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

    /**
     * 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;

    default void setRagLlmName(final String value) {
        setSystemProperty(Constants.RAG_LLM_NAME, value);
    }

    default String getRagLlmName() {
        return getSystemProperty(Constants.RAG_LLM_NAME, "ollama");
    }

    Integer getLdapMaxUsernameLengthAsInteger();

    default String getLdapSecurityPrincipal(final String username) {
        final String value;

khususnya
kini
kinilah
kiranya
sekiranya
kita
kitalah
kok
lagi
lagian
selagi
lah
lain
lainnya
melainkan
selaku
lalu
melalui
terlalu
lama
lamanya
selama
selama
selamanya
lebih
terlebih
bermacam
macam
semacam
maka
makanya
makin
malah
malahan
mampu
mampukah
mana
manakala
manalagi
masih
masihkah

                .addAssistantMessage("Hi there!")
                .addUserMessage("How are you?")
                .setModel("llama3")
                .setMaxTokens(500)
                .setTemperature(0.5)
                .setStream(false);

        assertEquals(4, request.getMessages().size());
        assertEquals("llama3", request.getModel());
        assertEquals(Integer.valueOf(500), request.getMaxTokens());

# https://github.com/apache/lucene-solr/blob/master/lucene/analysis/common/src/resources/org/apache/lucene/analysis/snowball/finnish_stop.txt
olla
olen
olet
on
olemme
olette
ovat
ole
oli
olisi
olisit
olisin
olisimme
olisitte
olisivat
olit
olin
olimme
olitte
olivat
ollut
olleet
en
et
ei
emme
ette
eivät
minä
minun
minut
minua
minussa
minusta
minuun
minulla

labels.popular_word_word_enabled=Respons Kata Populer
labels.supported_search_web=Web
labels.supported_search_none=Tidak Tersedia
labels.purge_search_log_day=Hapus log pencarian lama
labels.purge_job_log_day=Hapus log job lama
labels.purge_user_info_day=Hapus log pengguna lama
labels.purge_by_bots=Nama bot untuk menghapus log
labels.log_level=Level Log
labels.csv_file_encoding=Encoding Berkas CSV
labels.notification_to=Email Notifikasi

AUC,EAASuQ,GACpD,IAAIzG,EAAOxJ,EAGX,IAAMP,EACL,OAAOlD,KAQR,GAHA0T,EAAOA,GAAQyF,EAGU,iBAAbjW,EAAwB,CAanC,KAPC+J,EALsB,MAAlB/J,EAAU,IACsB,MAApCA,EAAUA,EAASK,OAAS,IACT,GAAnBL,EAASK,OAGD,CAAE,KAAML,EAAU,MAGlBwI,EAAW2B,KAAMnK,MAIV+J,EAAO,IAAQ9J,EA6CxB,OAAMA,GAAWA,EAAQU,QACtBV,GAAWuQ,GAAO7G,KAAM3J,GAK1BlD,KAAK8D,YAAaX,GAAU0J,KAAM3J,GAhDzC,GAAK+J,EAAO,GAAM,CAYjB,GAXA9J,EAAUA,aAAmBF,GAASE,EAAS,GAAMA,EAIrDF,GAAOoB,MAAOrE,KAAMiD,GAAOmW,UAC1BnM,EAAO,GACP9J,GAAWA,EAAQ5B,SAAW4B,EAAQqE,eAAiBrE,EAAUvD,GACjE,IA...

AEkD,KAAKkB,UAAUgH,IA1LN,gBA2LXpL,UAAE4E,WAAW1B,KAAKkB,SAAUH,GAE5Bf,KAAKgG,OAAS,KACdhG,KAAKwG,QAAU,KACfxG,KAAKkB,SAAW,KAChBlB,KAAKiG,UAAY,KACjBjG,KAAKmG,UAAY,KACjBnG,KAAKoG,WAAa,KAClBpG,KAAKkG,eAAiB,KACtBlG,KAAK0G,mBAAqB,M,EAI5BD,WAAA,SAAWzI,GAMT,OALAA,EACKoH,OACApH,GAELnC,EAAKiC,gBAAgBiH,EAAM/G,EAAQ2H,GAC5B3H,GAGTmK,eAAA,WACE,IAAMC,EAAYpM,KAAKqM,IAAIrI,KAAKuG,aAEhC,KAAI6B,GA9MgB,IA8MpB,CAIA,IAAMH,EAAYG,EAAYpI,KAAKuG,YAEnCvG,KAAKuG,YAAc,EAGf0B,EAAY,GACdjI,KAAKsH,OAIHW,EAAY,GACdjI,KAAKkH,SAITD,qB...