import java.util.List;
import java.util.Map;

/**
 * Interface for LLM (Large Language Model) clients.
 * Implementations provide integration with different LLM providers
 * such as Ollama, OpenAI, and Google Gemini.
 *
 * In addition to low-level chat operations, this interface defines
 * high-level RAG workflow methods that allow each provider to optimize
 * prompt construction, parameter tuning, and response parsing.
 */

        assertEquals("openai", searchLog.getAccessType());
    }

    @Test
    public void test_addSearchLog_accessType_gemini() {
        final SearchLog searchLog = callCreateSearchLogAndGetResult("gemini");
        assertEquals("gemini", searchLog.getAccessType());
    }

    @Test
    public void test_addSearchLog_accessType_customLlmName() {
        final SearchLog searchLog = callCreateSearchLogAndGetResult("my-custom-llm");

        return null;
    }

    /**
     * Gets the configured LLM type from the system configuration.
     *
     * @return The LLM type string from configuration (e.g., "ollama", "openai", "gemini")
     */
    protected String getLlmType() {
        return ComponentUtil.getFessConfig().getSystemProperty("rag.llm.name", "ollama");
    }

    /**
     * Checks if RAG chat feature is enabled.
     *

        assertEquals("other", Constants.SEARCH_LOG_ACCESS_TYPE_OTHER);
    }

    @Test
    public void test_accessType_llmNamesAreDifferentFromBuiltinTypes() {
        final String[] llmNames = { "ollama", "openai", "gemini" };
        for (final String llmName : llmNames) {
            assertFalse(Constants.SEARCH_LOG_ACCESS_TYPE_JSON.equals(llmName));
            assertFalse(Constants.SEARCH_LOG_ACCESS_TYPE_GSA.equals(llmName));

labels.system_error_title=Sistem Hatası
labels.contact_site_admin=Lütfen site yöneticinizle iletişime geçin.
labels.request_error_title=Geçersiz İstek Biçimi.
labels.bad_request=URL'ye yaptığınız istek geçersiz.
labels.page_not_found_title=Sayfa Bulunamadı.
labels.check_url=Lütfen URL'yi kontrol edin.
labels.busy_title=Hizmet Geçici Olarak Kullanılamıyor
labels.busy_message=Sunucu şu anda yoğun yük altında. Lütfen daha sonra tekrar deneyin.

        int andRecordCount = JsonPath.from(andResponse).getInt("record_count");

        Map<String, String> params = new HashMap<>();
        params.put("q", query);
        params.put("num", "100");
        String response = checkMethodBase(new HashMap<>()).params(params).get("/api/v1/documents").asString();
        assertTrue(JsonPath.from(response).getInt("record_count") > andRecordCount);

        String response = checkGetMethod(searchBody, "").asString();
        final int total = JsonPath.from(response).getInt("response.total");
        final List<Map<String, String>> dicts = JsonPath.from(response).getList("response.settings");
        final int status = JsonPath.from(response).getInt("response.status");
        assertEquals(total, dicts.size());
        assertEquals(0, status);
    }

    @Override

        String response = given().contentType("application/json").when().get("/api/v1/labels").asString();

        JsonPath jsonPath = JsonPath.from(response);
        int recordCount = jsonPath.getInt("record_count");
        assertTrue(recordCount >= 0, "Record count should be >= 0");

        if (recordCount > 0) {
            List<Map<String, Object>> labels = jsonPath.getList("data");

                .when()
                .get("/api/v1/suggest-words")
                .asString();

        JsonPath jsonPath = JsonPath.from(response);
        assertTrue(jsonPath.getInt("record_count") >= 0);
        assertTrue(jsonPath.getInt("page_size") >= 0);
        assertTrue(jsonPath.getLong("query_time") >= 0);
    }

    @Test
    public void testSuggestWords_pageSizeDefault() {

        String response = checkGetMethod(searchBody, getListEndpointSuffix()).asString();
        final int total = JsonPath.from(response).getInt("response.total");
        final List<Map<String, String>> items = JsonPath.from(response).getList("response.settings");
        final int status = JsonPath.from(response).getInt("response.status");
        assertEquals(total, items.size());
        assertEquals(0, status);
    }