Upload the crate and send Kafka messages under the new_profile build profile.

[A-Mavericks]

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Project	Deployment	Preview	Comments	Updated (UTC)
mega	Ready	Preview	Comment	Aug 25, 2025 9:33am

[Copilot]

Pull Request Overview

This PR updates the crate synchronization system to use a new build profile called "new_profile" with database integration and enhanced Kafka messaging. The changes include migrating from file-based processing tracking to PostgreSQL, restructuring the codebase into proper Python modules, and updating configuration endpoints for the development environment.

• Replaces file-based crate processing tracking with PostgreSQL database storage
• Refactors Python code into proper modules with database models and utility functions
• Updates Kafka broker endpoints and topic names for the new environment
• Adds enhanced Kafka message models with structured data formats

Reviewed Changes

Copilot reviewed 22 out of 24 changed files in this pull request and generated 8 comments.

Show a summary per file

File	Description
extensions/update/sync.py	Main sync logic refactored to use database instead of JSON files, updated Kafka configuration
extensions/update/model.py	New SQLAlchemy models for database storage of sync results
extensions/update/kafka_message_model.py	Pydantic models for structured Kafka messages
extensions/update/do_utils.py	Database utility functions for CRUD operations
extensions/update/database.py	Database connection configuration
extensions/rag/index/src/main.rs	Added test module for Kafka message consumption
extensions/rag/index/src/lib.rs	Updated broker and topic default values
extensions/rag/index/requirements.txt	Added database and validation dependencies
extensions/rag/index/index.sh	Updated module import path and proxy configuration
extensions/rag/index/Dockerfile	Changed to copy entire extensions directory
extensions/rag/chat/src/main.rs	Updated collection name for vector search
extensions/rag/chat/src/lib.rs	Added new async functions for search and generation
extensions/rag/chat/Dockerfile	Fixed chat script path
extensions/rag/README.md	Added host mapping for git server
extensions/rag/.env	Updated broker and topic configuration
extensions/observatory/src/model/mod.rs	Updated data source enum values
extensions/observatory/src/model/crates_pro_message.rs	New message model definitions
extensions/agent/src/model.rs	New request/response models for code review
extensions/agent/src/main.rs	New HTTP server setup
extensions/agent/src/api.rs	Code review API implementation with diff parsing
extensions/agent/README.md	Documentation for agent service
extensions/agent/Cargo.toml	Dependencies for agent service

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[Copilot]

The timestamp field is defined as datetime type, but in sync.py it's being passed as a string. Either change this to str type or ensure the calling code passes a datetime object.

Suggested change

	timestamp: datetime
	extra_field: Optional[str] = None
	extra_field: Optional[str] = None
	@validator('timestamp', pre=True)
	def parse_timestamp(cls, value):
	if isinstance(value, str):
	# Try to parse ISO format string to datetime
	from datetime import datetime
	try:
	return datetime.fromisoformat(value)
	except ValueError:
	raise ValueError(f"Invalid datetime format for timestamp: {value}")
	return value

[Copilot]

The collection name 'test_test_code_items' is hardcoded and appears to be a test value. This should be configurable through environment variables or constants.

Suggested change

	pub async fn search_context(query: &str) -> Result<String, Box<dyn std::error::Error>> {
	let search_node = SearchNode::new(&vect_url(), &qdrant_url(), "test_test_code_items")?;
	pub fn qdrant_collection_name() -> String {
	env::var("QDRANT_COLLECTION_NAME").unwrap_or_else(|_| "test_test_code_items".to_string())
	}
	pub async fn search_context(query: &str) -> Result<String, Box<dyn std::error::Error>> {
	let search_node = SearchNode::new(&vect_url(), &qdrant_url(), &qdrant_collection_name())?;

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