…nd FSM

- Add LLMFactory protocol: callers pass (LLMConfig) -> BaseChatModel callback;
  module never imports any LLM provider directly (severs copilot_llm coupling)
- Add ModelCatalogProvider protocol for UI config endpoint (severs llm_service coupling)
- Add RunStatus FSM (fsm.py): validated state transitions via transition(status, event)
  replacing direct string assignment (PENDING->RUNNING->COMPLETED|FAILED|TRUNCATED)
- Extract domain-specific prompts (German, CSV-ticket) to host workbench_integration.py;
  module defaults are now generic
- Make suggest-prompt domain_context configurable instead of hardcoded
- Update WorkbenchService/ChatService constructors to accept llm_factory
- Update routes.py configure_blueprint() to accept model_catalog_provider
- Add agent_builder/README.md with integration guide
- Update .github/copilot-instructions.md with full architecture docs
- Update all tests for new constructor signatures; add 12 FSM tests
- 133 agent_builder tests pass

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Apply test design principles:
- Don't test pure calculations with obvious behavior (delete
  test_schema_converter.py, test_prompt_builder.py)
- Remove enum definition tests and refactoring artifact tests
- Add shared conftest.py with fixtures (tmp_db_path, repo,
  workbench_service, tool_registry) eliminating TemporaryDirectory
  boilerplate from every test method
- Parametrize FSM transitions, validation boundaries, evaluator criteria
- Remove duplicate E2E test file (test_workbench_integration_e2e.py)
- Keep valuable tests: E2E lifecycle, service CRUD, persistence,
  JSON roundtrips, serialization contracts

133 tests → 76 tests, ~800 fewer lines, same meaningful coverage.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

…ules notebook, and add anonymization script for PII in CSV

…te agent docs

- Remove all KBA (Knowledge Base Article) feature: 13 backend modules,
  8 frontend files, 6 test files, 17 doc files, E2E test
- Edit app.py, operations.py, api.js, App.jsx, WorkflowPage.jsx,
  AgentCreateForm.jsx, and 4 E2E specs to clean KBA references
- Remove scheduler and APScheduler dependency (KBA-only)
- Restore llm_service.py with inline exception classes (no kba_exceptions)
- Fix langgraph import error: pin langgraph-prebuilt==1.0.4
- Fix test_agents.py: add missing `import operations` for registry
- Merge agent_workbench/ shim into agent_builder/ (update single import)
- Rewrite backend/agent_builder/README.md as portable integration guide
- Rewrite docs/AGENTS.md as project-level agent reference

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

- Create frontend/src/agent-builder-ui/ with reusable building blocks:
  services (SSE singleton, REST API), hooks (useRunManager, useAgentManager),
  and utils (outputUtils, modelOptions, eventFormatters)
- Convert original files to thin re-exports for backward compat
- Update ActivityPage to import from agent-builder-ui directly
- Add agent-builder-ui/README.md with Mermaid diagrams and usage examples
- Add docs/agent-builder-presentation.html (reveal.js, 20+ slides):
  architecture, Quart integration cookbook, LLM factory patterns
  (OpenAI, Azure, Ollama, multi-provider), React UI integration examples

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

…pers

- Created a new docker-compose.test.yml file to set up a PostgreSQL service for testing.
- Added environment variables for the PostgreSQL service including user, password, and database name.
- Implemented shared E2E test helpers in tests/e2e/helpers.js for URL navigation, agent CRUD operations, and dialog handling.

Signed-off-by: Andre Bossard <anbossar@microsoft.com>

Signed-off-by: Andre Bossard <anbossar@microsoft.com>

…ep-by-step instructions

- Introduced a new documentation file for integrating the Agent Builder module.
- Provided a detailed architecture overview using a mermaid diagram.
- Explained the purpose of the integration file and outlined required components.
- Listed integration checklist specific to the robit-x project.
- Included step-by-step instructions for copying the module, setting up dependencies, and configuring the LLM factory, tool registry, and Postgres repository.
- Added a sequence diagram to illustrate integration points during startup and runtime.
- Suggested potential conventions for simplifying integration in future implementations.

Signed-off-by: Andre Bossard <anbossar@microsoft.com>

- Add configureApi() and configureAgentBuilder() for base URL config
- Remove 4 re-export wrapper files (consumers import directly)
- Fix Endpoints display to show Tools count
- Update README with single-call configuration

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Signed-off-by: Andre Bossard <anbossar@microsoft.com>

Signed-off-by: Andre Bossard <anbossar@microsoft.com>

Columns and value keys in SchemaEditor now use Textarea with newline
delimiter instead of comma-separated Input. This allows column names
that contain commas. SchemaRenderer also accepts both newlines and
commas for backward compatibility.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>