fix: Dockerfile for express and improve READMEs

templates/components/deployments/typescript/Dockerfile

@@ -3,8 +3,8 @@ FROM node:20-alpine as build
 WORKDIR /app
 
 # Install dependencies
-COPY package.json pnpm-lock.yaml* /app/
-RUN npm install 
+COPY package.json package-lock.* ./
+RUN npm install
 
 # Build the application
 COPY . .
@@ -13,10 +13,4 @@ RUN npm run build
 # ====================================
 FROM build as release
 
-# Copy built output from the previous stage
-COPY --from=build /app/.next* ./.next
-COPY --from=build /app/public* ./public
-COPY --from=build /app/package.json ./package.json
-COPY --from=build /app/node_modules ./node_modules
-
-CMD ["npm", "start"]
\ No newline at end of file
+CMD ["npm", "run", "start"]
\ No newline at end of file

templates/types/streaming/express/README-template.md

@@ -62,32 +62,33 @@ NODE_ENV=production npm run start
 
 ## Using Docker
 
-1. Build an image for Express app:
+1. Build an image for the Express API:
 
 ```
 docker build -t <your_backend_image_name> .
 ```
 
-2. Start the app:
+2. Generate embeddings:
 
-- Generate index data:
+Parse the data and generate the vector embeddings if the `./data` folder exists - otherwise, skip this step:
 
 ```
 docker run --rm \
-  --v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
+  -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
   -v $(pwd)/config:/app/config \
-  -v $(pwd)/cache:/app/cache \ # Use your file system to store gea vector database
+  -v $(pwd)/data:/app/data \
+  -v $(pwd)/cache:/app/cache \ # Use your file system to store the vector database
   <your_backend_image_name>
   npm run generate
 ```
 
-- Start the API:
+3. Start the API:
 
 ```
 docker run \
   -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
   -v $(pwd)/config:/app/config \
-  -v $(pwd)/cache:/app/cache \ # Use your file system to store gea vector database
+  -v $(pwd)/cache:/app/cache \ # Use your file system to store the vector database
   -p 8000:8000 \
   <your_backend_image_name>
 ```

templates/types/streaming/fastapi/README-template.md

@@ -64,29 +64,30 @@ The API allows CORS for all origins to simplify development. You can change this
 ENVIRONMENT=prod python main.py
 ```
 
-## Using docker
+## Using Docker
 
-1. Build an image for FastAPI app:
+1. Build an image for the FastAPI app:
 
 ```
 docker build -t <your_backend_image_name> .
 ```
 
-2. Start the app:
+2. Generate embeddings:
 
-- Generate embedding for index data:
+Parse the data and generate the vector embeddings if the `./data` folder exists - otherwise, skip this step:
 
 ```
 docker run \
   --rm \
   -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
   -v $(pwd)/config:/app/config \
-  -v $(pwd)/storage:/app/storage \ # Use your file system to store gea vector database
+  -v $(pwd)/data:/app/data \ # Use your local folder to read the data
+  -v $(pwd)/storage:/app/storage \ # Use your file system to store the vector database
   <your_backend_image_name> \
   python app/engine/generate.py
 ```
 
-- Start the API:
+3. Start the API:
 
 ```
 docker run \

templates/types/streaming/nextjs/README-template.md

@@ -43,13 +43,13 @@ docker run \
   --rm \
   -v $(pwd)/.env:/app/.env \ # Use ENV variables and configuration from your file-system
   -v $(pwd)/config:/app/config \
-  -v $(pwd)/cache:/app/cache \ # Use your file system to store gea vector database
-  -p 3000:3000 \
+  -v $(pwd)/data:/app/data \
+  -v $(pwd)/cache:/app/cache \ # Use your file system to store the vector database
   <your_app_image_name> \
   npm run generate
 ```
 
-3. Start the API
+3. Start the app:
 
 ```
 docker run \