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johnpccd 2025-05-24 17:42:36 +02:00
parent 6257362ac2
commit 0852b1ea0c
6 changed files with 390 additions and 321 deletions
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34
README.md
View File

@ -536,4 +536,36 @@ This modular architecture provides several benefits:
- **Testability**: Modules can be tested in isolation with mocked dependencies - **Testability**: Modules can be tested in isolation with mocked dependencies
- **Scalability**: New features can be added by extending existing modules - **Scalability**: New features can be added by extending existing modules
- **Reusability**: Common functionality is centralized for consistent implementation - **Reusability**: Common functionality is centralized for consistent implementation
- **Security**: Authentication and authorization are handled consistently - **Security**: Authentication and authorization are handled consistently
## TODO
### High Priority
- [ ] Remove Pinecone integration and complete Qdrant migration
- [ ] Test and validate vector search functionality with Qdrant
- [ ] Implement proper pagination for search results
- [ ] Test Cloud Function image processing pipeline
- [ ] Validate VM setup for self-hosted Qdrant instance
### Medium Priority
- [ ] Add comprehensive logging for vector search operations
- [ ] Implement caching layer for frequently accessed embeddings
- [ ] Add monitoring and alerting for vector database performance
- [ ] Create backup strategy for vector database
- [ ] Document vector search API endpoints
### Low Priority
- [ ] Add support for batch embedding generation
- [ ] Implement embedding versioning
- [ ] Add support for custom embedding models
- [ ] Create visualization tools for embedding space
- [ ] Add support for embedding fine-tuning
## Recent Changes
- Migrated from Pinecone to self-hosted Qdrant
- Added Cloud Function for async image processing
- Implemented vector similarity search
- Added E2E testing infrastructure
- Set up VM for vector database hosting

60
deployment/deploy.sh
View File

@ -77,6 +77,7 @@ echo "==================================="
# Destroy resources with Terraform # Destroy resources with Terraform
if [ "$DESTROY" = true ]; then if [ "$DESTROY" = true ]; then
echo "WARNING: This will destroy all cloud resources managed by Terraform!" echo "WARNING: This will destroy all cloud resources managed by Terraform!"
echo "This includes Cloud Run services, Firestore database, storage buckets, and all data!"
echo "This action cannot be undone." echo "This action cannot be undone."
read -p "Are you sure you want to continue? (yes/no): " confirm read -p "Are you sure you want to continue? (yes/no): " confirm
@ -96,10 +97,21 @@ if [ "$DESTROY" = true ]; then
fi fi
terraform init terraform init
# Import existing resources if they exist and aren't in state
echo "Importing any existing resources not managed by Terraform..."
# Try to import Cloud Run service
terraform import google_cloud_run_service.sereact "locations/$REGION/namespaces/$PROJECT_ID/services/sereact" 2>/dev/null || echo "Cloud Run service import skipped (already in state or doesn't exist)"
# Try to import Firestore database
terraform import google_firestore_database.database "projects/$PROJECT_ID/databases/(default)" 2>/dev/null || echo "Firestore database import skipped (already in state or doesn't exist)"
# Destroy everything through Terraform
terraform destroy -auto-approve terraform destroy -auto-approve
cd - > /dev/null cd - > /dev/null
echo "Resources destroyed successfully." echo "All resources destroyed successfully via Terraform."
exit 0 exit 0
fi fi
@ -149,36 +161,34 @@ fi
# Deploy to Cloud Run # Deploy to Cloud Run
if [ "$DEPLOY" = true ]; then if [ "$DEPLOY" = true ]; then
echo "Deploying to Cloud Run..." echo "Deploying to Cloud Run via Terraform..."
# Deploy using the latest image # Ensure the latest image exists
LATEST_IMAGE_NAME="gcr.io/$PROJECT_ID/$IMAGE_NAME:latest" LATEST_IMAGE_NAME="gcr.io/$PROJECT_ID/$IMAGE_NAME:latest"
# Check if we have an existing service.yaml to use # Check if image exists
if [ -f "$(dirname "$0")/cloud-run/service.yaml" ]; then if ! docker manifest inspect "$LATEST_IMAGE_NAME" > /dev/null 2>&1; then
echo "Deploying using service.yaml configuration..." echo "ERROR: Image $LATEST_IMAGE_NAME not found. Please run --build first."
# Update image in service.yaml before deploying exit 1
YAML_FILE="$(dirname "$0")/cloud-run/service.yaml"
# Create a temporary file for sed operation
TMP_FILE=$(mktemp)
# Replace the image line in the YAML file
sed "s|image: gcr.io/[^/]*/[^:]*:.*|image: $LATEST_IMAGE_NAME|" "$YAML_FILE" > "$TMP_FILE"
# Replace the original file
cat "$TMP_FILE" > "$YAML_FILE"
rm "$TMP_FILE"
# Deploy with the updated YAML
gcloud run services replace "$YAML_FILE" --region="$REGION"
else
echo "Deploying directly..."
gcloud run deploy "$SERVICE_NAME" \
--image="$LATEST_IMAGE_NAME" \
--platform="managed" \
--region="$REGION" \
--allow-unauthenticated
fi fi
# Deploy using Terraform
cd "$(dirname "$0")/terraform"
# Check if terraform.tfvars exists
if [ ! -f terraform.tfvars ]; then
echo "ERROR: terraform.tfvars not found. Please run --provision first."
exit 1
fi
echo "Applying Terraform configuration to deploy Cloud Run service..."
terraform init
terraform apply -auto-approve
cd - > /dev/null
# Get service URL # Get service URL
SERVICE_URL=$(gcloud run services describe "$SERVICE_NAME" --region="$REGION" --format='value(status.url)') SERVICE_URL=$(gcloud run services describe "sereact" --region="$REGION" --format='value(status.url)')
echo "Deployment completed successfully." echo "Deployment completed successfully."
echo "Service URL: $SERVICE_URL" echo "Service URL: $SERVICE_URL"

32
deployment/terraform/main.tf
View File

@ -69,17 +69,49 @@ resource "google_cloud_run_service" "sereact" {
value = var.project_id value = var.project_id
} }
env {
name = "FIRESTORE_CREDENTIALS_FILE"
value = "/var/secrets/google/key.json"
}
env {
name = "GOOGLE_APPLICATION_CREDENTIALS"
value = "/var/secrets/google/key.json"
}
env { env {
name = "GCS_BUCKET_NAME" name = "GCS_BUCKET_NAME"
value = var.storage_bucket_name value = var.storage_bucket_name
} }
env {
name = "VECTOR_DB_ENVIRONMENT"
value = var.vector_db_environment
}
env {
name = "VECTOR_DB_INDEX_NAME"
value = var.vector_db_index_name
}
env { env {
name = "LOG_LEVEL" name = "LOG_LEVEL"
value = "INFO" value = "INFO"
} }
} }
} }
metadata {
annotations = {
"autoscaling.knative.dev/maxScale" = "10"
"run.googleapis.com/ingress" = "all"
}
}
}
traffic {
percent = 100
latest_revision = true
} }
depends_on = [google_project_service.services] depends_on = [google_project_service.services]

2
deployment/terraform/terraform.tfstate
View File

@ -1,7 +1,7 @@
{ {
"version": 4, "version": 4,
"terraform_version": "1.10.1", "terraform_version": "1.10.1",
"serial": 53, "serial": 57,
"lineage": "a183cd95-f987-8698-c6dd-84e933c394a5", "lineage": "a183cd95-f987-8698-c6dd-84e933c394a5",
"outputs": {}, "outputs": {},
"resources": [], "resources": [],

571
deployment/terraform/terraform.tfstate.backup
View File

@ -1,27 +1,55 @@
{ {
"version": 4, "version": 4,
"terraform_version": "1.10.1", "terraform_version": "1.10.1",
"serial": 41, "serial": 54,
"lineage": "a183cd95-f987-8698-c6dd-84e933c394a5", "lineage": "a183cd95-f987-8698-c6dd-84e933c394a5",
"outputs": { "outputs": {
"cloud_run_url": {
"value": "https://sereact-p64zpdtkta-uc.a.run.app",
"type": "string"
},
"container_registry_url": { "container_registry_url": {
"value": "gcr.io/gen-lang-client-0424120530/sereact", "value": "gcr.io/gen-lang-client-0424120530/sereact",
"type": "string" "type": "string"
}, },
"firestore_database_id": {
"value": null,
"type": "string"
},
"pubsub_dlq_topic_name": { "pubsub_dlq_topic_name": {
"value": "image-processing-topic-dlq", "value": null,
"type": "string" "type": "string"
}, },
"pubsub_subscription_name": { "pubsub_subscription_name": {
"value": "image-processing-topic-subscription", "value": null,
"type": "string" "type": "string"
}, },
"pubsub_topic_name": { "pubsub_topic_name": {
"value": "image-processing-topic", "value": null,
"type": "string"
},
"qdrant_grpc_endpoint": {
"value": null,
"type": "string"
},
"qdrant_http_endpoint": {
"value": null,
"type": "string" "type": "string"
}, },
"storage_bucket_name": { "storage_bucket_name": {
"value": "sereact-storage-bucket", "value": null,
"type": "string"
},
"vector_db_vm_external_ip": {
"value": null,
"type": "string"
},
"vector_db_vm_internal_ip": {
"value": null,
"type": "string"
},
"vector_db_vm_name": {
"value": null,
"type": "string" "type": "string"
} }
}, },
@ -61,310 +89,265 @@
}, },
{ {
"mode": "managed", "mode": "managed",
"type": "google_project_service", "type": "google_cloud_run_service",
"name": "services", "name": "sereact",
"provider": "provider[\"registry.terraform.io/hashicorp/google\"]", "provider": "provider[\"registry.terraform.io/hashicorp/google\"]",
"instances": [ "instances": [
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"id": "gen-lang-client-0424120530/cloudresourcemanager.googleapis.com", "location": "us-central1",
"project": "gen-lang-client-0424120530", "metadata": [
"service": "cloudresourcemanager.googleapis.com",
"timeouts": null
},
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},
{
"index_key": "containerregistry.googleapis.com",
"schema_version": 0,
"attributes": {
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"disable_on_destroy": false,
"id": "gen-lang-client-0424120530/containerregistry.googleapis.com",
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"index_key": "firestore.googleapis.com",
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"private": "eyJlMmJmYjczMC1lY2FhLTExZTYtOGY4OC0zNDM2M2JjN2M0YzAiOnsiY3JlYXRlIjoxMjAwMDAwMDAwMDAwLCJkZWxldGUiOjEyMDAwMDAwMDAwMDAsInJlYWQiOjYwMDAwMDAwMDAwMCwidXBkYXRlIjoxMjAwMDAwMDAwMDAwfX0="
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"schema_version": 0,
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]
},
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"type": "google_pubsub_subscription",
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]
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"members": [
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],
"project": "gen-lang-client-0424120530",
"role": "roles/pubsub.publisher",
"topic": "projects/gen-lang-client-0424120530/topics/image-processing-topic"
},
"sensitive_attributes": [],
"private": "bnVsbA==",
"dependencies": [
"data.google_project.current",
"google_pubsub_topic.image_processing"
]
}
]
},
{
"mode": "managed",
"type": "google_storage_bucket",
"name": "app_bucket",
"provider": "provider[\"registry.terraform.io/hashicorp/google\"]",
"instances": [
{
"schema_version": 3,
"attributes": {
"autoclass": [],
"cors": [],
"custom_placement_config": [],
"default_event_based_hold": false,
"effective_labels": {
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},
"enable_object_retention": false,
"encryption": [],
"force_destroy": false,
"hierarchical_namespace": [
{ {
"enabled": false "latest_revision": true,
"percent": 100,
"revision_name": "",
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} }
], ]
"id": "sereact-storage-bucket",
"labels": null,
"lifecycle_rule": [],
"location": "US-CENTRAL1",
"logging": [],
"name": "sereact-storage-bucket",
"project": "gen-lang-client-0424120530",
"project_number": 761163285547,
"public_access_prevention": "inherited",
"requester_pays": false,
"retention_policy": [],
"rpo": null,
"self_link": "https://www.googleapis.com/storage/v1/b/sereact-storage-bucket",
"soft_delete_policy": [
{
"effective_time": "2025-05-24T15:17:40.181Z",
"retention_duration_seconds": 604800
}
],
"storage_class": "STANDARD",
"terraform_labels": {
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},
"time_created": "2025-05-24T15:17:40.181Z",
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"uniform_bucket_level_access": true,
"updated": "2025-05-24T15:17:40.181Z",
"url": "gs://sereact-storage-bucket",
"versioning": [],
"website": []
}, },
"sensitive_attributes": [], "sensitive_attributes": [],
"private": "eyJlMmJmYjczMC1lY2FhLTExZTYtOGY4OC0zNDM2M2JjN2M0YzAiOnsiY3JlYXRlIjo2MDAwMDAwMDAwMDAsInJlYWQiOjI0MDAwMDAwMDAwMCwidXBkYXRlIjoyNDAwMDAwMDAwMDB9LCJzY2hlbWFfdmVyc2lvbiI6IjMifQ==", "private": "eyJlMmJmYjczMC1lY2FhLTExZTYtOGY4OC0zNDM2M2JjN2M0YzAiOnsiY3JlYXRlIjoxMjAwMDAwMDAwMDAwLCJkZWxldGUiOjEyMDAwMDAwMDAwMDAsInVwZGF0ZSI6MTIwMDAwMDAwMDAwMH0sInNjaGVtYV92ZXJzaW9uIjoiMiJ9"
"dependencies": [
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]
} }
] ]
},
{
"mode": "managed",
"type": "google_compute_instance",
"name": "vector_db_vm_with_static_ip",
"provider": "provider[\"registry.terraform.io/hashicorp/google\"]",
"instances": []
} }
], ],
"check_results": null "check_results": null

12
deployment/terraform/variables.tf
View File

@ -58,6 +58,18 @@ variable "qdrant_api_key" {
default = "" default = ""
} }
variable "vector_db_environment" {
description = "Vector database environment (e.g., gcp-starter for Pinecone)"
type = string
default = "gcp-starter"
}
variable "vector_db_index_name" {
description = "Vector database index name for image embeddings"
type = string
default = "image-embeddings"
}
variable "allowed_cidr_blocks" { variable "allowed_cidr_blocks" {
description = "CIDR blocks allowed to access the vector database" description = "CIDR blocks allowed to access the vector database"
type = string type = string