public void test_field_name_extraction() {
        // Test that field names can be extracted from encoded strings
        String originalFieldName = "author";
        String encodedFieldName = BaseEncoding.base64().encode(originalFieldName.getBytes(StandardCharsets.UTF_8));
        String fullFieldName = Constants.FACET_FIELD_PREFIX + encodedFieldName;

        // Extract the encoded part

     * @return the detected intent with extracted keywords
     */
    IntentDetectionResult detectIntent(String userMessage);

    /**
     * Detects the intent of a user message with conversation history context.
     *
     * @param userMessage the user's message
     * @param history the conversation history for context
     * @return the detected intent with extracted keywords
     */

    scheme: Annotated[
        str,
        Doc(
            """
            The HTTP authorization scheme extracted from the header value.
            """
        ),
    ]
    credentials: Annotated[
        str,
        Doc(
            """
            The HTTP authorization credentials extracted from the header value.
            """
        ),
    ]


class HTTPBase(SecurityBase):

        shell: bash
        run: ls -la maven-dist

      - name: Extract Maven distribution
        shell: bash
        run: |
          mkdir -p maven-local
          if [ "${{ runner.os }}" = "Windows" ]; then
            unzip maven-dist/apache-maven-*-bin.zip -d maven-local
            # Get the name of the extracted directory
            MAVEN_DIR=$(ls maven-local)
            # Move contents up one level

        }
        resultData.setEncoding(charsetName);
    }

    /**
     * Normalizes the extracted data, particularly handling title normalization.
     *
     * @param responseData the response data from crawling
     * @param dataMap the data map containing extracted field values
     */
    protected void normalizeData(final ResponseData responseData, final Map<String, Object> dataMap) {

     * cancelled.
     *
     * <p>If the combiningCallable throws an {@code ExecutionException}, the cause of the thrown
     * {@code ExecutionException} will be extracted and used as the failure of the derived step.
     */
    public final <V extends @Nullable Object> ClosingFuture<V> call(
        CombiningCallable<V> combiningCallable, Executor executor) {
      Callable<V> callable =

    /**
     * Detects the intent of a user message using the configured LLM client.
     *
     * @param userMessage the user's message
     * @return the detected intent with extracted keywords
     * @throws LlmException if LLM is not available
     */
    public IntentDetectionResult detectIntent(final String userMessage) {
        if (logger.isDebugEnabled()) {

        }
        return stripped.trim();
    }

    /**
     * Extracts a string value from JSON response using Jackson parser.
     *
     * @param json the JSON response
     * @param key the key to extract
     * @return the extracted string value
     */
    protected String extractJsonString(final String json, final String key) {
        try {

    collected using form data (instead of JSON) and that it should have the specific
    fields `username` and `password`.

    All the initialization parameters are extracted from the request.

    Read more about it in the
    [FastAPI docs for Simple OAuth2 with Password and Bearer](https://fastapi.tiangolo.com/tutorial/security/simple-oauth2/).

    ## Example

    ```python

    params_to_process: dict[str, Any] = {}

    processed_keys = set()

    for field in fields_to_extract:
        alias = None
        if isinstance(received_params, Headers):
            # Handle fields extracted from a Pydantic Model for a header, each field
            # doesn't have a FieldInfo of type Header with the default convert_underscores=True
            convert_underscores = getattr(