Greg the coder patch 3

README.md

@@ -36,11 +36,12 @@ coder login $CODER_AGENT_URL
 ```
 
 ## [Coder Templates](templates/README.md)
-Four specialized workspace templates for AWS development:
+Five specialized workspace templates for AWS development:
 - **Linux Q Developer**: AI-powered development with Amazon Q Developer CLI
 - **Linux SAM**: Serverless development with AWS SAM CLI on ARM64
 - **Windows DCV**: Windows development with NICE DCV remote desktop
 - **Kubernetes with Claude Code**: Cloud-native development with AI task automation
+- **RAG with Claude Code**: RAG application prototyping with vector database
 
 ## Workshop Content
 

templates/README.md

@@ -28,16 +28,22 @@ This directory contains Coder workspace templates designed for AWS development w
 **Key Tools**: Claude Code AI assistant, VS Code, Cursor, container tools  
 **Best For**: Microservices, container orchestration, AI-driven task automation
 
+### 🤖 [RAG with Claude Code](awshp-k8s-rag-with-claude-code/)
+**Purpose**: RAG application prototyping with vector database  
+**Architecture**: Kubernetes pods with Aurora PostgreSQL Serverless v2  
+**Key Tools**: Claude Code, pgvector, AWS Bedrock, Streamlit, Python tooling  
+**Best For**: AI/ML applications, vector search, RAG prototyping, data science
+
 ## Template Comparison
 
-| Feature | Linux Q Developer | Linux SAM | Windows DCV | K8s Claude Code |
-|---------|------------------|-----------|-------------|-----------------|
-| **Platform** | Ubuntu x86_64 | Ubuntu ARM64 | Windows Server | Kubernetes |
-| **AI Assistant** | Q Developer CLI | Q Developer Extension | - | Claude Code |
-| **Primary Use** | General AWS Dev | Serverless | Windows Dev | Container Dev |
-| **Cost Efficiency** | Standard | High (ARM64) | Higher | Variable |
-| **Persistence** | Full VM | Full VM | Full VM | Home directory |
-| **Startup Time** | ~2-3 min | ~2-3 min | ~5-10 min | ~30-60 sec |
+| Feature | Linux Q Developer | Linux SAM | Windows DCV | K8s Claude Code | RAG Claude Code |
+|---------|------------------|-----------|-------------|-----------------|-----------------|
+| **Platform** | Ubuntu x86_64 | Ubuntu ARM64 | Windows Server | Kubernetes | Kubernetes |
+| **AI Assistant** | Q Developer CLI | Q Developer Extension | - | Claude Code | Claude Code |
+| **Primary Use** | General AWS Dev | Serverless | Windows Dev | Container Dev | RAG/AI Dev |
+| **Cost Efficiency** | Standard | High (ARM64) | Higher | Variable | Variable |
+| **Persistence** | Full VM | Full VM | Full VM | Home directory | Home directory |
+| **Startup Time** | ~2-3 min | ~2-3 min | ~5-10 min | ~30-60 sec | ~5-10 min |
 
 ## Getting Started
 
@@ -72,6 +78,12 @@ This directory contains Coder workspace templates designed for AWS development w
 - Microservices architecture
 - Fast workspace startup times
 
+**Choose RAG Claude Code if you want:**
+- RAG application development
+- Vector database integration
+- AI/ML prototyping with Bedrock
+- Streamlit-based data applications
+
 ## Configuration
 
 ### IAM Instance Profile
@@ -83,12 +95,14 @@ All templates support multi-region deployment with region-specific optimizations
 - **Linux SAM**: 4 US regions (ARM64 availability)
 - **Windows DCV**: 15 regions globally
 - **Kubernetes**: Depends on cluster location
+- **RAG**: Depends on cluster location + Aurora availability
 
 ### Resource Sizing
 Each template offers configurable resource options:
-- **CPU**: 1-4 vCPUs depending on template
+- **CPU**: 1-8 vCPUs depending on template
 - **Memory**: 1-16 GiB RAM options
 - **Storage**: 10-300 GB persistent volumes
+- **Database**: Aurora Serverless v2 (0.5-1.0 ACU for RAG template)
 
 ## Workshop Integration
 

templates/awshp-k8s-rag-with-claude-code/aws-aurora/aurora-pgvector.tf

@@ -28,6 +28,12 @@ variable "db_master_password" {
   default     = "YourStrongPasswordHere1"  # Consider using AWS Secrets Manager for production
 }
 
+variable "postgresql_version" {
+  description = "PostgreSQL database version"
+  type        = string
+  default     = "16.8"  
+}
+
 # Get EKS cluster info
 data "aws_eks_cluster" "current" {
   name = var.eks_cluster_name  # Add this variable
@@ -90,7 +96,7 @@ resource "aws_rds_cluster" "awsrag_aurora_postgres_1" {
   cluster_identifier      = "${var.workspace_name}-pgvector01"
   engine                  = "aurora-postgresql"
   engine_mode             = "provisioned"
-  engine_version          = "16.6"
+  engine_version          = var.postgresql_version
   database_name           = var.database_name
   master_username         = var.db_master_username
   master_password         = var.db_master_password  # Use AWS Secrets Manager in production
@@ -109,7 +115,7 @@ resource "aws_rds_cluster_instance" "awsrag_aurora_primary" {
   cluster_identifier   = aws_rds_cluster.awsrag_aurora_postgres_1.id
   instance_class       = "db.serverless"
   engine               = "aurora-postgresql"
-  engine_version       = "16.6"
+  engine_version       = var.postgresql_version
   db_subnet_group_name = aws_db_subnet_group.awsrag_aurora_subnet_group.name
   identifier           = "${var.workspace_name}-primary"
 }

templates/awshp-k8s-rag-with-claude-code/main.tf

@@ -18,59 +18,83 @@ terraform {
 variable "eks_cluster_name" {
   type        = string
   description = "The AWS EKS Kubernetes cluster name that Coder is deployed within."
+  default     = "coder-eks-cluster"
 }
 
 variable "namespace" {
   type        = string
   description = "The Kubernetes namespace to create workspaces in (must exist prior to creating workspaces). If the Coder host is itself running as a Pod on the same Kubernetes cluster as you are deploying workspaces to, set this to the same namespace."
+  default     = "coder"
 }
 
+variable "anthropic_model" {
+  type        = string
+  description = "The AWS Inference profile ID of the base Anthropic model to use with Claude Code"
+  default     = "global.anthropic.claude-sonnet-4-5-20250929-v1:0"
+}
+
+variable "anthropic_small_fast_model" {
+  type        = string
+  description = "The AWS Inference profile ID of the small fast Anthropic model to use with Claude Code"
+  default     = "global.anthropic.claude-haiku-4-5-20251001-v1:0"
+}
+
+variable "postgresql_version" {
+  type        = string
+  description = "The AWS Aurora PostgreSQL Database Engine Version to deploy"
+  default     = "16.8"
+}
+
+locals {
+  home_dir        = "/home/coder"
+}
+
+# Minimum vCPUs needed 
 data "coder_parameter" "cpu" {
-  name         = "cpu"
-  display_name = "CPU"
-  description  = "The number of CPU cores"
-  default      = "2"
-  icon         = "/icon/memory.svg"
-  mutable      = true
-  option {
-    name  = "2 Cores"
-    value = "2"
-  }
-  option {
-    name  = "4 Cores"
-    value = "4"
+  name        = "CPU cores"
+  type        = "number"
+  description = "CPU cores for your individual workspace"
+  icon        = "https://png.pngtree.com/png-clipart/20191122/original/pngtree-processor-icon-png-image_5165793.jpg"
+  validation {
+    min = 4
+    max = 8
   }
+  form_type = "input"
+  mutable   = true
+  default   = 4
+  order     = 1
 }
 
+# Minimum GB memory needed 
 data "coder_parameter" "memory" {
-  name         = "memory"
-  display_name = "Memory"
-  description  = "The amount of memory in GB"
-  default      = "4"
-  icon         = "/icon/memory.svg"
-  mutable      = true
-  option {
-    name  = "4 GB"
-    value = "4"
-  }
-  option {
-    name  = "8 GB"
-    value = "8"
+  name        = "Memory (__ GB)"
+  type        = "number"
+  description = "Memory (__ GB) for your individual workspace"
+  icon        = "https://www.vhv.rs/dpng/d/33-338595_random-access-memory-logo-hd-png-download.png"
+  validation {
+    min = 4
+    max = 16
   }
+  form_type = "input"
+  mutable   = true
+  default   = 4
+  order     = 2
 }
 
 data "coder_parameter" "home_disk_size" {
-  name         = "home_disk_size"
-  display_name = "Home disk size"
-  description  = "The size of the home disk in GB"
-  default      = "20"
-  type         = "number"
-  icon         = "/emojis/1f4be.png"
-  mutable      = false
+  name        = "PVC storage size"
+  type        = "number"
+  description = "Number of GB of storage for '${local.home_dir}'! This will persist after the workspace's K8s Pod is shutdown or deleted."
+  icon        = "https://www.pngall.com/wp-content/uploads/5/Database-Storage-PNG-Clipart.png"
   validation {
-    min = 1
-    max = 99999
+    min       = 10
+    max       = 50
+    monotonic = "increasing"
   }
+  form_type = "slider"
+  mutable   = true
+  default   = 10
+  order     = 3
 }
 
 data "coder_parameter" "ai_prompt" {
@@ -88,7 +112,7 @@ data "coder_workspace_owner" "me" {}
 resource "coder_agent" "dev" {
     arch = "amd64"
     os = "linux"
-    dir = local.home_folder
+    dir = local.home_dir
   startup_script = <<-EOT
     set -e
     sudo apt update
@@ -137,8 +161,8 @@ resource "coder_agent" "dev" {
         CODER_MCP_CLAUDE_TASK_PROMPT        = local.task_prompt
         CODER_MCP_CLAUDE_SYSTEM_PROMPT      = local.system_prompt
         CLAUDE_CODE_USE_BEDROCK = "1"
-        ANTHROPIC_MODEL = "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
-        ANTHROPIC_SMALL_FAST_MODEL = "us.anthropic.claude-3-5-haiku-20241022-v1:0"
+        ANTHROPIC_MODEL = var.anthropic_model
+        ANTHROPIC_SMALL_FAST_MODEL = var.anthropic_small_fast_model
         CODER_MCP_APP_STATUS_SLUG = "claude-code"
         PGVECTOR_USER = "dbadmin"
         PGVECTOR_PASSWORD = "YourStrongPasswordHere1"
@@ -156,7 +180,7 @@ resource "coder_agent" "dev" {
 
 module "coder-login" {
     source   = "registry.coder.com/coder/coder-login/coder"
-    version  = "1.0.15"
+    version  = "1.1.0"
     agent_id = coder_agent.dev.id
 }
 
@@ -171,27 +195,28 @@ data "coder_parameter" "git_repo" {
 module "git_clone" {
   count    = data.coder_workspace.me.start_count
   source   = "registry.coder.com/coder/git-clone/coder"
-  version  = "1.1.1"
+  version  = "1.2.0"
   agent_id = coder_agent.dev.id
   url      = data.coder_parameter.git_repo.value
 }
 
 # Create a code-server instance for the cloned repository
 module "code-server" {
-  count    = data.coder_workspace.me.start_count
-  source   = "registry.coder.com/coder/code-server/coder"
-  version  = "1.0.18"
-  agent_id = coder_agent.dev.id
-  order    = 1
-  folder   = "/home/coder"
+  count      = data.coder_workspace.me.start_count
+  source     = "registry.coder.com/coder/code-server/coder"
+  version    = "1.3.1"
+  agent_id   = coder_agent.dev.id
+  order      = 1
+  folder     = local.home_dir
+  subdomain  = false
 }
 
 module "claude-code" {
     count               = data.coder_workspace.me.start_count
     source              = "registry.coder.com/coder/claude-code/coder"
     version             = "2.2.0"
     agent_id            = coder_agent.dev.id
-    folder              = local.home_folder
+    folder              = local.home_dir
     subdomain           = false
 
     install_claude_code = true
@@ -213,7 +238,7 @@ module "kiro" {
   source   = "registry.coder.com/coder/kiro/coder"
   version  = "1.1.0"
   agent_id = coder_agent.dev.id
-  folder   = "/home/coder"
+  folder   = local.home_dir
 }
 
 resource "coder_app" "preview" {
@@ -235,8 +260,7 @@ resource "coder_app" "preview" {
 
 locals {
     cost = 2
-    region = "us-east-2"
-    home_folder = "/home/coder"
+    region = "us-west-2"
 }
 
 locals {
@@ -447,10 +471,11 @@ module "aurora-pgvector" {
   db_master_username = "dbadmin"
   db_master_password = "YourStrongPasswordHere1"
   database_name      = "mydb1"
+  postgresql_version = var.postgresql_version
 }
 
 resource "coder_metadata" "pod_info" {
     count = data.coder_workspace.me.start_count
     resource_id = kubernetes_deployment.dev[0].id
     daily_cost = local.cost
-}
+}