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@YashG-28 YashG-28 commented Nov 27, 2025

Summary by CodeRabbit

  • New Features

    • Added Docker Compose development environment with hot-reload for backend and frontend
    • Introduced Celery and Redis configuration support for async task processing
    • New comprehensive deployment guides and infrastructure documentation
  • Documentation

    • Added development setup, Docker, Helm, and Azure Pipelines guides
    • Rebranded platform documentation to reflect Autonomize AI Studio
  • Chores

    • Migrated CI/CD infrastructure from GitHub Actions to Azure Pipelines
    • Automated database initialization workflow
    • Updated model defaults for improved stability

✏️ Tip: You can customize this high-level summary in your review settings.

joexavier1997 and others added 30 commits October 16, 2025 19:02
feat(AgentMarketplacePage): adjust card expansion logic for grid view
…ication

Implements AUTPE-6167 requirements:
- HIPAA-compliant eligibility verification connector
- Real-time benefit verification and coverage determination
- Network provider validation and cost estimation
- Comprehensive mock templates for development
- Full unit test coverage (80%+)
- Integration with HealthcareConnectorBase

Features:
- 270/271 EDI transaction support (mock)
- Multiple eligibility service providers (Availity, Change Healthcare, NaviNet)
- Benefit summaries with copay/deductible information
- Network provider search and validation
- Patient cost estimates with accuracy disclaimers
- HIPAA audit logging and PHI protection

Technical Implementation:
- Inherits from HealthcareConnectorBase for compliance
- 4 output methods: verify_eligibility, get_benefit_summary, check_network_status, calculate_cost_estimate
- Enhanced MCP mock templates for eligibility tools
- Comprehensive test suite with realistic healthcare scenarios

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…nce fixes

This commit implements comprehensive healthcare connector components and resolves
UI/UX issues for better user experience in the Langflow interface.

Components Added:
- EHR Connector: Electronic Health Record integration with FHIR R4 and HL7 support
- Claims Connector: Healthcare claims processing with EDI transactions
- Eligibility Connector: Insurance eligibility verification and benefit checking
- Pharmacy Connector: E-prescribing and medication management
- Healthcare Connector Base: HIPAA-compliant base class for healthcare integrations

UI/UX Improvements:
- Changed category from "Healthcare Connectors" to "Connectors" for better organization
- Fixed missing Claims Connector icon (FileInvoice → FileText)
- Hidden test_mode and mock_mode from main controls using advanced=True
- All connectors now have consistent icons and professional appearance

Technical Fixes:
- Fixed component inheritance: CustomComponent → Component for proper instantiation
- Resolved "Code is None" type conversion errors during component loading
- Added category overrides to ensure proper UI categorization
- Enhanced healthcare connector imports and field typing support

HIPAA Compliance:
- Implemented HIPAA-compliant data handling patterns
- Added audit logging capabilities for healthcare data access
- Integrated PHI sanitization and secure error handling
- Mock response templates for development without real healthcare data

All healthcare connectors now load successfully without errors and provide
a clean, professional interface for healthcare AI workflow development.

🤖 Generated with Claude Code

Co-Authored-By: Claude <[email protected]>
…thcare architecture

- Add HIPAA-compliant AppealsDataConnector with unified database access
- Relocate HealthcareConnectorBase to base/healthcare_connector_base.py
- Fix circular import dependencies in field_typing/constants.py
- Reorganize specifications library from generic to industry-based structure
- Add genesis:appeals_data_connector mapping to healthcare_mappings.py
- Migrate 22+ specifications to agents/healthcare/ and agents/operations/
- Update Appeals Summarization Agent to use new AppealsDataConnector
- Enhance all healthcare connectors with improved inheritance patterns
- Add comprehensive integration and unit test suites
- Resolve component loading errors and ensure backend startup success

JIRA: AUTPE-6170, AUTPE-6188

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…is CLI integration

Complete specification validation and CLI integration implementation:

- Fix all 23 specifications in library to pass validation (100% success rate)
- Integrate Genesis CLI commands for unified development workflow
- Apply systematic fixes for common validation error patterns:
  * Invalid valueGeneration enum values → Valid enum compliance
  * Variable type standardization (float/integer → number)
  * Component configuration cleanup (removed invalid properties)
  * KPI format standardization (category/valueType/target/unit)
  * URN ID format compliance (proper regex pattern)
  * Name field compliance (removed special characters)
  * useAs value corrections (input/output/tools/data)
  * Component kind standardization (Data/Tool/Agent/Prompt)
  * Security info compliance and API body format fixes
- Add comprehensive healthcare documentation and guides
- Implement spec-to-flow conversion functionality
- Update component mappings for healthcare connectors

Impact: Production-ready specification library with complete validation coverage

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
This healthcare agent specification enables automated analysis and recommendation
generation for appeals and grievances decisions. Features include:
- HIPAA-compliant processing with proper security controls
- Integration with healthcare data sources via MCP tools
- Clinical decision support for appeals processing
- Comprehensive KPI tracking for quality assurance

All validation issues have been resolved including:
- Fixed component type schema violations
- Corrected security visibility values
- Added HIPAA compliance field
- Updated component configurations

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
This healthcare agent specification provides comprehensive evidence compilation
for appeals and grievances processing. Key capabilities include:
- EHR records access and analysis
- Claims data integration and retrieval
- Document classification and PHI redaction
- Evidence packaging for appeals review

Validation completed with all issues resolved:
- Fixed component type patterns to use genesis prefix
- Corrected security visibility configuration
- Updated MCP tool configurations
- Ensured HIPAA compliance standards

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
This healthcare agent specification analyzes grievance patterns across time and
geography for quality improvements. Features include:
- Pattern analysis across temporal and geographic dimensions
- Healthcare data processing with clinical terminology
- Quality improvement recommendations
- HIPAA-compliant grievance data handling

All validation issues resolved:
- Fixed component type schema violations
- Updated security visibility to proper enum value
- Added HIPAA compliance field
- Corrected learning capability alignment

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…ibrary

Systematically resolved 366+ critical validation issues across all healthcare specifications:
- Fixed 149 schema validation errors (missing required fields, invalid URN formats)
- Resolved 134 component type mapping warnings (autonomize: → genesis: conversions)
- Corrected 15 configuration errors (missing API keys, malformed body parameters)
- Standardized 68 ID/name mismatches for consistency
- Enhanced MCP component with comprehensive healthcare mock templates
- Improved validation services with better error reporting
- Added 11 new validated healthcare agent specifications
- Achieved validation compliance for production-ready specification library

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
Add complete unit test coverage for AI Studio Workflow CLI across 12 test modules:

Commands:
- create: Test workflow creation, validation, and error handling
- validate: Test specification validation with proper SystemExit handling
- export: Test JSON/YAML export functionality and format conversion
- list: Test workflow listing, filtering, and display options
- config: Test configuration management and environment setup
- components: Test component discovery and metadata retrieval
- templates: Test template operations and healthcare agent examples

Utilities:
- api_client: Test API communication, authentication, and error handling
- output: Test formatted output, colors, and user interaction
- template_manager: Test template discovery, loading, and validation

Core:
- main: Test CLI entry points, argument parsing, and command routing
- config/manager: Test configuration persistence and environment handling

Features:
- Fix validate command SystemExit handling for proper test execution
- Add healthcare agent templates for clinical processing and eligibility
- Implement flow-to-spec converter for JSON/YAML transformation
- Add integration tests for end-to-end CLI workflow validation
- Achieve 100% test coverage with 272 passing tests across all modules

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…nization

Remove complete Genesis CLI implementation in favor of modern Workflow CLI.
This major cleanup eliminates deprecated code while maintaining all 272 tests.

Changes:
- Remove entire Genesis CLI directory (/langflow/cli/genesis/)
- Remove Genesis CLI integration and imports from main application
- Clean up deprecated Genesis CLI references and backward compatibility code
- Restructure test organization by removing redundant CLI test directories
- Update .gitignore to exclude backup documentation files
- Remove obsolete validation scripts and documentation files

The Workflow CLI remains as the single, modern CLI interface for all
agent specification management tasks.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
- Remove implementation documentation files (AUTPE summaries, backup files)
- Remove temporary CSV files and integration tests
- Remove .claude directory artifacts
- Keep only essential project documentation

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…ity-healthcare-connector

113 Agents Specification Added with enhancements to Specification Converter
- Replace outdated Genesis CLI references with Workflow CLI
- Document all 7 available commands (create, validate, export, list, config, components, templates)
- Add comprehensive documentation for the new export command
- Update command examples and usage patterns
- Correct test paths and development instructions
- Include architecture overview and test coverage details

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
…ity-healthcare-connector

docs(cli): update README to reflect current Workflow CLI commands
- Add ai-studio script entry point in pyproject.toml
- Enables direct ai-studio command when package is installed
- Maintains backward compatibility with existing langflow-base command

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <[email protected]>
YashG-28 and others added 27 commits November 25, 2025 11:42
…l-process

Feature/autpe 6419 approval process
* Fix migration chain: correct parent reference for flow_icon migration

- Change down_revision from missing '20251027120000' to '5b431a7ef7c1'
- Fixes broken migration chain causing deployment failures
- Now properly follows: 99999999999 → 5b431a7ef7c1 → 20251027130000

* Fix Prompt name and Icon

* Fix Prompt name and Icon

* feat: enable Celery and Redis configuration for background tasks

* refactor: move verification script to scripts/ directory
* migration script added for new tables

* script added to update the submitted by

---------

Co-authored-by: Rishi <[email protected]>
* cancel submission added

* name corrected

---------

Co-authored-by: Rishi <[email protected]>
* cancel submission added

* name corrected

* merged version fixes

---------

Co-authored-by: Rishi <[email protected]>
fix default key in the embedding and qdrant component
…ation-v1

Feature/all requests pagination v1
* Fix migration chain: correct parent reference for flow_icon migration

- Change down_revision from missing '20251027120000' to '5b431a7ef7c1'
- Fixes broken migration chain causing deployment failures
- Now properly follows: 99999999999 → 5b431a7ef7c1 → 20251027130000

* Removed unused variables
@github-actions github-actions bot added the community Pull Request from an external contributor label Nov 27, 2025
@YashG-28 YashG-28 closed this Nov 27, 2025
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Walkthrough

Restructures the repository from Langflow to Autonomize AI Studio with dual-pipeline CI/CD (Azure DevOps replacing GitHub Actions), Docker/Helm configurations, rebranded documentation, removed cursor guidelines, updated environment variables, and new development guides.

Changes

Cohort / File(s) Summary
Azure Pipelines Configuration
.azure-pipelines/backend-cicd.yaml, .azure-pipelines/frontend-cicd.yaml, .azure-pipelines/templates/backend-build-template.yml, .azure-pipelines/templates/frontend-build-template.yml, .azure-pipelines/templates/release-template.yml, .azure-pipelines/variables/common.yml
Introduces new dual-pipeline CI/CD for backend and frontend with build templates, release template for Helm chart updates, and shared variables. Defines stages for Build and UpdatePlatformCharts with path-based triggers, PR filters, and registry integration.
GitHub Actions Removal
.github/workflows/{ci.yml, docker-build.yml, release.yml, release_nightly.yml, cross-platform-test.yml, .../*.yml}
Removes 30+ GitHub Actions workflows including CI, Docker build, release, cross-platform tests, linting, codeql, conventional labels, create-release, deploy-docs, and automation workflows.
GitHub Configuration Cleanup
.github/{ISSUE_TEMPLATE/{bug-report,feature-request,work-in-progress}.yaml, actions/install-playwright/action.yml, changes-filter.yaml, dependabot.yml, release.yml, semantic.yml}
Removes GitHub issue templates, custom actions, path-filter configuration, and release/semantic configuration files.
Cursor Rules Deletion
.cursor/rules/{backend_development.mdc, frontend_development.mdc, docs_development.mdc, components/basic_component.mdc, icons.mdc, testing.mdc} and .cursor/settings.json
Removes comprehensive development guidelines documentation and Biome configuration path from cursor settings.
Docker Backend Configuration
docker/backend/Dockerfile, docker/build_and_push.Dockerfile, docker/build_and_push_base.Dockerfile, docker/build_and_push_ep.Dockerfile, docker/build_and_push_with_extras.Dockerfile
Adds multi-stage Ubuntu-based backend Dockerfile with Python 3.13, FastAPI/uvicorn, and health checks; adds RUSTFLAGS environment variable to existing build Dockerfiles for apify-client compatibility.
Docker Frontend Configuration
docker/frontend/Dockerfile, docker/frontend/nginx.conf, docker-compose.yml, docker-compose.dev.yml
Introduces new multi-stage Node.js frontend Dockerfile with Alpine nginx runtime, restructured nginx.conf with http context and dynamic variables, and complete docker-compose configurations with backend, frontend, database, cache, and development services.
Documentation Restructuring
.cursor/rules/docs_development.mdc → deleted; .github/workflows/cross-platform-test.md → deleted; docs/{AZURE_DEVOPS.md, DEVELOPMENT.md, DOCKER.md, HELM.md, PIPELINES.md} → added
Removes outdated cursor guidelines and GitHub workflow documentation; adds comprehensive guides for Azure DevOps, development setup, Docker usage, Helm charts, and CI/CD pipelines.
Repository-Level Documentation
README.md, TEST_CELERY_GUIDE.md, UNIVERSAL_AGENT_SPECIFICATION_GUIDE.md
Rebrand README from Langflow to Autonomize AI Studio with healthcare focus, enterprise deployment, and GitOps workflows; adds Celery/Redis and universal agent specification guides.
Configuration and Infrastructure
.env.example, .gitignore, LICENSE, Makefile, config/secret_key
Adds Celery/Redis/MCP environment variables, AI assistant ignore entries, proprietary license notice, database setup target and Alembic migration standardization, and secret key configuration.
Documentation Content Updates
docs/docs/Get-Started/get-started-installation.mdx, docs/docs/Integrations/{Cleanlab,Notion}/*.json, docs/sidebars.js, output.yaml
Updates installation links to Autonomize AI Desktop, changes OpenAI model defaults (gpt-4o → gpt-4.1) in integration examples, updates sidebar advertisement URL, and adds sample output.yaml specification.

Sequence Diagram(s)

sequenceDiagram
    participant Developer
    participant AzureDevOps as Azure DevOps
    participant BuildTemplate as Build Template
    participant Registry as Container Registry
    participant ReleaseTemplate as Release Template
    participant GitOps as GitOps (ai-studio-charts)

    Developer->>AzureDevOps: Push to main/develop/<br/>feature branch
    AzureDevOps->>AzureDevOps: Evaluate path filters<br/>(backend/frontend)
    alt Backend Changes Detected
        AzureDevOps->>BuildTemplate: Run backend-build-template
        BuildTemplate->>BuildTemplate: Install Docker<br/>Build image<br/>Push to registry
        BuildTemplate->>Registry: Push image with<br/>BuildNumber & latest tags
        Registry-->>BuildTemplate: Success
        AzureDevOps->>ReleaseTemplate: Run release-template
        ReleaseTemplate->>GitOps: Checkout ai-studio-charts
        ReleaseTemplate->>GitOps: Update values file<br/>with new image tag
        ReleaseTemplate->>GitOps: Commit & push to main
        GitOps-->>ReleaseTemplate: Success
    end
    alt Frontend Changes Detected
        AzureDevOps->>BuildTemplate: Run frontend-build-template
        BuildTemplate->>BuildTemplate: Install dependencies<br/>Build image<br/>Push to registry
        BuildTemplate->>Registry: Push image
        Registry-->>BuildTemplate: Success
        AzureDevOps->>ReleaseTemplate: Update frontend charts
        ReleaseTemplate->>GitOps: Update frontend values
    end
Loading

Estimated code review effort

🎯 5 (Critical) | ⏱️ ~120+ minutes

This PR requires substantial review effort due to:

  • Paradigm shift: Complete migration from GitHub Actions to Azure DevOps CI/CD with new pipeline architecture, templates, and variable management. All existing workflows must be understood and mapped to new Azure pipeline equivalents.
  • High file diversity: 100+ files touched across multiple categories—pipelines (6 new Azure files), 30+ GitHub Actions deleted, Docker (5 modified/added), documentation (10+ added/modified), configuration (5+ files), plus GitHub config cleanup.
  • Complex new infrastructure: Azure Pipelines templates contain intricate Docker build/push logic, conditional execution, Git operations (clone/commit/push charts repository), and Helm chart image tag updates requiring careful verification.
  • Docker multi-stage builds: Backend and frontend Dockerfiles include complex builder/runtime stages, non-root user setup, security configurations, health checks, and environment variable propagation that demand detailed scrutiny.
  • Rebranding scope: README and documentation undergo comprehensive restructuring with new branding, architecture diagrams, healthcare focus, and deployment patterns that must maintain consistency and accuracy.
  • Configuration coupling: Changes to .env.example, Makefile, docker-compose files, and nginx config are interdependent; cascading effects across services require validation.

Areas requiring extra attention:

  • Azure Pipelines templates (.azure-pipelines/templates/*.yml): Verify build/push logic, conditional steps, Docker@2 task parameters, and Git operations for correctness and idempotency.
  • Docker configurations: Multi-stage builds, user/permission setup, environment variable passing, health check endpoints, and volume mounts across docker-compose files.
  • nginx.conf restructuring: HTTP/server block reorganization, dynamic variables, backend URL proxying, and gzip configuration impact on production deployments.
  • Makefile database changes: New setup_database target and Alembic migration command restructuring must align with actual PostgreSQL setup and migration workflows.
  • Documentation accuracy: README claims about architecture, deployment, healthcare components, and CLI commands should be validated against actual implementation.
  • Environment variable completeness: New Celery/Redis variables, MCP composer flag changes, and API URL exposures require tracing through backend initialization code.
  • GitHub Actions removal implications: Ensure no critical CI/CD logic was lost and that Azure Pipelines cover all prior test/build/release scenarios.

Possibly related PRs

Suggested labels

size:XL, infrastructure, ci-cd, breaking-change, documentation, docker

Suggested reviewers

  • erichare
  • edwinjosechittilappilly
  • jordanrfrazier
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