"sesaat", "saja", "sajalah", "saling", "bersama", "sama", "sesama", "sambil", "sampai", "sana", "sangat", "sangatlah", "saya", "sayalah", "se", "sebab", "sebabnya", "sebuah", "tersebut", "tersebutlah", "sedang", "sedangkan", "sedikit", "sedikitnya", "segala", "segalanya", "segera", "sesegera", "sejak", "sejenak", "sekali", "sekalian", "sekalipun", "sesekali", "sekaligus", "sekarang", "sekarang", "sekitar", "sekitarnya", "sela", "selain", "selalu", "seluruh", "seluruhnya", "semakin", "sementara",...

"sesaat", "saja", "sajalah", "saling", "bersama", "sama", "sesama", "sambil", "sampai", "sana", "sangat", "sangatlah", "saya", "sayalah", "se", "sebab", "sebabnya", "sebuah", "tersebut", "tersebutlah", "sedang", "sedangkan", "sedikit", "sedikitnya", "segala", "segalanya", "segera", "sesegera", "sejak", "sejenak", "sekali", "sekalian", "sekalipun", "sesekali", "sekaligus", "sekarang", "sekarang", "sekitar", "sekitarnya", "sela", "selain", "selalu", "seluruh", "seluruhnya", "semakin", "sementara",...

constraints.LuhnCheck.message = {value} değerinin Luhn Modulo 11 sağlama toplamı yanlıştır.
constraints.Mod10Check.message = {value} değerinin Modulo 10 sağlama toplamı yanlıştır.
constraints.Mod11Check.message = {value} değerinin Modulo 11 sağlama toplamı yanlıştır.
constraints.ModCheck.message = {value} değerinin {modType} sağlama toplamı yanlıştır.
constraints.NotBlank.message = {item} gereklidir.

package org.codelibs.fess.llm;

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

AEQ,IAATsB,EAGZ,GAAwB,WAAnBX,EAAQW,GAIZR,GAAOoB,MAAOwiB,EAAOpjB,EAAKlC,SAAW,CAAEkC,GAASA,QAG1C,GAAM4iB,GAAM5e,KAAMhE,GAIlB,CACNmf,EAAMA,GAAOgE,EAASjkB,YAAaQ,EAAQb,cAAe,QAG1D0N,GAAQ8U,GAASzX,KAAM5J,IAAU,CAAE,GAAI,KAAQ,GAAIE,cACnD+iB,EAAOpB,GAAStV,IAASsV,GAAQK,SACjC/C,EAAIzS,UAAYuW,EAAM,GAAMzjB,GAAO6jB,cAAerjB,GAASijB,EAAM,GAGjEvhB,EAAIuhB,EAAM,GACV,MAAQvhB,IACPyd,EAAMA,EAAIjQ,UAKX1P,GAAOoB,MAAOwiB,EAAOjE,EAAIlW,aAGzBkW,EAAMgE,EAASlU,YAGX5L,YAAc,QAzBlB+f,EAAMjmB,KAAMuC,EAAQ4jB,eAAgBtjB,IA+BvCmjB,E...

        assertEquals("ollama", request.getAttribute(Constants.SEARCH_LOG_ACCESS_TYPE));
    }

    @Test
    public void test_mockRequest_attributeOverwrite() {
        final MockHttpServletRequest request = new MockHttpServletRequest();

        request.setAttribute(Constants.SEARCH_LOG_ACCESS_TYPE, "ollama");

    }

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

    @Test
    public void test_addSearchLog_accessType_openai() {
        final SearchLog searchLog = callCreateSearchLogAndGetResult("openai");

    /**
     * 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.
     *
     * @return true if RAG chat is enabled, false otherwise

            // Set LLM type name as Access Type for search log
            request.setAttribute(Constants.SEARCH_LOG_ACCESS_TYPE,
                    ComponentUtil.getFessConfig().getSystemProperty("rag.llm.name", "ollama"));

            final Map<String, String[]> fields = parseFieldFilters(request);
            final String[] extraQueries = parseExtraQueries(request);
            final ChatResult result;

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