return detectIntent(userMessage);
    }

    /**
     * Evaluates search results for relevance to the user's question.
     *
     * @param userMessage the original user message
     * @param query the search query used
     * @param searchResults the search results to evaluate
     * @return evaluation result with relevant document IDs
     */

	dir := filepath.Dir(file)
	dir = filepath.Dir(dir)

	s := filepath.Dir(dir)
	if filepath.Base(s) != "gorm.io" {
		s = dir
	}
	return filepath.ToSlash(s) + "/"
}

// CallerFrame retrieves the first relevant stack frame outside of GORM's internal implementation files.
// It skips:
//   - GORM's core source files (identified by gormSourceDir prefix)
//   - Exclude test files (*_test.go)
//   - go-gorm/gen's Generated files (*.gen.go)

    }

    /**
     * Creates a new Maven-like repository system session by initializing the session with values typical for
     * Maven-based resolution. In more detail, this method configures settings relevant for the processing of dependency
     * graphs, most other settings remain at their generic default value. Use the various setters to further configure

    }

    /**
     * Evaluates search results for relevance using the configured LLM client.
     *
     * @param userMessage the original user message
     * @param query the search query used
     * @param searchResults the search results to evaluate
     * @return evaluation result with relevant document IDs
     * @throws LlmException if LLM is not available
     */

                                System.currentTimeMillis() - phaseStartTime);
                    }

                    // Fallback: regenerate query if no relevant results
                    if (!evalResult.isHasRelevantResults()) {
                        logger.info("[RAG] No relevant results in evaluation, regenerating query. originalQuery={}", query);

     * @return the maximum characters
     */
    protected abstract int getContextMaxChars(String promptType);

    /**
     * Gets the maximum number of relevant documents for evaluation.
     *
     * @return the maximum number of relevant documents
     */
    protected abstract int getEvaluationMaxRelevantDocs();

    /**
     * Gets the maximum number of characters for evaluation description.
     *

    @Test
    public void test_toString() {
        String result = provider.toString();
        assertNotNull(result);
        assertTrue(result.length() > 0);
        // Check that it contains class name or relevant info
        assertTrue(result.contains("FessTimeResourceProvider") || result.contains("adjustTimeMillis"));
    }

    // Test multiple provider instances
    @Test
    public void test_multipleInstances() {

     * --- Comment out assertEquals.
     * --- System.out.println(input + " " + simplifyPath(input));
     * --- fail(). (If the test were to pass, its output would be hidden.)
     * - Run the test.
     * - Pull the relevant lines of output from the test into a testcases file.
     * - Test the output:
     * --- cat testcases | while read L; do
     *       X=($L)
     *       A=$( cd /b/c && sudo mkdir -p ${X[0]} && cd ${X[0]} && pwd |

     * --- Comment out assertEquals.
     * --- System.out.println(input + " " + simplifyPath(input));
     * --- fail(). (If the test were to pass, its output would be hidden.)
     * - Run the test.
     * - Pull the relevant lines of output from the test into a testcases file.
     * - Test the output:
     * --- cat testcases | while read L; do
     *       X=($L)
     *       A=$( cd /b/c && sudo mkdir -p ${X[0]} && cd ${X[0]} && pwd |

* work on the Gradle code base
* get help if you encounter trouble

## Before you start

Before starting to work on a feature or a bug fix, please open an issue to discuss the use case or bug with us, or post a comment in the relevant issue. 
This can save everyone a lot of time and frustration.

For any non-trivial change, we need to be able to answer these questions:

* Why is this change done? What's the use case?