*
     * @param reasoning the detection reasoning
     * @return the unclear intent result
     */
    public static IntentDetectionResult unclear(final String reasoning) {
        return new IntentDetectionResult(ChatIntent.UNCLEAR, null, null, reasoning);
    }

    /**
     * Creates a fallback search intent when intent detection fails.
     *
     * @param originalMessage the original user message

                return "";
            }
        });

        mimeTypeHelper.init();

        // With empty config, no override is applied; content-based detection runs
        try (InputStream is = new ByteArrayInputStream(SQL_REM_CONTENT.getBytes(StandardCharsets.UTF_8))) {
            final String contentType = mimeTypeHelper.getContentType(is, "test.sql");

import jakarta.annotation.PostConstruct;

/**
 * FessMimeTypeHelper extends MimeTypeHelperImpl to provide Fess-specific
 * MIME type detection configuration. It reads extension-to-MIME-type override
 * mappings from FessConfig to handle cases where content-based detection
 * produces incorrect results (e.g., SQL files starting with REM comments
 * being misdetected as batch files).
 */

      }
    },

    /**
     * Disables cycle detection. This option causes the factory to return unmodified lock
     * implementations provided by the JDK, and is provided to allow applications to easily
     * parameterize when cycle detection is enabled.
     *
     * <p>Note that locks created by a factory with this policy will not participate the
     * cycle detection performed by locks created by other factories.
     */

            throw new LlmException("systemPrompt is not configured for " + getName());
        }
        return systemPrompt;
    }

    /**
     * Gets the intent detection prompt template.
     *
     * @return the intent detection prompt
     */
    protected String getIntentDetectionPrompt() {
        if (intentDetectionPrompt == null) {

        timeout = 420,
        channel = "experiments",
    ),
    FLAKINESS_DETECTION(
        displayName = "Performance Test Flakiness Detection",
        timeout = 600,
        defaultBaselines = "flakiness-detection-commit",
        channel = "flakiness-detection",
        extraParameters = "--checks none --rerun --cross-version-only",
    ),
    AD_HOC(
        displayName = "AdHoc Performance Test",

### Application Discovery { #application-discovery }

By default, the extension will automatically discover FastAPI applications in your workspace by scanning for files that instantiate `FastAPI()`. If auto-detection doesn't work for your project structure, you can specify an entrypoint via `[tool.fastapi]` in `pyproject.toml` or the `fastapi.entryPoint` VS Code setting using module notation (e.g. `myapp.main:app`).

## Features { #features }

 * Used for SSE streaming to notify clients about the current processing state.
 */
public interface ChatPhaseCallback {

    /** Phase name for intent detection */
    String PHASE_INTENT = "intent";

    /** Phase name for document search */
    String PHASE_SEARCH = "search";

    /** Phase name for result evaluation */
    String PHASE_EVALUATE = "evaluate";

### Découvrir l’application { #application-discovery }

            }
            failureConditions {
                // We have test-retry to handle the crash in tests
                javaCrash = false
                // We want to see the flaky tests for flakiness detection
                supportTestRetry = (performanceTestBuildSpec.type != PerformanceTestType.FLAKINESS_DETECTION)
            }
            if (testProjects.isNotEmpty()) {
                steps {