final javax.xml.transform.Transformer transformer = tf.newTransformer();
        transformer.setOutputProperty(OutputKeys.ENCODING, "UTF-8");
        transformer.setOutputProperty(OutputKeys.INDENT, "no");
        transformer.setOutputProperty(OutputKeys.METHOD, "xml");

        final StringWriter writer = new StringWriter();
        final StreamResult result = new StreamResult(writer);

        this.intent = intent;
        this.query = query;
        this.documentUrl = documentUrl;
        this.reasoning = reasoning;
    }

    /**
     * Returns the detected intent type.
     *
     * @return the intent type
     */
    public ChatIntent getIntent() {
        return intent;
    }

    /**
     * Returns the Fess query string for search.
     *

     */
    public static ChatIntent fromValue(final String value) {
        if (value == null) {
            return UNCLEAR;
        }
        for (final ChatIntent intent : values()) {
            if (intent.value.equalsIgnoreCase(value.trim())) {
                return intent;
            }
        }
        return UNCLEAR;
    }

            logger.info("[RAG:INTENT] Intent detected. intent={}, query={}, elapsedTime={}ms", result.getIntent(), result.getQuery(),
                    System.currentTimeMillis() - startTime);
            if (logger.isDebugEnabled()) {
                logger.debug("[RAG:INTENT] Intent detection completed. intent={}, query={}, reasoning={}, elapsedTime={}ms",

    boolean isAvailable();

    // RAG workflow methods

    /**
     * Detects the intent of a user message.
     *
     * @param userMessage the user's message
     * @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

        final IntentDetectionResult result = IntentDetectionResult.faq(query, "faq intent");

        assertEquals(ChatIntent.FAQ, result.getIntent());
        assertEquals(query, result.getQuery());
        assertNull(result.getDocumentUrl());
        assertEquals("faq intent", result.getReasoning());
    }

    @Test
    public void test_faq_withEmptyQuery() {

        session.addMessage(userChatMessage);

        try {
            // Intent detection
            final IntentDetectionResult intentResult = llmClientManager.detectIntent(userMessage, history);
            if (logger.isDebugEnabled()) {
                logger.debug("[RAG] Intent detected. intent={}, query={}", intentResult.getIntent(), intentResult.getQuery());
            }

        }
        return client;
    }

    // RAG workflow delegation methods

    /**
     * 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
     */

### Docs

* ✏️ Fix validation parameter name in docs, from `regex` to `pattern`. PR [#10085](https://github.com/tiangolo/fastapi/pull/10085) by [@pablodorrio](https://github.com/pablodorrio).
* ✏️ Fix indent format in `docs/en/docs/deployment/server-workers.md`. PR [#10066](https://github.com/tiangolo/fastapi/pull/10066) by [@tamtam-fitness](https://github.com/tamtam-fitness).

	abi := obj.ABI0
	isStatic := false
	if p.peek() != '<' {
		return isStatic, abi
	}
	p.next()
	tok := p.peek()
	if tok == '>' {
		isStatic = true
	} else if tok == scanner.Ident {
		abistr := p.get(scanner.Ident).String()
		if !p.allowABI {
			if issueError {
				p.errorf("ABI selector only permitted when compiling runtime, reference was to %q", name)
			}
		} else {