diff --git a/.gitignore b/.gitignore
index b7faf40..cf997a8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -137,7 +137,7 @@ celerybeat.pid
 # Environments
 .env
 .envrc
-.venv
+.venv*
 env/
 venv/
 ENV/
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index 7ade341..f7df18a 100755
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -14,6 +14,7 @@
     "GitHub.github-vscode-theme",
     "yzhang.markdown-all-in-one",
     "tamasfe.even-better-toml",
-    "ms-python.vscode-python-envs"
+    "ms-python.vscode-python-envs",
+    "arturock.gitstash"
   ]
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index db3decf..7c6bd38 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,7 +2,14 @@
 
 All notable changes to this repository will be documented in this file.
 
-## [1.0.0]
+## [1.0.0] Sat,10 jan 2026
 
 - Initial release.
-- Include boilerplate with streamlit and fast api
+- Include boilerplate without streamlit and fast api
+
+## [1.2.0] Sat,17 Jan 2026
+
+- Updated UI, using common header and footer.
+- Add clean script.
+- Add exception handling on API.
+- handle 404 on UI
diff --git a/README.md b/README.md
index 044da87..b653ca9 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# Fabric Generator and Search Utility
+# Sample BoilerPlate
 
-A Streamlit template for Recursive Zero repository
+A boilerplate for python project with poetry and fastapi
 
 ## Installation Guide
 
@@ -8,7 +8,6 @@ A Streamlit template for Recursive Zero repository
 
 - Python ≥ 3.11
 - Poetry ≥ 2.2.1
-- Streamlit ≥ 1.49.1
 
 ## Getting Started
 
@@ -34,7 +33,6 @@ Ensure below files are configured (create if not exist) properly to run the proj
 
 - `.env.local`,
 - `.env`, and
-- `.streamlit/secrets.toml`
 
 ## Install Dependencies
 
@@ -51,7 +49,7 @@ poetry install
 
 ## How to Run
 
-## Run Streamlit App
+## Run Sample App
 
 ```bash
 poetry run sample dev
@@ -120,10 +118,12 @@ pip install sample
 
 ## CLI Shortcuts
 
-`sample dev` → Launch Streamlit UI
+`sample dev` → Launch UI
 
 `sample api` → Launch FastAPI
 
+`sample --version` -> check current package version
+
 current version will be printed on start of above commands.
 
 ## Install GIT hooks
@@ -151,6 +151,26 @@ poetry env info
 poetry env remove <environment-full-name>
 ```
 
+## Reset Environment
+
+Use the reset script to clean artifacts and recreate the project virtual environment:
+
+```bash
+./scripts/reset.sh
+```
+
+Note:
+
+On first clone, the script is already executable (permission is tracked in git).
+
+If you see Permission denied, run once:
+
+```bash
+chmod +x scripts/reset.sh
+```
+
+This will completely reset the environment.
+
 ## License
 
 [MIT](./LICENSE)
diff --git a/src/assets/__init__.py b/assets/__init__.py
similarity index 100%
rename from src/assets/__init__.py
rename to assets/__init__.py
diff --git a/assets/css/404.css b/assets/css/404.css
new file mode 100644
index 0000000..8208ec5
--- /dev/null
+++ b/assets/css/404.css
@@ -0,0 +1,5 @@
+.container_404 {
+  height: fit-content;
+  display: grid;
+  place-content: center;
+}
diff --git a/templates/faq.css b/assets/css/faq.css
similarity index 91%
rename from templates/faq.css
rename to assets/css/faq.css
index 415e02b..84936a7 100644
--- a/templates/faq.css
+++ b/assets/css/faq.css
@@ -4,7 +4,7 @@
     --bg: #ffffff;
     --border: #e1e4e8;
     --border-hover: #c1c8cd;
-    --summary-color: #24292e;
+    --summary-color: #0c5baa;
     --text-color: #586069;
   }
 }
@@ -15,14 +15,13 @@
     --bg: #2a2a2a;
     --border: #3a3a3a;
     --border-hover: #4a4a4a;
-    --summary-color: #e1e4e8;
+    --summary-color: #1254ab;
     --text-color: #764ba2;
   }
 }
 
 .faq-container {
-  font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
-  max-width: 900px;
+  width: 100%;
   margin: 20px auto;
   padding: 20px;
   line-height: 1.6;
@@ -59,6 +58,10 @@
       box-shadow: 0 6px 12px rgba(215, 81, 202, 0.12);
       border-color: var(--border-hover);
     }
+
+    &:open {
+      border: 2px dashed grey;
+    }
   }
 
   & p {
@@ -88,4 +91,4 @@
       font-size: 0.9375rem;
     }
   }
-}
\ No newline at end of file
+}
diff --git a/assets/css/style.css b/assets/css/style.css
new file mode 100644
index 0000000..9053144
--- /dev/null
+++ b/assets/css/style.css
@@ -0,0 +1,277 @@
+* {
+  margin: 0;
+  padding: 0;
+  box-sizing: border-box;
+}
+
+body {
+  font-family: "Segoe UI", Tahoma, Geneva, Verdana, sans-serif;
+  background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+  color: #333;
+  line-height: 1.6;
+  min-height: 100vh;
+  position: relative;
+  overflow-x: hidden;
+}
+
+/* Animated background particles */
+body::before {
+  content: "";
+  position: fixed;
+  width: 100%;
+  height: 100%;
+  background-image:
+    radial-gradient(circle at 20% 50%, rgba(255, 255, 255, 0.1) 0%, transparent 50%),
+    radial-gradient(circle at 80% 80%, rgba(255, 255, 255, 0.1) 0%, transparent 50%),
+    radial-gradient(circle at 40% 20%, rgba(255, 255, 255, 0.08) 0%, transparent 50%);
+  animation: float 15s ease-in-out infinite;
+  z-index: 0;
+}
+
+@keyframes float {
+  0%,
+  100% {
+    transform: translateY(0) scale(1);
+  }
+
+  50% {
+    transform: translateY(-20px) scale(1.05);
+  }
+}
+
+.container {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 2rem;
+  position: relative;
+  z-index: 1;
+}
+
+header {
+  background: rgba(255, 255, 255, 0.95);
+  border-radius: 20px;
+  padding: 3rem 2rem;
+  text-align: center;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.3);
+  margin-bottom: 3rem;
+  backdrop-filter: blur(10px);
+  border: 2px solid rgba(255, 255, 255, 0.5);
+  animation: slideDown 0.6s ease-out;
+}
+
+@keyframes slideDown {
+  from {
+    opacity: 0;
+    transform: translateY(-50px);
+  }
+
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+.logo-container {
+  width: 120px;
+  height: 120px;
+  margin: 0 auto 1.5rem;
+  background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+  border-radius: 30px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  box-shadow: 0 10px 30px rgba(102, 126, 234, 0.4);
+  animation: pulse 2s ease-in-out infinite;
+}
+
+@keyframes pulse {
+  0%,
+  100% {
+    transform: scale(1);
+  }
+
+  50% {
+    transform: scale(1.05);
+  }
+}
+
+.logo-container::before {
+  content: "🚀";
+  font-size: 60px;
+}
+
+h1 {
+  font-size: 3rem;
+  background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  margin-bottom: 0.5rem;
+  font-weight: 800;
+}
+
+header p {
+  color: #666;
+  font-size: 1.2rem;
+  font-weight: 300;
+}
+
+.grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
+  gap: 2rem;
+  margin-bottom: 2rem;
+}
+
+section {
+  background: rgba(255, 255, 255, 0.95);
+  border-radius: 15px;
+  padding: 2rem;
+  box-shadow: 0 10px 30px rgba(0, 0, 0, 0.2);
+  backdrop-filter: blur(10px);
+  border: 2px solid rgba(255, 255, 255, 0.5);
+  transition:
+    transform 0.3s ease,
+    box-shadow 0.3s ease;
+  animation: fadeInUp 0.6s ease-out backwards;
+}
+
+section:nth-child(1) {
+  animation-delay: 0.1s;
+}
+
+section:nth-child(2) {
+  animation-delay: 0.2s;
+}
+
+section:nth-child(3) {
+  animation-delay: 0.3s;
+}
+
+section:nth-child(4) {
+  animation-delay: 0.4s;
+}
+
+section:nth-child(5) {
+  animation-delay: 0.5s;
+}
+
+section:nth-child(6) {
+  animation-delay: 0.6s;
+}
+
+@keyframes fadeInUp {
+  from {
+    opacity: 0;
+    transform: translateY(30px);
+  }
+
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+section:hover {
+  transform: translateY(-5px);
+  box-shadow: 0 15px 40px rgba(0, 0, 0, 0.3);
+}
+
+h2 {
+  color: #667eea;
+  font-size: 1.8rem;
+  margin-bottom: 1rem;
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+h2::before {
+  content: "▸";
+  color: #764ba2;
+  font-weight: bold;
+}
+
+ol,
+ul {
+  margin-left: 1.5rem;
+  margin-top: 1rem;
+}
+
+li {
+  margin-bottom: 0.5rem;
+  color: #555;
+}
+
+pre {
+  background: #1e1e1e;
+  border-radius: 10px;
+  padding: 1.5rem;
+  overflow-x: auto;
+  margin-top: 1rem;
+  box-shadow: inset 0 2px 10px rgba(0, 0, 0, 0.3);
+}
+
+code {
+  color: #b42bb9;
+  font-style: normal;
+  font-weight: 800;
+  line-height: 1.6;
+}
+
+.command-line {
+  color: #4ec9b0;
+}
+
+footer {
+  background: rgba(255, 255, 255, 0.95);
+  border-radius: 15px;
+  padding: 2rem;
+  text-align: center;
+  box-shadow: 0 10px 30px rgba(0, 0, 0, 0.2);
+  backdrop-filter: blur(10px);
+  border: 2px solid rgba(255, 255, 255, 0.5);
+  margin-top: 3rem;
+  animation: fadeInUp 0.6s ease-out 0.7s backwards;
+  position: absolute;
+  bottom: 2rem;
+  width: 100%;
+}
+
+footer p {
+  color: #666;
+  font-size: 1rem;
+}
+
+.badge {
+  display: inline-block;
+  background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+  color: white;
+  padding: 0.3rem 0.8rem;
+  border-radius: 20px;
+  font-size: 0.85rem;
+  font-weight: 600;
+  margin-right: 0.5rem;
+  box-shadow: 0 2px 10px rgba(102, 126, 234, 0.4);
+}
+
+@media (max-width: 768px) {
+  h1 {
+    font-size: 2rem;
+  }
+
+  .grid {
+    grid-template-columns: 1fr;
+  }
+
+  section {
+    padding: 1.5rem;
+  }
+}
+
+pre {
+  margin: 0;
+  padding: 1.25rem;
+  word-wrap: normal;
+  white-space: pre-line;
+}
diff --git a/src/assets/images/__init__.py b/assets/images/__init__.py
similarity index 100%
rename from src/assets/images/__init__.py
rename to assets/images/__init__.py
diff --git a/src/assets/images/logo.png b/assets/images/logo.png
similarity index 100%
rename from src/assets/images/logo.png
rename to assets/images/logo.png
diff --git a/docs/AWS_integration.md b/docs/AWS_integration.md
deleted file mode 100644
index c0496e7..0000000
--- a/docs/AWS_integration.md
+++ /dev/null
@@ -1,315 +0,0 @@
-# Amazon S3 Integration Documentation
-
-## Overview
-
-This document provides comprehensive information about the integration of Amazon S3 into the application. It covers the purpose of the integration, setup instructions, and usage for various functionalities such as file uploads, downloads,
-and image processing workflows.
-
----
-
-## 1. Introduction
-
-Amazon Simple Storage Service (S3) is used for scalable, secure, and highly available object storage. In this application, S3 is integrated for:
-
-- Uploading and storing image files.
-- Generating pre-signed URLs for secure file access.
-- Organizing images into structured folders.
-- Enabling workflows for image processing and database updates.
-
----
-
-## 2. Prerequisites
-
-To use the S3 integration, ensure the following:
-
-### Required Tools and Access
-
-- **AWS Account**: Ensure you have an active AWS account.
-- **IAM User or Role**: Create an IAM user or role with the required permissions for S3. Attach the `AmazonS3FullAccess` policy or a custom policy that grants the necessary access.
-- **AWS CLI**:(Optional)
-
-  - Install the AWS Command Line Interface (CLI):
-
-    ```bash
-    pip install awscli
-    ```
-
-  - Configure the CLI with your AWS credentials:
-
-    ```bash
-    aws configure
-    ```
-
-- **Python Libraries**:
-
-  - Ensure you have the following Python libraries installed:
-
-    ```bash
-    pip install boto3 python-dotenv opencv-python-headless numpy
-    ```
-
-### S3 Bucket Setup
-
-1. **Create an S3 Bucket**:
-
-   - Log in to the AWS Management Console.
-   - Navigate to the **S3** service.
-   - Click **Create bucket** and provide a unique bucket name.
-   - Select the desired AWS region.
-   - Configure bucket options (e.g., versioning, encryption).
-
-2. **Set Bucket Policies**:
-
-   - Grant access permissions by defining a bucket policy. Example policy:
-
-```json
-{
-  "Version": "2012-10-17",
-  "Statement": [
-    {
-      "Effect": "Allow",
-      "Principal": {
-        "AWS": "arn:aws:iam::970547383153:root"
-      },
-      "Action": ["s3:PutObject", "s3:GetObject", "s3:ListBucket", "s3:DeleteObject"],
-      "Resource": ["arn:aws:s3:::fabric-storage-bucket", "arn:aws:s3:::fabric-storage-bucket/*"]
-    }
-  ]
-}
-```
-
--
-
-1. **Enable CORS Configuration**:
-
-   - Configure Cross-Origin Resource Sharing (CORS) for the bucket if required. Example:
-
-```json
-[
-  {
-    "AllowedHeaders": ["*"],
-    "AllowedMethods": ["GET", "PUT", "POST", "DELETE", "HEAD"],
-    "AllowedOrigins": ["*"],
-    "ExposeHeaders": ["ETag"]
-  }
-]
-```
-
-## 📘 Creating a Custom IAM User Policy in AWS Console
-
-This guide walks you through the steps to create a custom IAM policy that grants specific S3 bucket access using the AWS Management Console.
-
-Grant the IAM user fabric_search_user permissions to interact with a specified Amazon S3 bucket (e.g., list, read, write, and delete objects).
-
-Prerequisites
-You must have sufficient AWS IAM permissions to manage users and policies.
-
-The S3 bucket name should be known (e.g., fabric-storage-bucket).
-
-📝 Steps to Attach the IAM Policy
-
-1. Go to the IAM Console
-   Open this URL:
-   <https://console.aws.amazon.com/iam/users>
-
-2. Select Your User
-   Find and click on the IAM user:
-   `fabric_search_user` or `custom_user`
-
-3. Navigate to the “Permissions” Tab
-   In the user details page, click on the Permissions tab.
-
-4. Start the Add Permissions Workflow
-   Click the “Add permissions” button.
-   Then choose:
-
-   - Attach policies directly
-
-5. Create a New Policy
-   Click “Create policy” (located at the bottom left of the page).
-   This will open the policy creation interface.
-
-6. Switch to the JSON Editor
-   Click the “JSON” tab.
-
-Replace the default policy with the following:
-
-```json
-{
-  "Version": "2012-10-17",
-  "Statement": [
-    {
-      "Sid": "AllowFabricBucketAccess",
-      "Effect": "Allow",
-      "Action": ["s3:ListBucket", "s3:GetObject", "s3:PutObject", "s3:DeleteObject"],
-      "Resource": ["arn:aws:s3:::fabric-storage-bucket", "arn:aws:s3:::fabric-storage-bucket/*"]
-    }
-  ]
-}
-```
-
-🔁 Important: Replace `fabric-storage-bucket `with your actual S3 bucket name if different.
-
-1. Name and Create the Policy
-   Click “Next”, then provide a name for your policy.
-   📄 Example: FabricS3AccessPolicy
-   Then click “Create policy” to save it.
-
-2. Attach the Policy to the User
-
-   - Go back to the IAM user: `fabric_search_user` or `custom_user`
-
-   - Click Add permissions again
-
-   - Choose: Attach existing policies directly
-
-   - Search for the policy you just created (FabricS3AccessPolicy)
-
-   - Check the box next to the policy
-
-   - Click Add permissions
-
-✅ Verification
-After attaching the policy, verify the user has the correct permissions by:
-
-Navigating to the user’s Permissions tab
-
-Confirming that FabricS3AccessPolicy appears in the attached policies list
-
-1. **Enable Versioning**:
-
-   - Turn on versioning to keep multiple versions of an object in the bucket.
-
----
-
-## 3. Environment Variables
-
-The application uses environment variables for secure configuration. Add the following variables to a `.env` or`constants.py` file:
-
-```env
-AWS_ACCESS_KEY_ID=<your-access-key-id>
-AWS_SECRET_ACCESS_KEY=<your-secret-access-key>
-AWS_REGION=<your-region>
-
-```
-
----
-
-## 4. AWS S3 Bucket Structure
-
-The S3 bucket is structured into the following folders:
-
-- **search_uploads/**: Stores original uploaded images.
-- **generated/**: Stores processed/generated images.
-- **single_images/**: Stores single image files uploaded by users.
-- **group_images/**: Stores grouped image files for processing.
-- **table/fabric_table**: Stores metadata.
-
-### Example
-
-```bash
-fabric-storage-bucket
-├── search_uploads/
-├── generated/
-└── uploaded/single_images/
-├── uploaded/group_images/
-└── table/fabric_table/
-
-```
-
----
-
-## 5. Key Features
-
-### 5.1 File Upload to S3
-
-Allows uploading files to specific S3 folders.
-
-- Function: `upload_file_to_s3(file, bucket_name, s3_key)`
-- Parameters:
-  - `file`: File object to be uploaded.
-  - `bucket_name`: Name of the S3 bucket.
-  - `s3_key`: Path (key) within the bucket.
-- Returns: `True` on success, `False` otherwise.
-
-### 5.2 Generate Pre-Signed URLs
-
-Generates secure, temporary URLs for accessing S3 objects.
-
-- Function: `generate_presigned_url(bucket_name, object_key, expiration=3600)`
-- Parameters:
-  - `bucket_name`: Name of the S3 bucket.
-  - `object_key`: Path (key) within the bucket.
-  - `expiration`: Time in seconds before the URL expires (default: 3600).
-- Returns: URL string or `None` on failure.
-
-### 5.3 List Objects in S3
-
-Lists objects in specific folders of the S3 bucket.
-
-- Example folders: `single_images`, `group_images`, `generated`.
-- Usage within API endpoints like `/image/list`.
-
-### 5.4 Process and Store Images
-
-Processes uploaded images, generates new images, and stores them in the `generated/` folder.
-
----
-
-## 7. Helper Functions
-
-### 7.1 Upload to S3
-
-```python
-def upload_file_to_s3(file, bucket_name, s3_key):
-    try:
-        s3_client.upload_fileobj(file, bucket_name, s3_key)
-        return True
-    except Exception as e:
-        logger.error(f"S3 Upload Failed: {e}")
-        return False
-```
-
-### 7.2 Generate Pre-Signed URL
-
-```python
-def generate_presigned_url(bucket_name, object_key, expiration=3600):
-    try:
-        return s3_client.generate_presigned_url(
-            "get_object",
-            Params={"Bucket": bucket_name, "Key": object_key},
-            ExpiresIn=expiration,
-        )
-    except Exception as e:
-        logger.error(f"Pre-Signed URL Generation Failed: {e}")
-        return None
-```
-
----
-
-## 8. Error Handling
-
-- **File Upload Errors**: Returns 500 with descriptive messages.
-- **Pre-Signed URL Failures**: Returns 500 if URL generation fails.
-- **S3 Object Listing Issues**: Logs the stack trace and returns 500.
-
-## 10. Best Practices
-
-- Use IAM roles with least privilege for accessing S3.
-- Validate all user inputs.
-- Enable S3 versioning for important data.
-- Use lifecycle policies to manage storage costs.
-
----
-
-## 11. Troubleshooting
-
-### Common Issues
-
-1. **Access Denied Errors**:
-
-   - Ensure the AWS access key and secret key have proper permissions.
-   - Check S3 bucket policies.
-
-2. **File Not Found in S3**:
-   - Verify the folder structure and `s3_key`.
diff --git a/docs/BUILD.md b/docs/BUILD.md
index 48b1e00..659faac 100644
--- a/docs/BUILD.md
+++ b/docs/BUILD.md
@@ -40,7 +40,7 @@ pip show sample
 
 ## CLI Shortcuts
 
-`sample dev` → Launch Streamlit UI
+`sample dev` → Launch frontend
 
 `sample api` → Launch FastAPI
 
diff --git a/docs/CLOUD.md b/docs/CLOUD.md
deleted file mode 100644
index e86c15a..0000000
--- a/docs/CLOUD.md
+++ /dev/null
@@ -1,103 +0,0 @@
-# Cloud Deployment
-
-- Install python v 3.12, streamlit and poetry using pip
-
-```sh
-sudo apt install python3-pip python3-venv
-pip install streamlit
-curl -sSL https://install.python-poetry.org | python3.12 -
-echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.bashrc
-# install additional required packages
-sudo apt install -y libglib2.0-0 libsm6 libxrender1 libxext6
-sudo apt install -y libgl1
-```
-
-config poetry and virtual environment
-
-```sh
-poetry config --global virtualenvs.prefer-active-python true
-sudo mkdir -p /opt/venv
-sudo chown $USER:$USER /opt/venv
-echo 'export POETRY_VIRTUALENVS_PATH=/opt/venv' >> ~/.bashrc
-source ~/.bashrc
-poetry config virtualenvs.in-project false
-poetry config virtualenvs.path /opt/venv
-poetry env info
-
-```
-
-- copy sample repo in a folder
-- copy `.env` and `.streamlit/config.toml` to that folder
-- go to folder and install package dependencies
-
-```sh
-poetry lock --no-cache
-poetry install --all-extras --with dev
-```
-
-## run python app standalone ( not recommended )
-
-```sh
-nohup poetry run sample dev > sample.log 2>&1 &
-
-# check log
-
-tail -f sample.log
-```
-
-here we have to stop and start again manually checking port `lsof -ti:8501 | xargs kill -9` and many other manual work
-
-so better use system service method as below
-
-## run app using system service
-
-- create service file
-
-### /etc/systemd/system/sample.service
-
-```sh
-[Unit]
-Description=Sample App (via Poetry)
-After=network.target
-
-[Service]
-User=root
-WorkingDirectory=/opt/project/path/sample
-Environment="HOME=/root"
-Environment="PYTHONUNBUFFERED=1"
-Environment="PATH=/root/.local/bin:/usr/local/bin:/usr/bin:/bin"
-ExecStart=/root/.local/bin/poetry run sample dev
-Restart=always
-RestartSec=5
-
-# Optional: persistent logs
-StandardOutput=append:/var/log/sample.log
-StandardError=append:/var/log/sample-error.log
-
-[Install]
-WantedBy=multi-user.target
-
-```
-
-now start the service using
-
-```sh
-sudo systemctl daemon-reload
-sudo systemctl restart sample
-```
-
-to stop/disable
-
-```sh
-sudo systemctl disable sample
-# to check status
-sudo systemctl status sample
-```
-
-to check running logs
-
-```sh
-
-tail -f /var/log/sample-error.log
-
-```
diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md
index 5a9fccd..edafa60 100644
--- a/docs/DEPLOYMENT.md
+++ b/docs/DEPLOYMENT.md
@@ -1,6 +1,6 @@
 # Deployment Guide
 
-## Export Requirements for Streamlit
+## Export Requirements
 
 ```bash
 poetry export -f requirements.txt --without-hashes --output requirements.txt \
diff --git a/docs/INSTALL.md b/docs/INSTALL.md
index c6a7e7e..c361567 100644
--- a/docs/INSTALL.md
+++ b/docs/INSTALL.md
@@ -4,7 +4,6 @@
 
 - Python ≥ 3.11
 - Poetry ≥ 2.2.1
-- Streamlit ≥ 1.49.1
 
 ## Getting Started
 
@@ -26,7 +25,7 @@ pip install poetry>=1.5.0
 poetry config virtualenvs.path /your/desired/path
 ```
 
-Ensure `.env.local`, `.env`, and `.streamlit/secrets.toml` are configured with appropriate keys.
+Ensure `.env.local`, `.env` are configured with appropriate keys.
 
 ## Install Dependencies
 
diff --git a/docs/POETRY_COMMANDS.md b/docs/POETRY_COMMANDS.md
index 6b26ff9..46314a3 100644
--- a/docs/POETRY_COMMANDS.md
+++ b/docs/POETRY_COMMANDS.md
@@ -25,6 +25,26 @@ poetry install
 
 Note: run `poetry install` command before running `poetry shell`
 
+## Reset Environment
+
+Use the reset script to clean artifacts and recreate the project virtual environment:
+
+```bash
+./scripts/reset.sh
+```
+
+Note:
+
+On first clone, the script is already executable (permission is tracked in git).
+
+If you see Permission denied, run once:
+
+```bash
+chmod +x scripts/reset.sh
+```
+
+This will completely reset the environment.
+
 ## delete virtual environment if it is on custom location
 
 1. To check the custom location run `poetry env info --path` also you can check all config using
diff --git a/docs/USAGE.md b/docs/USAGE.md
deleted file mode 100644
index aea36eb..0000000
--- a/docs/USAGE.md
+++ /dev/null
@@ -1,31 +0,0 @@
-# How to Run
-
-## Run Streamlit App
-
-```bash
-poetry run sample dev
-
-```
-
-Access: <http://localhost:8501>
-
-## Run FastAPI Server
-
-```bash
-poetry run sample api
-# OR
-python src/api/fast_api.py
-```
-
-Access: <http://127.0.0.1:5000>
-
-## 🧹 Linting & Code Quality
-
-Pre-commit hooks are enabled. If commits fail, run:
-
-```bash
-poetry run black .
-poetry run flake8 .
-poetry run mypy .
-poetry run ruff check .
-```
diff --git a/docs/setup-for-osx.md b/docs/setup-for-osx.md
index 56ad1af..d973495 100644
--- a/docs/setup-for-osx.md
+++ b/docs/setup-for-osx.md
@@ -76,7 +76,7 @@ poetry run ruff check
 poetry show --tree
 ```
 
-3. **Run the Streamlit application:**
+3. **Run the Sample app:**
 
 ```sh
 poetry run sample dev
diff --git a/docs/setup-for-windows.md b/docs/setup-for-windows.md
index c2a0bfd..cd318d4 100644
--- a/docs/setup-for-windows.md
+++ b/docs/setup-for-windows.md
@@ -4,7 +4,7 @@
 
 ### Prerequisites
 
-- Python v3.12.7+
+- Python v3.11.7+
 - Windows 10/11
 
 1. **Navigate to the project root:**
diff --git a/docs/test_api.md b/docs/test_api.md
deleted file mode 100644
index 344f8d9..0000000
--- a/docs/test_api.md
+++ /dev/null
@@ -1,111 +0,0 @@
-# 🔪 API Manual Test Guide
-
-This guide contains all `curl` commands to test your FastAPI endpoints locally at `http://127.0.0.1:5000`.
-
----
-
-## 1. Health Check
-
-```cmd
-curl http://127.0.0.1:5000/health
-```
-
-### ⏱️ Loop to exceed rate limit (CMD)
-
-```cmd
-for /L %i in (1,1,100) do curl http://127.0.0.1:5000/health
-```
-
----
-
-## 2. Home Page (HTML)
-
-```cmd
-curl http://127.0.0.1:5000/
-```
-
----
-
-## 3. Rate Limit Info
-
-```cmd
-curl http://127.0.0.1:5000/rate-limit-info
-```
-
----
-
-## 4. Create Table (PUT)
-
-```cmd
-curl -X PUT http://127.0.0.1:5000/api/v1/create/table
-```
-
----
-
-## 5. Update Table (PUT)
-
-```cmd
-curl -X PUT http://127.0.0.1:5000/api/v1/update/table
-```
-
----
-
-## 6. Search Endpoint
-
-### a. Text-Based Search
-
-```cmd
-curl -X POST http://127.0.0.1:5000/api/v1/search -F "search_term=blue pattern" -F "limit=10"
--F "page=1" -F "per_page=10"
-```
-
-### b. Image Search
-
-```cmd
-curl -X POST http://127.0.0.1:5000/api/v1/search -F "file=@path\to\image.jpg" -F "limit=10"
--F "page=1" -F "per_page=10"
-```
-
-> Replace `path\to\image.jpg` with a valid path on your machine.
-
----
-
-## 7. Analyze Fabric
-
-```cmd
-curl -X POST http://127.0.0.1:5000/api/v1/analyze/fabric -F "file=@path\to\fabric.jpg" -F "analysis_type=short"
-```
-
----
-
-## 8. Process Fabric Images
-
-```cmd
-curl -X POST http://127.0.0.1:5000/api/v1/process/fabric -F "single_image=@path\to\single.jpg"
--F "group_image=@path\to\group.jpg"
--F "mode=Fabric Mask (Smooth Blend)"
-```
-
----
-
-## 🔁 Loop Test for Rate Limiting
-
-### Text Search Loop (100 Requests)
-
-```cmd
-for /L %i in (1,1,100) do curl -X POST http://127.0.0.1:5000/api/v1/search -F "search_term=test %i"
--F "limit=10" -F "page=1"
--F "per_page=10"
-```
-
-> Customize `%i` to test dynamic input. Expect 429 (Too Many Requests) after rate limit is hit.
-
----
-
-## ✅ Tips
-
-- Run these commands in **Windows CMD**
-- Do **not use `\` for multi-line** in CMD. Combine all options on one line.
-- Use `timeout /t 1 >nul` between requests if you want delays.
-
----
diff --git a/poetry.lock b/poetry.lock
index 1e3e98b..1bf16f7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,30 +1,5 @@
 # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
-[[package]]
-name = "altair"
-version = "6.0.0"
-description = "Vega-Altair: A declarative statistical visualization library for Python."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "altair-6.0.0-py3-none-any.whl", hash = "sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8"},
-    {file = "altair-6.0.0.tar.gz", hash = "sha256:614bf5ecbe2337347b590afb111929aa9c16c9527c4887d96c9bc7f6640756b4"},
-]
-
-[package.dependencies]
-jinja2 = "*"
-jsonschema = ">=3.0"
-narwhals = ">=1.27.1"
-packaging = "*"
-typing-extensions = {version = ">=4.12.0", markers = "python_version < \"3.15\""}
-
-[package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=1.1.3)", "pyarrow (>=11)", "vegafusion (>=2.0.3)", "vl-convert-python (>=1.8.0)"]
-dev = ["duckdb (>=1.0) ; python_version < \"3.14\"", "geopandas (>=0.14.3) ; python_version < \"3.14\"", "hatch (>=1.13.0)", "ipykernel", "ipython", "mistune", "mypy", "pandas (>=1.1.3)", "pandas-stubs", "polars (>=0.20.3)", "pyarrow-stubs", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.9.5)", "taskipy (>=1.14.1)", "tomli (>=2.2.1)", "types-jsonschema", "types-setuptools"]
-doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow", "pydata-sphinx-theme (>=0.14.1)", "scipy", "scipy-stubs ; python_version >= \"3.10\"", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
-save = ["vl-convert-python (>=1.8.0)"]
-
 [[package]]
 name = "annotated-doc"
 version = "0.0.4"
@@ -51,14 +26,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.12.0-py3-none-any.whl", hash = "sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb"},
-    {file = "anyio-4.12.0.tar.gz", hash = "sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0"},
+    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
 ]
 
 [package.dependencies]
@@ -104,7 +79,7 @@ version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
@@ -129,7 +104,7 @@ description = "Backport of CPython tarfile module"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
-markers = "python_version < \"3.12\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\""
 files = [
     {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
     {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
@@ -228,18 +203,6 @@ webencodings = "*"
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.5)"]
 
-[[package]]
-name = "blinker"
-version = "1.9.0"
-description = "Fast, simple object-to-object and broadcast signaling"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
-    {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
-]
-
 [[package]]
 name = "boolean-py"
 version = "5.0"
@@ -280,28 +243,16 @@ dev = ["cachecontrol[filecache,redis]", "cheroot (>=11.1.2)", "cherrypy", "codes
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
-[[package]]
-name = "cachetools"
-version = "6.2.4"
-description = "Extensible memoizing collections and decorators"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "cachetools-6.2.4-py3-none-any.whl", hash = "sha256:69a7a52634fed8b8bf6e24a050fb60bff1c9bd8f6d24572b99c32d4e71e62a51"},
-    {file = "cachetools-6.2.4.tar.gz", hash = "sha256:82c5c05585e70b6ba2d3ae09ea60b79548872185d2f24ae1f2709d37299fd607"},
-]
-
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -408,7 +359,7 @@ version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d"},
     {file = "charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8"},
@@ -684,9 +635,10 @@ files = [
 name = "dnspython"
 version = "2.8.0"
 description = "DNS toolkit"
-optional = false
+optional = true
 python-versions = ">=3.10"
 groups = ["main"]
+markers = "extra == \"mongo\""
 files = [
     {file = "dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af"},
     {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
@@ -724,6 +676,20 @@ files = [
     {file = "docutils-0.22.4.tar.gz", hash = "sha256:4db53b1fde9abecbb74d91230d32ab626d94f6badfc575d6db9194a49df29968"},
 ]
 
+[[package]]
+name = "dotenv"
+version = "0.9.9"
+description = "Deprecated package"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "dotenv-0.9.9-py2.py3-none-any.whl", hash = "sha256:29cf74a087b31dafdb5a446b6d7e11cbce8ed2741540e2339c69fbef92c94ce9"},
+]
+
+[package.dependencies]
+python-dotenv = "*"
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -798,14 +764,14 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.20.1"
+version = "3.20.3"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "filelock-3.20.1-py3-none-any.whl", hash = "sha256:15d9e9a67306188a44baa72f569d2bfd803076269365fdea0934385da4dc361a"},
-    {file = "filelock-3.20.1.tar.gz", hash = "sha256:b8360948b351b80f420878d8516519a2204b07aefcdcfd24912a5d33127f188c"},
+    {file = "filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1"},
+    {file = "filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1"},
 ]
 
 [[package]]
@@ -825,40 +791,6 @@ mccabe = ">=0.7.0,<0.8.0"
 pycodestyle = ">=2.14.0,<2.15.0"
 pyflakes = ">=3.4.0,<3.5.0"
 
-[[package]]
-name = "gitdb"
-version = "4.0.12"
-description = "Git Object Database"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
-    {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
-]
-
-[package.dependencies]
-smmap = ">=3.0.1,<6"
-
-[[package]]
-name = "gitpython"
-version = "3.1.45"
-description = "GitPython is a Python library used to interact with Git repositories"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
-    {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
-]
-
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-
-[package.extras]
-doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
-test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
-
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -913,7 +845,7 @@ description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.12\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\""
 files = [
     {file = "importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151"},
     {file = "importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb"},
@@ -992,15 +924,15 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 
 [[package]]
 name = "jaraco-context"
-version = "6.0.2"
+version = "6.1.0"
 description = "Useful decorators and context managers"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
 files = [
-    {file = "jaraco_context-6.0.2-py3-none-any.whl", hash = "sha256:55fc21af4b4f9ca94aa643b6ee7fe13b1e4c01abf3aeb98ca4ad9c80b741c786"},
-    {file = "jaraco_context-6.0.2.tar.gz", hash = "sha256:953ae8dddb57b1d791bf72ea1009b32088840a7dd19b9ba16443f62be919ee57"},
+    {file = "jaraco_context-6.1.0-py3-none-any.whl", hash = "sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda"},
+    {file = "jaraco_context-6.1.0.tar.gz", hash = "sha256:129a341b0a85a7db7879e22acd66902fda67882db771754574338898b2d5d86f"},
 ]
 
 [package.dependencies]
@@ -1095,21 +1027,21 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.25.1"
+version = "4.26.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.9"
-groups = ["main", "dev"]
+python-versions = ">=3.10"
+groups = ["dev"]
 files = [
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 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
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+
+[package.dependencies]
+dnspython = ">=2.6.1,<3.0.0"
 
 [package.extras]
 aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
-docs = ["furo (==2025.7.19)", "readthedocs-sphinx-search (>=0.3,<1.0)", "sphinx (>=5.3,<9)", "sphinx-autobuild (>=2020.9.1)", "sphinx-rtd-theme (>=2,<4)", "sphinxcontrib-shellcheck (>=1,<2)"]
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-snappy = ["python-snappy"]
-test = ["pytest (>=8.2)", "pytest-asyncio (>=0.24.0)"]
-zstd = ["zstandard"]
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+gssapi = ["pykerberos (>=1.2.4) ; os_name != \"nt\"", "winkerberos (>=0.5.0) ; os_name == \"nt\""]
+ocsp = ["certifi (>=2023.7.22) ; os_name == \"nt\" or sys_platform == \"darwin\"", "cryptography (>=42.0.0)", "pyopenssl (>=23.2.0)", "requests (>=2.23.0,<3.0)", "service-identity (>=23.1.0)"]
+snappy = ["python-snappy (>=0.6.0)"]
+test = ["importlib-metadata (>=7.0) ; python_version < \"3.13\"", "pytest (>=8.2)", "pytest-asyncio (>=0.24.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "pyparsing"
@@ -2889,7 +2346,7 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
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@@ -2899,17 +2356,20 @@ files = [
 six = ">=1.5"
 
 [[package]]
-name = "pytz"
-version = "2025.2"
-description = "World timezone definitions, modern and historical"
+name = "python-dotenv"
+version = "1.2.1"
+description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = "*"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
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+    {file = "python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61"},
+    {file = "python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6"},
 ]
 
+[package.extras]
+cli = ["click (>=5.0)"]
+
 [[package]]
 name = "pywin32-ctypes"
 version = "0.2.3"
@@ -3054,7 +2514,7 @@ version = "0.37.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
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@@ -3071,7 +2531,7 @@ version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
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@@ -3142,7 +2602,7 @@ version = "0.30.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "rpds_py-0.30.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288"},
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@@ -3312,24 +2772,12 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
-[[package]]
-name = "smmap"
-version = "5.0.2"
-description = "A pure Python implementation of a sliding window memory map manager"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"},
-    {file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"},
-]
-
 [[package]]
 name = "sortedcontainers"
 version = "2.4.0"
@@ -3393,63 +2841,6 @@ typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""
 [package.extras]
 full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
 
-[[package]]
-name = "streamlit"
-version = "1.52.2"
-description = "A faster way to build and share data apps"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
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-    {file = "streamlit-1.52.2.tar.gz", hash = "sha256:64a4dda8bc5cdd37bfd490e93bb53da35aaef946fcfc283a7980dacdf165108b"},
-]
-
-[package.dependencies]
-altair = ">=4.0,<5.4.0 || >5.4.0,<5.4.1 || >5.4.1,<7"
-blinker = ">=1.5.0,<2"
-cachetools = ">=4.0,<7"
-click = ">=7.0,<9"
-gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
-numpy = ">=1.23,<3"
-packaging = ">=20"
-pandas = ">=1.4.0,<3"
-pillow = ">=7.1.0,<13"
-protobuf = ">=3.20,<7"
-pyarrow = ">=7.0"
-pydeck = ">=0.8.0b4,<1"
-requests = ">=2.27,<3"
-tenacity = ">=8.1.0,<10"
-toml = ">=0.10.1,<2"
-tornado = ">=6.0.3,<6.5.0 || >6.5.0,<7"
-typing-extensions = ">=4.4.0,<5"
-watchdog = {version = ">=2.1.5,<7", markers = "platform_system != \"Darwin\""}
-
-[package.extras]
-all = ["rich (>=11.0.0)", "streamlit[auth,charts,pdf,performance,snowflake,sql]"]
-auth = ["Authlib (>=1.3.2)"]
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+    {file = "tomli-2.4.0-cp314-cp314t-win32.whl", hash = "sha256:d878f2a6707cc9d53a1be1414bbb419e629c3d6e67f69230217bb663e76b5087"},
+    {file = "tomli-2.4.0-cp314-cp314t-win_amd64.whl", hash = "sha256:2add28aacc7425117ff6364fe9e06a183bb0251b03f986df0e78e974047571fd"},
+    {file = "tomli-2.4.0-cp314-cp314t-win_arm64.whl", hash = "sha256:2b1e3b80e1d5e52e40e9b924ec43d81570f0e7d09d11081b797bc4692765a3d4"},
+    {file = "tomli-2.4.0-py3-none-any.whl", hash = "sha256:1f776e7d669ebceb01dee46484485f43a4048746235e683bcdffacdf1fb4785a"},
+    {file = "tomli-2.4.0.tar.gz", hash = "sha256:aa89c3f6c277dd275d8e243ad24f3b5e701491a860d5121f2cdd399fbb31fc9c"},
 ]
 
 [[package]]
@@ -3551,7 +2935,7 @@ version = "6.5.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "tornado-6.5.4-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d6241c1a16b1c9e4cc28148b1cda97dd1c6cb4fb7068ac1bedc610768dff0ba9"},
     {file = "tornado-6.5.4-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:2d50f63dda1d2cac3ae1fa23d254e16b5e38153758470e9956cbc3d813d40843"},
@@ -3636,28 +3020,16 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.12.0"
 
-[[package]]
-name = "tzdata"
-version = "2025.3"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
-groups = ["main"]
-files = [
-    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
-    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
-]
-
 [[package]]
 name = "urllib3"
-version = "2.6.2"
+version = "2.6.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
-    {file = "urllib3-2.6.2-py3-none-any.whl", hash = "sha256:ec21cddfe7724fc7cb4ba4bea7aa8e2ef36f607a4bab81aa6ce42a13dc3f03dd"},
-    {file = "urllib3-2.6.2.tar.gz", hash = "sha256:016f9c98bb7e98085cb2b4b17b87d2c702975664e4f060c6532e64d1c1a5e797"},
+    {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"},
+    {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},
 ]
 
 [package.extras]
@@ -3701,50 +3073,6 @@ files = [
 [package.dependencies]
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
-[[package]]
-name = "watchdog"
-version = "6.0.0"
-description = "Filesystem events monitoring"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "platform_system != \"Darwin\""
-files = [
-    {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26"},
-    {file = "watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112"},
-    {file = "watchdog-6.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c897ac1b55c5a1461e16dae288d22bb2e412ba9807df8397a635d88f671d36c3"},
-    {file = "watchdog-6.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6eb11feb5a0d452ee41f824e271ca311a09e250441c262ca2fd7ebcf2461a06c"},
-    {file = "watchdog-6.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ef810fbf7b781a5a593894e4f439773830bdecb885e6880d957d5b9382a960d2"},
-    {file = "watchdog-6.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:afd0fe1b2270917c5e23c2a65ce50c2a4abb63daafb0d419fde368e272a76b7c"},
-    {file = "watchdog-6.0.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948"},
-    {file = "watchdog-6.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860"},
-    {file = "watchdog-6.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0"},
-    {file = "watchdog-6.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c"},
-    {file = "watchdog-6.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134"},
-    {file = "watchdog-6.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b"},
-    {file = "watchdog-6.0.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e6f0e77c9417e7cd62af82529b10563db3423625c5fce018430b249bf977f9e8"},
-    {file = "watchdog-6.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:90c8e78f3b94014f7aaae121e6b909674df5b46ec24d6bebc45c44c56729af2a"},
-    {file = "watchdog-6.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e7631a77ffb1f7d2eefa4445ebbee491c720a5661ddf6df3498ebecae5ed375c"},
-    {file = "watchdog-6.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:c7ac31a19f4545dd92fc25d200694098f42c9a8e391bc00bdd362c5736dbf881"},
-    {file = "watchdog-6.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9513f27a1a582d9808cf21a07dae516f0fab1cf2d7683a742c498b93eedabb11"},
-    {file = "watchdog-6.0.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7a0e56874cfbc4b9b05c60c8a1926fedf56324bb08cfbc188969777940aef3aa"},
-    {file = "watchdog-6.0.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:e6439e374fc012255b4ec786ae3c4bc838cd7309a540e5fe0952d03687d8804e"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c"},
-    {file = "watchdog-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2"},
-    {file = "watchdog-6.0.0-py3-none-win32.whl", hash = "sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a"},
-    {file = "watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680"},
-    {file = "watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f"},
-    {file = "watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282"},
-]
-
-[package.extras]
-watchmedo = ["PyYAML (>=3.10)"]
-
 [[package]]
 name = "wcwidth"
 version = "0.2.14"
@@ -3791,7 +3119,7 @@ description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.12\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\""
+markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\" and python_version < \"3.12\""
 files = [
     {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
     {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
@@ -3805,7 +3133,10 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
+[extras]
+mongo = ["pymongo"]
+
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.13"
-content-hash = "ea32b3573fb2acedd9c775395f3a0f1d263f0df7b5d9ee91dcd6aeff6db13165"
+content-hash = "2d30e1cf477f739c96708c1d316372dd0403102c5065e7eba87263bb01a3ceca"
diff --git a/pyproject.toml b/pyproject.toml
index 1c1c4b5..ec31dfd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,24 +1,29 @@
 [project]
 name = "sample"
-version = "1.0.0"
-description = "A python template for fastapi and streamlit projects."
+version = "1.2.0"
+description = "A python template for fastapi and mongo projects."
 authors = [{ name = "sample", email = "recursivezero@outlook.com" }]
 license = "MIT"
 readme = "README.md"
 requires-python = ">=3.10,<3.13"
-keywords = ["python", "fastapi", "streamlit"]
+keywords = ["python", "fastapi", "mongo", "template"]
 classifiers = [
   "Programming Language :: Python :: 3",
   "Topic :: Scientific/Engineering :: Image Recognition",
 ]
-dependencies = [
-  "fastapi (>=0.121.1,<0.122.0)",
-  "streamlit>=1.49.0",
-  "python-box (>=7.3.2,<8.0.0)",
-  "uvicorn (>=0.40.0,<0.41.0)",
-  "pymongo (>=4.15.5,<5.0.0)",
-]
 
+[tool.poetry.dependencies]
+fastapi = ">=0.121.1,<0.122.0"
+python-box = ">=7.3.2,<8.0.0"
+uvicorn = ">=0.40.0,<0.41.0"
+python-dotenv = ">=1.2.1,<2.0.0"
+dotenv = ">=0.9.9,<0.10.0"
+jinja2 = ">=3.1.0,<4.0.0"
+# pymongo is optional 
+pymongo = { version = ">=4.15.5,<5.0.0", optional = true }
+
+[tool.poetry.extras]
+mongo = ["pymongo"]
 
 [tool.poetry]
 packages = [
@@ -26,9 +31,12 @@ packages = [
   { include = "features", from = "src" },
   { include = "utils", from = "src" },
   { include = "api", from = "src" },
-  { include = "assets/images/logo.png", from = "src" },
+  { include = "db", from = "src" },
+  { include = "templates", from = "." },
+  { include = "assets", from = "." },
 ]
 
+exclude = ["src/**/__pycache__", "tests", "docs", "*.log"]
 
 [project.scripts]
 sample = "sample.cli:cli"
@@ -48,8 +56,8 @@ vulture = "^2.3"
 [tool.flake8]
 max_line_length = 190
 
-[tool.poetry.requires-plugins]
-poetry-plugin-export = "^1.9"
+#[tool.poetry.requires-plugins]
+#poetry-plugin-export = "^1.9"
 
 [tool.poetry-auto-export]
 output = "requirements.txt"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 37482ef..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,53 +0,0 @@
-altair==6.0.0 ; python_version >= "3.10" and python_version < "3.13"
-annotated-doc==0.0.4 ; python_version >= "3.10" and python_version < "3.13"
-annotated-types==0.7.0 ; python_version >= "3.10" and python_version < "3.13"
-anyio==4.12.0 ; python_version >= "3.10" and python_version < "3.13"
-attrs==25.4.0 ; python_version >= "3.10" and python_version < "3.13"
-blinker==1.9.0 ; python_version >= "3.10" and python_version < "3.13"
-cachetools==6.2.4 ; python_version >= "3.10" and python_version < "3.13"
-certifi==2025.11.12 ; python_version >= "3.10" and python_version < "3.13"
-charset-normalizer==3.4.4 ; python_version >= "3.10" and python_version < "3.13"
-click==8.3.1 ; python_version >= "3.10" and python_version < "3.13"
-colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.13" and platform_system == "Windows"
-dnspython==2.8.0 ; python_version >= "3.10" and python_version < "3.13"
-exceptiongroup==1.3.1 ; python_version == "3.10"
-fastapi==0.121.3 ; python_version >= "3.10" and python_version < "3.13"
-gitdb==4.0.12 ; python_version >= "3.10" and python_version < "3.13"
-gitpython==3.1.45 ; python_version >= "3.10" and python_version < "3.13"
-h11==0.16.0 ; python_version >= "3.10" and python_version < "3.13"
-idna==3.11 ; python_version >= "3.10" and python_version < "3.13"
-jinja2==3.1.6 ; python_version >= "3.10" and python_version < "3.13"
-jsonschema-specifications==2025.9.1 ; python_version >= "3.10" and python_version < "3.13"
-jsonschema==4.25.1 ; python_version >= "3.10" and python_version < "3.13"
-markupsafe==3.0.3 ; python_version >= "3.10" and python_version < "3.13"
-narwhals==2.14.0 ; python_version >= "3.10" and python_version < "3.13"
-numpy==2.2.6 ; python_version == "3.10"
-numpy==2.4.0 ; python_version >= "3.11" and python_version < "3.13"
-packaging==25.0 ; python_version >= "3.10" and python_version < "3.13"
-pandas==2.3.3 ; python_version >= "3.10" and python_version < "3.13"
-pillow==12.0.0 ; python_version >= "3.10" and python_version < "3.13"
-protobuf==6.33.2 ; python_version >= "3.10" and python_version < "3.13"
-pyarrow==22.0.0 ; python_version >= "3.10" and python_version < "3.13"
-pydantic-core==2.41.5 ; python_version >= "3.10" and python_version < "3.13"
-pydantic==2.12.5 ; python_version >= "3.10" and python_version < "3.13"
-pydeck==0.9.1 ; python_version >= "3.10" and python_version < "3.13"
-pymongo==4.15.5 ; python_version >= "3.10" and python_version < "3.13"
-python-box==7.3.2 ; python_version >= "3.10" and python_version < "3.13"
-python-dateutil==2.9.0.post0 ; python_version >= "3.10" and python_version < "3.13"
-pytz==2025.2 ; python_version >= "3.10" and python_version < "3.13"
-referencing==0.37.0 ; python_version >= "3.10" and python_version < "3.13"
-requests==2.32.5 ; python_version >= "3.10" and python_version < "3.13"
-rpds-py==0.30.0 ; python_version >= "3.10" and python_version < "3.13"
-six==1.17.0 ; python_version >= "3.10" and python_version < "3.13"
-smmap==5.0.2 ; python_version >= "3.10" and python_version < "3.13"
-starlette==0.50.0 ; python_version >= "3.10" and python_version < "3.13"
-streamlit==1.52.2 ; python_version >= "3.10" and python_version < "3.13"
-tenacity==9.1.2 ; python_version >= "3.10" and python_version < "3.13"
-toml==0.10.2 ; python_version >= "3.10" and python_version < "3.13"
-tornado==6.5.4 ; python_version >= "3.10" and python_version < "3.13"
-typing-extensions==4.15.0 ; python_version >= "3.10" and python_version < "3.13"
-typing-inspection==0.4.2 ; python_version >= "3.10" and python_version < "3.13"
-tzdata==2025.3 ; python_version >= "3.10" and python_version < "3.13"
-urllib3==2.6.2 ; python_version >= "3.10" and python_version < "3.13"
-uvicorn==0.40.0 ; python_version >= "3.10" and python_version < "3.13"
-watchdog==6.0.0 ; python_version >= "3.10" and python_version < "3.13" and platform_system != "Darwin"
diff --git a/sample-py.code-workspace b/sample-py.code-workspace
index a5116b1..cefa420 100644
--- a/sample-py.code-workspace
+++ b/sample-py.code-workspace
@@ -48,12 +48,8 @@
     "git.enableSmartCommit": true,
     "git.autofetch": true,
     "explorer.excludeGitIgnore": false,
-    "git.branchPrefix": "feature/TZP-2500",
-    "git.branchRandomName.enable": true,
-    "git.branchRandomName.dictionary": [
-      "animals",
-      "numbers"
-    ],
+    "git.branchPrefix": "feature/SAM-26000X",
+    "git.branchRandomName.enable": false,
     "search.showLineNumbers": true,
     "workbench.editorAssociations": {
       "*.log": "default"
@@ -117,9 +113,6 @@
     },
     "peacock.affectSideBarBorder": true,
     "prettier.quoteProps": "consistent",
-    "prettier.documentSelectors": [
-      "**/*.astro"
-    ],
     "git.branchProtection": [
       "develop",
       "main"
@@ -150,19 +143,15 @@
       ".poetry/**": true,
       "**/.git": false
     },
-    "mcp": {
-      "inputs": [],
-      "servers": {}
-    },
-    "chat.mcp.serverSampling": {
-      "tz-script.code-workspace: my-mcp-server-c37295de": {
-        "allowedModels": [
-          "copilot/gpt-4.1",
-          "copilot/claude-3.5-sonnet"
-        ]
-      }
-    },
     "gitstash.explorer.display.fileSorting": "tree",
     "files.insertFinalNewline": true,
+    "folderStructure.ignorePatterns": [
+      "node_modules",
+      ".*",
+      "__pycache__"
+    ],
+    "html.format.indentInnerHtml": true,
+    "html.format.indentHandlebars": true,
+    "editor.formatOnPaste": true
   }
 }
diff --git a/scripts/reset.sh b/scripts/reset.sh
new file mode 100755
index 0000000..c2100f3
--- /dev/null
+++ b/scripts/reset.sh
@@ -0,0 +1,13 @@
+#!/usr/bin/env bash
+set -e
+
+echo "Cleaning build artifacts..."
+rm -rf dist build *.egg-info
+
+echo "Removing project virtualenv..."
+poetry env remove --all || true
+
+echo "Reinstalling dependencies..."
+poetry install
+
+echo "Environment fully reset ✨"
diff --git a/scripts/trace_entry.py b/scripts/trace_entry.py
deleted file mode 100644
index 338263c..0000000
--- a/scripts/trace_entry.py
+++ /dev/null
@@ -1,8 +0,0 @@
-import sample.__main__
-import inspect
-
-print("🔍 main() is from:", inspect.getfile(sample.__main__.main))
-print("🔍 Source code of main():")
-print(inspect.getsource(sample.__main__.main))
-
-sample.__main__.main()
diff --git a/src/api/fast_api.py b/src/api/fast_api.py
index 0d56f34..cd464d4 100644
--- a/src/api/fast_api.py
+++ b/src/api/fast_api.py
@@ -1,10 +1,12 @@
-from fastapi import FastAPI, HTTPException, Request
-from fastapi.responses import HTMLResponse
+from fastapi import APIRouter, FastAPI, HTTPException, Request
+from fastapi.responses import HTMLResponse, JSONResponse
 from pydantic import BaseModel
-from . import __version__
-from utils.constants import DEFAULT_GREETING
+from starlette.exceptions import HTTPException as StarletteHTTPException
+from utils.constants import API_PREFIX, GREETING
 from utils.helper import normalize_name
 
+from . import __version__
+
 app = FastAPI(
     title="sample API",
     description="API endpoints for Sample with rate limiting",
@@ -19,6 +21,11 @@
     },
 )
 
+api_v1 = APIRouter(
+    prefix=API_PREFIX,
+    tags=["V1"],
+)
+
 
 class GreetRequest(BaseModel):
     name: str
@@ -28,12 +35,12 @@ class GreetResponse(BaseModel):
     message: str
 
 
-@app.get("/version")
+@app.get("/version", tags=["Version"])
 def version():
     return {"version": app.version}
 
 
-@app.get("/", response_class=HTMLResponse)
+@app.get("/", response_class=HTMLResponse, tags=["Home"])
 async def read_root(request: Request):
     return """
     <html>
@@ -75,19 +82,58 @@ async def read_root(request: Request):
     """
 
 
-@app.get("/health")
+@app.get("/health", tags=["Help"])
 def health_check():
     return {"status": "ok"}
 
 
-@app.post("/greet", response_model=GreetResponse)
+@api_v1.get("/help", tags=["Help"])
+def get_help():
+    return JSONResponse(
+        status_code=200,
+        content={
+            "message": "Welcome to the Sample BoilerPlate API! Visit /docs for API documentation."
+        },
+    )
+
+
+@api_v1.post("/greet", response_model=GreetResponse)
 def greet_user(payload: GreetRequest):
     clean_name = normalize_name(payload.name)
 
     if not clean_name:
         raise HTTPException(status_code=400, detail="Invalid name provided")
 
-    return {"message": f"{DEFAULT_GREETING}, {clean_name} 👋"}
+    return {"message": f"{GREETING}, {clean_name} 👋"}
+
+
+@app.exception_handler(StarletteHTTPException)
+async def http_exception_handler(request: Request, exc: StarletteHTTPException):
+    if exc.status_code == 404:
+        endpoint = request.url.path
+
+        return JSONResponse(
+            status_code=404,
+            content={
+                "error": f"Endpoint '{endpoint}' does not exist, use /docs to see available endpoints.",
+                "status": 404,
+            },
+        )
+
+    # fallback for other HTTP errors
+    return JSONResponse(
+        status_code=exc.status_code,
+        content={"error": exc.detail},
+    )
+
+
+# suppress chrome log
+@app.get("/.well-known/appspecific/com.chrome.devtools.json")
+async def chrome_devtools_probe():
+    return JSONResponse({})
+
+
+app.include_router(api_v1)
 
 
 def start():
diff --git a/src/db/connection.py b/src/db/connection.py
index a7a824e..c80a860 100644
--- a/src/db/connection.py
+++ b/src/db/connection.py
@@ -1,35 +1,50 @@
-from datetime import datetime
-from typing import Optional
-from pymongo import MongoClient
-from pymongo.database import Database
-from pymongo.collection import Collection
 import io
+from datetime import datetime
+
 from utils.constants import MONGO_CONFIG
 
-mongo_client: Optional[MongoClient]
-db: Optional[Database]
-collection: Optional[Collection]
-fabric_collection: Optional[Collection]
-processing_times_collection: Optional[Collection]
-
-# Initialize MongoDB connections with error handling
-try:
-    mongo_client = MongoClient(MONGO_CONFIG["MONGODB_URI"])
-    db = mongo_client[MONGO_CONFIG["DATABASE_NAME"]]
-except KeyError as e:
-    print(f"MongoDB Configuration Error: Missing key {e}")
-    mongo_client = None
-    db = None
-    collection = None
-
-except Exception as e:
-    print(f"MongoDB Connection Error: {e}")
-    mongo_client = None
-    db = None
-
-
-def save_to_mongodb(data: dict, collection):
-    """Insert processed JSON data into MongoDB"""
+_mongo_client = None
+_db = None
+
+
+def connect_db():
+    """
+    Connect to MongoDB and return the Database object.
+    Requires pymongo to be installed via the 'mongo' extra.
+    """
+    global _mongo_client, _db
+
+    if _db is not None:
+        return _db
+
+    try:
+        from pymongo import MongoClient
+    except ImportError as e:
+        raise RuntimeError(
+            "Mongo support not installed. "
+            "Install with: pip install sample[mongo] or poetry install --extras 'mongo'"
+        ) from e
+
+    try:
+        uri = MONGO_CONFIG["MONGODB_URI"]
+        name = MONGO_CONFIG["DATABASE_NAME"]
+        print("Mongo URI =", repr(uri))
+
+        _mongo_client = MongoClient(uri, serverSelectionTimeoutMS=3000)
+        # Force an actual connection attempt
+        _mongo_client.admin.command("ping")
+        _db = _mongo_client[name]
+        print("MongoDB connected successfully.")
+        return _db
+
+    except KeyError as e:
+        raise RuntimeError(f"MongoDB Configuration Error: Missing key {e}")
+
+    except Exception as e:
+        raise RuntimeError(f"MongoDB Connection Error: {e}")
+
+
+def save_to_mongodb(data, collection):
     try:
         data["created_at"] = datetime.now()
         result = collection.insert_one(data)
@@ -43,4 +58,4 @@ def pil_to_bytes(pil_image):
     buf = io.BytesIO()
     pil_image.save(buf, format="PNG")
     buf.seek(0)
-    return buf
\ No newline at end of file
+    return buf
diff --git a/src/features/greeting.py b/src/features/greeting.py
deleted file mode 100644
index f580f9a..0000000
--- a/src/features/greeting.py
+++ /dev/null
@@ -1,18 +0,0 @@
-import streamlit as st
-
-from utils.constants import (
-    APP_TITLE,
-    DEFAULT_GREETING
-)
-from utils.helper import normalize_name
-
-
-def greet():
-    st.header(APP_TITLE)
-
-    name = st.text_input("Enter your name")
-
-    clean_name = normalize_name(name)
-
-    if clean_name:
-        st.success(f"{DEFAULT_GREETING}, {clean_name} 👋")
diff --git a/src/sample/__main__.py b/src/sample/__main__.py
index c8ff3c2..942bc01 100644
--- a/src/sample/__main__.py
+++ b/src/sample/__main__.py
@@ -1,86 +1,73 @@
-# sample/__main__.py
-
-from . import __version__
-import sys
 import logging
-import subprocess
+from contextlib import asynccontextmanager
 from pathlib import Path
-import click
 
-logging.basicConfig(level=logging.INFO)
+from db.connection import connect_db
+from fastapi import FastAPI, Request
+from fastapi.responses import HTMLResponse
+from fastapi.staticfiles import StaticFiles
+from fastapi.templating import Jinja2Templates
+from utils.constants import PORT
 
+from . import __version__
 
-@click.group(invoke_without_command=True)
-@click.option("--version", is_flag=True, help="Show the Sample version and exit.")
-@click.pass_context
-def cli(ctx, version):
-    """Sample command-line tools."""
-    if version:
-        click.echo(__version__)
-        ctx.exit()
 
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    # Startup logic
+    print("🏷️ Sample version:", __version__)
+    logging.info("Starting FastAPI server...")
+    try:
+        db = connect_db()
+        print(f"Using database: {db.name}")
+    except Exception as e:
+        logging.error(f"⚠️ Database connection failed: {e}")
+    print("App is ready.")
 
-@cli.command()
-def dev():
-    """Run the Sample Streamlit app."""
-    main()
+    yield  # <-- control passes to request handling
+
+    # Shutdown logic
+    logging.info("Shutting down FastAPI server...")
+    # If you want to close DB connections, do it here
+
+
+# Create FastAPI app with lifespan handler
+app = FastAPI(lifespan=lifespan)
+
+# Mount assets and pages
+app.mount("/static", StaticFiles(directory="assets"), name="static")
 
+# Point Jinja2 to your templates directory
+templates = Jinja2Templates(
+    directory=str(Path(__file__).resolve().parents[2] / "templates")
+)
 
-@cli.command()
-def api():
-    """Run the Sample FastAPI backend."""
-    from api.fast_api import start
 
-    start()
+@app.get("/", response_class=HTMLResponse)
+async def index(request: Request):
+    """Serve the main index.html at root."""
+    return templates.TemplateResponse("index.html", {"request": request})
+
+
+@app.get("/faq", response_class=HTMLResponse)
+async def faq(request: Request):
+    return templates.TemplateResponse("faq.html", {"request": request})
+
+
+templates = Jinja2Templates(directory="templates")
+
+
+@app.get("/{full_path:path}", response_class=HTMLResponse)
+async def catch_all(request: Request, full_path: str):
+    return templates.TemplateResponse("404.html", {"request": request}, status_code=404)
 
 
 def main():
-    """
-    Entrypoint for the Streamlit 'dev' app.
-    """
-    print("🏷️ Sample version:", __version__)
-    logging.info("Starting sample dev script...")
-
-    # Paths
-    Sample_dir = Path(__file__).resolve().parent
-    dev_root = Sample_dir.parent  # src/
-    wheel_root = Sample_dir.parent  # same in wheel
-
-    # Add correct root to sys.path
-    if "site-packages" in str(Sample_dir):  # running from wheel
-        if str(wheel_root) not in sys.path:
-            sys.path.append(str(wheel_root))
-            logging.info(f"Added wheel root to sys.path: {wheel_root}")
-    else:  # dev mode
-        if str(dev_root) not in sys.path:
-            sys.path.append(str(dev_root))
-            logging.info(f"Added dev src root to sys.path: {dev_root}")
-
-    # Locate streamlit_app.py
-    streamlit_app_path = Sample_dir / "streamlit_app.py"
-    logging.info(f"Streamlit app path: {streamlit_app_path}")
-
-    if not streamlit_app_path.exists():
-        logging.error(f"Streamlit app not found at: {streamlit_app_path}")
-        return
-
-    # Run Streamlit app
-    python_path = sys.executable
-    logging.info(f"Using Python executable: {python_path}")
-
-    subprocess.run(
-        [
-            python_path,
-            "-m",
-            "streamlit",
-            "run",
-            str(streamlit_app_path.resolve()),
-            "--server.port",
-            "8501",
-        ],
-        check=True,
-    )
+    """Entry point for CLI dev command."""
+    import uvicorn
+
+    uvicorn.run("sample.__main__:app", host="127.0.0.1", port=PORT, reload=True)
 
 
 if __name__ == "__main__":
-    cli()
+    main()
diff --git a/src/sample/cli.py b/src/sample/cli.py
index 93d1a1f..cfdffda 100644
--- a/src/sample/cli.py
+++ b/src/sample/cli.py
@@ -1,4 +1,5 @@
 import click
+
 from . import __version__
 
 
@@ -14,7 +15,7 @@ def cli(ctx, version):
 
 @cli.command()
 def dev():
-    """Run the Sample Streamlit app."""
+    """Run the Sample  app."""
     from sample.__main__ import main
 
     main()
diff --git a/src/sample/streamlit_app.py b/src/sample/streamlit_app.py
deleted file mode 100644
index 5095189..0000000
--- a/src/sample/streamlit_app.py
+++ /dev/null
@@ -1,60 +0,0 @@
-import sys
-from pathlib import Path
-import streamlit as st
-
-# --- Path setup ---
-package_root = str(Path(__file__).parent)
-if package_root not in sys.path:
-    sys.path.append(package_root)
-
-# --- Imports ---
-from utils.constants import COMPANY_LOGO, FAQ_TITLE
-from utils.faq import faq_page
-from utils.load_messages import get_msg
-from features.greeting import greet
-
-MSG = get_msg("MAIN_APP")
-
-
-def main():
-    st.set_page_config(
-        page_title=MSG.title.page,
-    )
-
-    # Apply global sidebar CSS
-    st.markdown(MSG.html.sidebar_style, unsafe_allow_html=True)
-    st.markdown(
-        """
-    <style>
-    section[data-testid="stSidebar"] li:has(button[data-test-id*="view_records"]) {
-        display: none !important;
-    }
-    </style>
-""",
-        unsafe_allow_html=True,
-    )
-
-    # Define navigation pages from config
-    pages = [
-        st.Page(greet, title="Greeting Page", icon="🖌️", url_path="/greet"),
-        st.Page(
-            faq_page,
-            title=FAQ_TITLE,
-            icon="❓",
-            url_path="/faq",
-        ),
-    ]
-
-    # Sidebar with logo on top
-    with st.sidebar:
-        st.image(COMPANY_LOGO, width="stretch")
-        nav = st.navigation(pages)
-
-    nav.run()
-
-    # Footer
-    st.markdown(MSG.html.footer, unsafe_allow_html=True)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/src/utils/__init__.py b/src/utils/__init__.py
index 42ca9c6..e69de29 100644
--- a/src/utils/__init__.py
+++ b/src/utils/__init__.py
@@ -1,4 +0,0 @@
-from db.connection import mongo_client
-
-if mongo_client:
-  print("MongoDB connected successfully.")
\ No newline at end of file
diff --git a/src/utils/constants.py b/src/utils/constants.py
index 5fc28ea..ace9477 100644
--- a/src/utils/constants.py
+++ b/src/utils/constants.py
@@ -1,64 +1,39 @@
+import logging
 import os
 from pathlib import Path
-from typing import Any
-import streamlit as st
-import logging
 
+from dotenv import load_dotenv
 
+load_dotenv()
+# These should be in environment variables or .env file.
+DEFAULT_PORT = 8005
+DEFAULT_API_PREFIX = "/api/v1"
+DEFAULT_MONGODB_URI = (
+    "mongodb://127.0.0.1:27017/?retryWrites=true&w=majority&appName=Sample"
+)
+DEFAULT_DATABASE_NAME = "sample_db"
 
-APP_TITLE = ":blue[Greeting Feature]"
-DEFAULT_GREETING = "Hello"
-FAQ_TITLE = "FAQs"
+GREETING = "Hello"
 
 # --- Asset paths ---
 PROJECT_ROOT = Path(__file__).parent.parent
 ASSETS_DIR = PROJECT_ROOT / "assets" / "images"
 COMPANY_LOGO = ASSETS_DIR / "logo.png"
 
-def safe_get(secret_path: str, env_key: str = "", default: str = "") -> str:
-    """
-    Safely retrieve a configuration value from:
-    1. Streamlit secrets (if secrets.toml exists)
-    2. Environment variable
-    3. Default fallback
-
-    Logs the source used for each config value.
-    """
-    value = default
-    source = "default"
-    secrets_file = Path(".streamlit/secrets.toml")
 
-    # Only try accessing secrets if the file exists
-    if secrets_file.exists():
-        try:
-            secrets_dict: dict[str, Any] = dict(st.secrets)  # Convert to plain dict
-            val = secrets_dict
+def safe_get(env_key: str, default) -> str:
+    value = os.getenv(env_key, default)
+    if not value:
+        raise RuntimeError(f"Missing required environment variable: {env_key}")
 
-            for key in secret_path.split("."):
-                val = (
-                    val.get(key, {}) if isinstance(val, dict) else getattr(val, key, {})
-                )
-            if val and val != {}:
-                value = str(val)
-                source = "secrets"
-        except Exception as e:
-            logging.debug(f"Could not retrieve secret '{secret_path}': {e}")
-
-    # If secrets not used, fallback to env
-    if source != "secrets" and env_key:
-        env_val = os.getenv(env_key)
-        if env_val:
-            value = env_val
-            source = "env"
-
-    logging.info(
-        f"Loaded config for '{env_key or secret_path}' from [{source}]",
-        extra={"color": "yellow"},
-    )
+    logging.info(f"Loaded config '{env_key}' from [env]")
     return value
 
-MONGODB_URI = safe_get("mongodb.MONGODB_URI", "MONGODB_URI")
-DATABASE_NAME = safe_get("mongodb.DATABASE_NAME", "DATABASE_NAME")
+
+MONGODB_URI = safe_get("MONGODB_URI", DEFAULT_MONGODB_URI)
+DATABASE_NAME = safe_get("DATABASE_NAME", DEFAULT_DATABASE_NAME)
+API_PREFIX = safe_get("API_PREFIX", DEFAULT_API_PREFIX)
+PORT = int(safe_get("PORT", DEFAULT_PORT))
 
 print("MongoDB URI:", MONGODB_URI)
 print("Database Name:", DATABASE_NAME)
diff --git a/src/utils/faq.py b/src/utils/faq.py
deleted file mode 100644
index 07f8fc0..0000000
--- a/src/utils/faq.py
+++ /dev/null
@@ -1,27 +0,0 @@
-from pathlib import Path
-import streamlit as st
-from bs4 import BeautifulSoup
-
-
-def faq_page():
-    # Load CSS
-    st.title(":blue[❓FAQs]")
-    css = Path(r"templates/faq.css").read_text()
-    st.markdown(f"<style>{css}</style>", unsafe_allow_html=True)
-
-    # Load full HTML
-    html = Path(r"templates/faq.html").read_text()
-
-    # Parse and split sections using BeautifulSoup
-    soup = BeautifulSoup(html, "html.parser")
-    general_faq = str(soup.find(id="general-faq"))
-    technical_faq = str(soup.find(id="technical-faq"))
-
-    # Create Streamlit tabs
-    tab1, tab2 = st.tabs(["General", "Technical"])
-
-    with tab1:
-        st.markdown(general_faq, unsafe_allow_html=True)
-
-    with tab2:
-        st.markdown(technical_faq, unsafe_allow_html=True)
diff --git a/src/utils/messages.py b/src/utils/messages.py
deleted file mode 100644
index 5d70dbf..0000000
--- a/src/utils/messages.py
+++ /dev/null
@@ -1,11 +0,0 @@
-# General Header and Descriptions
-from box import Box
-
-MAIN_APP_TEXT = Box(
-    {
-        "title": {
-            "page": "Streamlit Boilerplate",
-            "subtitle": "Clean, minimal, extensible",
-        }
-    }
-)
diff --git a/templates/404.html b/templates/404.html
new file mode 100644
index 0000000..0e26e95
--- /dev/null
+++ b/templates/404.html
@@ -0,0 +1,9 @@
+{% extends "base.html" %} {% block title %}404{% endblock %} {% block extra_css %}
+<link rel="stylesheet" href="/static/css/404.css" />
+{% endblock %} {% block content %}
+
+<div class="container_404">
+  <h3>404</h3>
+  <p>Oops! The page you're looking for does not exist.</p>
+</div>
+{% endblock %}
diff --git a/templates/__init__.py b/templates/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/templates/base.html b/templates/base.html
new file mode 100644
index 0000000..1ad462f
--- /dev/null
+++ b/templates/base.html
@@ -0,0 +1,33 @@
+<!doctype html>
+<html lang="en">
+
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>{% block title %}Sample - Recursive Zero{% endblock %}</title>
+    <link rel="stylesheet" href="/static/css/style.css" />
+    <!-- Page-specific CSS -->
+    {% block extra_css %}{% endblock %}
+  </head>
+
+  <body class="container">
+    <!-- Common header -->
+    <header>
+      <div class="logo-container"></div>
+      <h1>Sample Boilerplate</h1>
+      <p>A sample template for Recursive Zero repository</p>
+      <nav>
+        <a href="/">Home</a>
+        <a href="/faq">FAQ</a>
+      </nav>
+    </header>
+    <!-- Page-specific content -->
+    <main>{% block content %}{% endblock %}</main>
+
+    <!-- Common footer -->
+    <footer>
+      <p>&copy; 2026 | Built with ❤️ by RecursiveZero</p>
+    </footer>
+  </body>
+
+</html>
diff --git a/templates/faq.html b/templates/faq.html
index b28190c..4871253 100644
--- a/templates/faq.html
+++ b/templates/faq.html
@@ -1,33 +1,39 @@
-<link rel="stylesheet" href="faq.css">
+{% extends "base.html" %} {% block title %}FAQs{% endblock %} {% block extra_css %}
+<link rel="stylesheet" href="/static/css/faq.css" />
+{% endblock %} {% block content %}
 
-<div id="general-faq" class="faq-container">
+<section class="faq-container">
   <h1>Frequently Asked Questions</h1>
   <details>
     <summary>What is sample?</summary>
-    <p>This is a sample template with minimal setup of poetry with fast api. go through README and start developing.
-    </p>
+    <p>This is a sample template with minimal setup of poetry with fast api. go through README and start developing.</p>
   </details>
 
   <details>
     <summary>What are the main packages and libraries?</summary>
     <ul>
-      <li>we are using streamlit for front end and Fast API for backend. </li>
-      <li>we also have versioning system, if you change version in `pyproject.toml`, it will automatically reflected in
-        api</li>
+      <li>we are using vanilla html for front end and Fast API for backend.</li>
+      <li>
+        we also have versioning system, if you change version in <strong>pyproject.toml</strong>, it will automatically
+        reflected in api
+      </li>
       <li>using `Box` for centralized messaged which later can be changed using i18n support.</li>
     </ul>
   </details>
 
   <details>
     <summary>What are method to run?</summary>
-    <p> run `poetry run sample dev` for streamlit UI.</p>
-    <p> run `poetry run sample api` and /version` is one endpoint.</p>
-    <p> run `poetry run lint` to lint the code.</p>
+    <p>run <code>poetry run sample dev</code> for UI.</p>
+    <p>run <code>poetry run sample api</code> and <code>/version</code> is one endpoint.</p>
+    <p>run <code>poetry run lint</code> to lint the code.</p>
   </details>
 
   <details>
     <summary>How it is different from others?</summary>
-    <p>This is a useful to start the development with pre-defined template and best practices and define folder
-      structure.</p>
+    <p>
+      This is a useful to start the development with pre-defined template and best practices and define folder
+      structure.
+    </p>
   </details>
-</div>
\ No newline at end of file
+</section>
+{% endblock %}
diff --git a/templates/index.html b/templates/index.html
new file mode 100644
index 0000000..57a5024
--- /dev/null
+++ b/templates/index.html
@@ -0,0 +1,60 @@
+{% extends "base.html" %} {% block title %}Home{% endblock %} {% block content %}
+<article class="home">
+  <div class="grid">
+    <section>
+      <h2>🚀 How to Run</h2>
+      <ol>
+        <li>Open this file directly in your browser.</li>
+        <li>No server, no build, no dependencies required.</li>
+      </ol>
+    </section>
+
+    <section>
+      <h2>📋 Prerequisites</h2>
+      <ul>
+        <li><span class="badge">Python</span> ≥ 3.11</li>
+        <li><span class="badge">Poetry</span> ≥ 2.2.1</li>
+      </ul>
+    </section>
+  </div>
+
+  <div class="grid">
+    <section>
+      <h2>📦 Installation</h2>
+      <pre>
+        <span class="command-line">
+          pip install poetry>=2.2.1
+          poetry install
+        </span>
+      </pre>
+    </section>
+
+    <section>
+      <h2>▶️ Run Sample App</h2>
+      <pre>
+        <span class="command-line">poetry run sample dev</span>
+      </pre>
+    </section>
+  </div>
+
+  <div class="grid">
+    <section>
+      <h2>🌐 Run Server</h2>
+      <pre><span class="command-line">poetry run sample api</span></pre>
+    </section>
+
+    <section>
+      <h2>✨ Linting</h2>
+      <pre><span class="command-line">poetry run lint</span></pre>
+    </section>
+  </div>
+
+  <div class="grid">
+    <section>
+      <h2>❓FAQs</h2>
+      <p>Common questions, troubleshooting tips, and usage notes are available in the FAQs page.</p>
+      <a class="button" href="/faq">Open FAQ</a>
+    </section>
+  </div>
+</article>
+{% endblock %}
diff --git a/templates/share.html b/templates/share.html
deleted file mode 100644
index a6014fc..0000000
--- a/templates/share.html
+++ /dev/null
@@ -1,132 +0,0 @@
-<!-- Add this in cloud on /var/www/html/ folder -->
-<!DOCTYPE html>
-<html lang="en">
-
-<head>
-  <meta charset="UTF-8">
-  <meta name="viewport" content="width=device-width, initial-scale=1.0">
-  <!-- OpenGraph Meta Tags -->
-  <meta property="og:title" content="Sample Fabric Lab">
-  <meta property="og:description" content="A powerful tool for visualizing fabric analysis and research">
-  <meta property="og:image" content="https://app.sample.com/Sample_logo_white.png">
-  <meta property="og:url" content="https://lab.sample.com">
-  <meta property="og:type" content="website">
-  <meta property="twitter:card" content="summary_large_image">
-  <meta property="twitter:title" content="Sample Fabric Dashboard">
-  <meta property="twitter:description" content="A powerful tool for fabric related operations using AI">
-  <meta property="twitter:image" content="https://app.sample.com/Sample_logo_black.png">
-  <title>Sample Lab - AI Fabric Analysis</title>
-  <link rel="icon" type="image/x-icon" href="/images/favicon.ico">
-
-  <style>
-    * {
-      margin: 0;
-      padding: 0;
-      box-sizing: border-box;
-    }
-
-    body {
-      font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
-      background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
-      min-height: 100vh;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-      color: white;
-      text-align: center;
-      padding: 20px;
-    }
-
-    .container {
-      background: rgba(255, 255, 255, 0.1);
-      backdrop-filter: blur(10px);
-      border-radius: 20px;
-      padding: 40px;
-      box-shadow: 0 20px 40px rgba(0, 0, 0, 0.1);
-      border: 1px solid rgba(255, 255, 255, 0.2);
-      max-width: 500px;
-      width: 100%;
-    }
-
-    .logo {
-      width: 80px;
-      height: 80px;
-      margin: 0 auto 20px;
-      background: rgba(255, 255, 255, 0.2);
-      border-radius: 50%;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-      font-size: 2rem;
-    }
-
-    h1 {
-      font-size: 2.5rem;
-      margin-bottom: 15px;
-      font-weight: 700;
-    }
-
-    .description {
-      font-size: 1.2rem;
-      margin-bottom: 30px;
-      line-height: 1.6;
-      opacity: 0.9;
-    }
-
-    .loading {
-      margin: 20px 0;
-    }
-
-    .spinner {
-      width: 40px;
-      height: 40px;
-      border: 4px solid rgba(255, 255, 255, 0.3);
-      border-top: 4px solid white;
-      border-radius: 50%;
-      animation: spin 1s linear infinite;
-      margin: 0 auto;
-    }
-
-    @keyframes spin {
-      0% {
-        transform: rotate(0deg);
-      }
-
-      100% {
-        transform: rotate(360deg);
-      }
-    }
-
-    .redirect-text {
-      font-size: 1rem;
-      margin-top: 20px;
-      opacity: 0.8;
-    }
-
-    .btn {
-      display: inline-block;
-      background: white;
-      color: #667eea;
-      padding: 12px 30px;
-      border-radius: 25px;
-      text-decoration: none;
-      font-weight: 600;
-      margin-top: 20px;
-      transition: transform 0.3s ease, box-shadow 0.3s ease;
-    }
-
-    .btn:hover {
-      transform: translateY(-2px);
-      box-shadow: 0 10px 20px rgba(0, 0, 0, 0.2);
-    }
-  </style>
-
-  <!-- Redirect to main app after 0 seconds -->
-  <!--<meta http-equiv="refresh" content="0; url=https://lab.sample.com">-->
-</head>
-
-<body>
-  <p>Redirecting to Sample Lab... <a href="https://lab.sample.com">Click here if not redirected</a></p>
-</body>
-
-</html>
\ No newline at end of file