - CHOWN
+      - SETGID
+      - SETUID
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "1m"
+        max-file: "1"
+    depends_on:
+      - redis
+    networks:
+      - agentic-seek-net
+
+  backend:
+    container_name: backend
+    build:
+      context: .
+      dockerfile: Dockerfile.backend
+    ports:
+      - "8000:8000"
+    volumes:
+      - ./.screenshots:/app/.screenshots:ro  # Mount screenshots folder
+      - ./app.py:/app/app.py:ro             # Mount backend code
+      - ./sources:/app/sources:ro           # Assuming sources/ contains your modules
+      - ./prompts:/app/prompts:ro           # Assuming prompts/ for agent prompts
+      - ./config.ini:/app/config.ini:ro     # Config file
+    environment:
+      - PYTHONUNBUFFERED=1
+    depends_on:
+      - searxng
+      - redis
+    networks:
+      - agentic-seek-net
+
+  frontend:
+    container_name: frontend
+    build:
+      context: ./frontend/agentic-seek
+      dockerfile: Dockerfile.frontend
+    ports:
+      - "3000:3000"
+    volumes:
+      - ./frontend/agentic-seek/src:/app/src  # Live reload for development
+    environment:
+      - NODE_ENV=development
+      - CHOKIDAR_USEPOLLING=true  # Ensure file watching works in Docker
+    depends_on:
+      - backend
+    networks:
+      - agentic-seek-net
+
+volumes:
+  redis-data:
+
+networks:
+  agentic-seek-net:
+    driver: bridge
\ No newline at end of file
diff --git a/frontend/agentic-seek/Dockerfile.frontend b/frontend/agentic-seek/Dockerfile.frontend
new file mode 100644
index 0000000..0215ebd
--- /dev/null
+++ b/frontend/agentic-seek/Dockerfile.frontend
@@ -0,0 +1,16 @@
+FROM node:18
+
+WORKDIR /app
+
+# Install dependencies
+COPY package.json package-lock.json ./
+RUN npm install
+
+# Copy application code
+COPY . .
+
+# Expose port
+EXPOSE 3000
+
+# Run the application
+CMD ["npm", "start"]
\ No newline at end of file
diff --git a/frontend/agentic-seek/src/App.js b/frontend/agentic-seek/src/App.js
index 36966f1..67e266d 100644
--- a/frontend/agentic-seek/src/App.js
+++ b/frontend/agentic-seek/src/App.js
@@ -27,6 +27,7 @@ function App() {
         setError(null);
 
         try {
+            //const res = await axios.post('http://backend:8000/query', { ... });
             const res = await axios.post('http://localhost:8000/query', {
                 query,
                 lang: 'en',
@@ -54,11 +55,12 @@ function App() {
 
     const handleGetScreenshot = async () => {
         try {
+            //const res = await axios.get('http://backend:8000/screenshots/updated_screen.png');
             const res = await axios.get('http://localhost:8000/screenshots/updated_screen.png');
             setResponseData((prev) => ({ ...prev, screenshot: res.data.screenshot }));
             setCurrentView('screenshot');
         } catch (err) {
-            setError('Failed to fetch screenshot.');
+            setError('Browser not in use');
         }
     };
 
@@ -70,7 +72,8 @@ function App() {
             <main className="main">
                 <div className="chat-container">
                     <div className="left-panel">
-                        <h2>Chat</h2>
+                        <h2>C H A T</h2>
+                        <br></br>
                         <div className="messages">
                             {messages.length === 0 ? (
                                 <p className="placeholder">No messages yet. Type below to start!</p>
@@ -110,7 +113,8 @@ function App() {
                         </form>
                     </div>
                     <div className="right-panel">
-                        <h2>Details</h2>
+                        <h2>I N T E R F A C E</h2>
+                        <br></br>
                         <div className="view-selector">
                             <button
                                 className={currentView === 'blocks' ? 'active' : ''}
diff --git a/requirements.txt b/requirements.txt
index 06ae2c6..449367f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,7 @@
+fastapi==0.115.12
+uvicorn==0.34.0
+pydantic==2.10.6
+pydantic_core==2.27.2
 setuptools>=75.6.0
 requests>=2.31.0
 numpy>=1.24.4