vshmidt/llama.cpp: LLM inference in C/C++

tools/server/server.cpp
356 строк15 KB
Georgi Gerganov
libs : rename libcommon -> libllama-common (#21936)
17 апр 2026, 11:11
17 апр 2026, 11:116990e2f
#include "server-context.h"
#include "server-http.h"
#include "server-models.h"
#include "server-cors-proxy.h"
#include "server-tools.h"

#include "arg.h"
#include "build-info.h"
#include "common.h"
#include "llama.h"
#include "log.h"

#include <atomic>
#include <clocale>
#include <exception>
#include <signal.h>
#include <thread> // for std::thread::hardware_concurrency

#if defined(_WIN32)
#include <windows.h>
#endif

static std::function<void(int)> shutdown_handler;
static std::atomic_flag is_terminating = ATOMIC_FLAG_INIT;

static inline void signal_handler(int signal) {
    if (is_terminating.test_and_set()) {
        // in case it hangs, we can force terminate the server by hitting Ctrl+C twice
        // this is for better developer experience, we can remove when the server is stable enough
        fprintf(stderr, "Received second interrupt, terminating immediately.\n");
        exit(1);
    }

    shutdown_handler(signal);
}

// wrapper function that handles exceptions and logs errors
// this is to make sure handler_t never throws exceptions; instead, it returns an error response
static server_http_context::handler_t ex_wrapper(server_http_context::handler_t func) {
    return [func = std::move(func)](const server_http_req & req) -> server_http_res_ptr {
        std::string message;
        error_type error;
        try {
            return func(req);
        } catch (const std::invalid_argument & e) {
            // treat invalid_argument as invalid request (400)
            error = ERROR_TYPE_INVALID_REQUEST;
            message = e.what();
        } catch (const std::exception & e) {
            // treat other exceptions as server error (500)
            error = ERROR_TYPE_SERVER;
            message = e.what();
        } catch (...) {
            error = ERROR_TYPE_SERVER;
            message = "unknown error";
        }

        auto res = std::make_unique<server_http_res>();
        res->status = 500;
        try {
            json error_data = format_error_response(message, error);
            res->status = json_value(error_data, "code", 500);
            res->data = safe_json_to_str({{ "error", error_data }});
            SRV_WRN("got exception: %s\n", res->data.c_str());
        } catch (const std::exception & e) {
            SRV_ERR("got another exception: %s | while handling exception: %s\n", e.what(), message.c_str());
            res->data = "Internal Server Error";
        }
        return res;
    };
}

int main(int argc, char ** argv) {
    std::setlocale(LC_NUMERIC, "C");

    // own arguments required by this example
    common_params params;

    common_init();

    if (!common_params_parse(argc, argv, params, LLAMA_EXAMPLE_SERVER)) {
        return 1;
    }

    // validate batch size for embeddings
    // embeddings require all tokens to be processed in a single ubatch
    // see https://github.com/ggml-org/llama.cpp/issues/12836
    if (params.embedding && params.n_batch > params.n_ubatch) {
        LOG_WRN("%s: embeddings enabled with n_batch (%d) > n_ubatch (%d)\n", __func__, params.n_batch, params.n_ubatch);
        LOG_WRN("%s: setting n_batch = n_ubatch = %d to avoid assertion failure\n", __func__, params.n_ubatch);
        params.n_batch = params.n_ubatch;
    }

    if (params.n_parallel < 0) {
        LOG_INF("%s: n_parallel is set to auto, using n_parallel = 4 and kv_unified = true\n", __func__);

        params.n_parallel = 4;
        params.kv_unified = true;
    }

    // for consistency between server router mode and single-model mode, we set the same model name as alias
    if (params.model_alias.empty() && !params.model.name.empty()) {
        params.model_alias.insert(params.model.name);
    }

    // struct that contains llama context and inference
    server_context ctx_server;

    llama_backend_init();
    llama_numa_init(params.numa);

    LOG_INF("build_info: %s\n", llama_build_info());
    LOG_INF("%s\n", common_params_get_system_info(params).c_str());

    server_http_context ctx_http;
    if (!ctx_http.init(params)) {
        LOG_ERR("%s: failed to initialize HTTP server\n", __func__);
        return 1;
    }

    //
    // Router
    //

    // register API routes
    server_routes routes(params, ctx_server);
    server_tools tools;

    bool is_router_server = params.model.path.empty();
    std::optional<server_models_routes> models_routes{};
    if (is_router_server) {
        // setup server instances manager
        try {
            models_routes.emplace(params, argc, argv);
        } catch (const std::exception & e) {
            LOG_ERR("%s: failed to initialize router models: %s\n", __func__, e.what());
            return 1;
        }

        // proxy handlers
        // note: routes.get_health stays the same
        routes.get_metrics                 = models_routes->proxy_get;
        routes.post_props                  = models_routes->proxy_post;
        routes.get_api_show                = models_routes->proxy_get;
        routes.post_completions            = models_routes->proxy_post;
        routes.post_completions_oai        = models_routes->proxy_post;
        routes.post_chat_completions       = models_routes->proxy_post;
        routes.post_responses_oai          = models_routes->proxy_post;
        routes.post_transcriptions_oai     = models_routes->proxy_post;
        routes.post_anthropic_messages     = models_routes->proxy_post;
        routes.post_anthropic_count_tokens = models_routes->proxy_post;
        routes.post_infill                 = models_routes->proxy_post;
        routes.post_embeddings             = models_routes->proxy_post;
        routes.post_embeddings_oai         = models_routes->proxy_post;
        routes.post_rerank                 = models_routes->proxy_post;
        routes.post_tokenize               = models_routes->proxy_post;
        routes.post_detokenize             = models_routes->proxy_post;
        routes.post_apply_template         = models_routes->proxy_post;
        routes.get_lora_adapters           = models_routes->proxy_get;
        routes.post_lora_adapters          = models_routes->proxy_post;
        routes.get_slots                   = models_routes->proxy_get;
        routes.post_slots                  = models_routes->proxy_post;

        // custom routes for router
        routes.get_props                   = models_routes->get_router_props;
        routes.get_models                  = models_routes->get_router_models;

        ctx_http.post("/models/load",          ex_wrapper(models_routes->post_router_models_load));
        ctx_http.post("/models/unload",        ex_wrapper(models_routes->post_router_models_unload));
    }

    ctx_http.get ("/health",                   ex_wrapper(routes.get_health)); // public endpoint (no API key check)
    ctx_http.get ("/v1/health",                ex_wrapper(routes.get_health)); // public endpoint (no API key check)
    ctx_http.get ("/metrics",                  ex_wrapper(routes.get_metrics));
    ctx_http.get ("/props",                    ex_wrapper(routes.get_props));
    ctx_http.post("/props",                    ex_wrapper(routes.post_props));
    ctx_http.post("/api/show",                 ex_wrapper(routes.get_api_show));
    ctx_http.get ("/models",                   ex_wrapper(routes.get_models)); // public endpoint (no API key check)
    ctx_http.get ("/v1/models",                ex_wrapper(routes.get_models)); // public endpoint (no API key check)
    ctx_http.get ("/api/tags",                 ex_wrapper(routes.get_models)); // ollama specific endpoint. public endpoint (no API key check)
    ctx_http.post("/completion",               ex_wrapper(routes.post_completions)); // legacy
    ctx_http.post("/completions",              ex_wrapper(routes.post_completions));
    ctx_http.post("/v1/completions",           ex_wrapper(routes.post_completions_oai));
    ctx_http.post("/chat/completions",         ex_wrapper(routes.post_chat_completions));
    ctx_http.post("/v1/chat/completions",      ex_wrapper(routes.post_chat_completions));
    ctx_http.post("/api/chat",                 ex_wrapper(routes.post_chat_completions)); // ollama specific endpoint
    ctx_http.post("/v1/responses",             ex_wrapper(routes.post_responses_oai));
    ctx_http.post("/responses",                ex_wrapper(routes.post_responses_oai));
    ctx_http.post("/v1/audio/transcriptions",  ex_wrapper(routes.post_transcriptions_oai));
    ctx_http.post("/audio/transcriptions",     ex_wrapper(routes.post_transcriptions_oai));
    ctx_http.post("/v1/messages",              ex_wrapper(routes.post_anthropic_messages)); // anthropic messages API
    ctx_http.post("/v1/messages/count_tokens", ex_wrapper(routes.post_anthropic_count_tokens)); // anthropic token counting
    ctx_http.post("/infill",                   ex_wrapper(routes.post_infill));
    ctx_http.post("/embedding",                ex_wrapper(routes.post_embeddings)); // legacy
    ctx_http.post("/embeddings",               ex_wrapper(routes.post_embeddings));
    ctx_http.post("/v1/embeddings",            ex_wrapper(routes.post_embeddings_oai));
    ctx_http.post("/rerank",                   ex_wrapper(routes.post_rerank));
    ctx_http.post("/reranking",                ex_wrapper(routes.post_rerank));
    ctx_http.post("/v1/rerank",                ex_wrapper(routes.post_rerank));
    ctx_http.post("/v1/reranking",             ex_wrapper(routes.post_rerank));
    ctx_http.post("/tokenize",                 ex_wrapper(routes.post_tokenize));
    ctx_http.post("/detokenize",               ex_wrapper(routes.post_detokenize));
    ctx_http.post("/apply-template",           ex_wrapper(routes.post_apply_template));
    // LoRA adapters hotswap
    ctx_http.get ("/lora-adapters",            ex_wrapper(routes.get_lora_adapters));
    ctx_http.post("/lora-adapters",            ex_wrapper(routes.post_lora_adapters));
    // Save & load slots
    ctx_http.get ("/slots",                    ex_wrapper(routes.get_slots));
    ctx_http.post("/slots/:id_slot",           ex_wrapper(routes.post_slots));
    // CORS proxy (EXPERIMENTAL, only used by the Web UI for MCP)
    if (params.webui_mcp_proxy) {
        SRV_WRN("%s", "-----------------\n");
        SRV_WRN("%s", "CORS proxy is enabled, do not expose server to untrusted environments\n");
        SRV_WRN("%s", "This feature is EXPERIMENTAL and may be removed or changed in future versions\n");
        SRV_WRN("%s", "-----------------\n");
        ctx_http.get ("/cors-proxy",      ex_wrapper(proxy_handler_get));
        ctx_http.post("/cors-proxy",      ex_wrapper(proxy_handler_post));
    }
    // EXPERIMENTAL built-in tools
    if (!params.server_tools.empty()) {
        tools.setup(params.server_tools);
        SRV_WRN("%s", "-----------------\n");
        SRV_WRN("%s", "Built-in tools are enabled, do not expose server to untrusted environments\n");
        SRV_WRN("%s", "This feature is EXPERIMENTAL and may be changed in the future\n");
        SRV_WRN("%s", "-----------------\n");
        ctx_http.get ("/tools",           ex_wrapper(tools.handle_get));
        ctx_http.post("/tools",           ex_wrapper(tools.handle_post));
    }

    //
    // Start the server
    //

    std::function<void()> clean_up;

    if (is_router_server) {
        LOG_INF("%s: starting router server, no model will be loaded in this process\n", __func__);

        clean_up = [&models_routes]() {
            SRV_INF("%s: cleaning up before exit...\n", __func__);
            if (models_routes.has_value()) {
                models_routes->models.unload_all();
            }
            llama_backend_free();
        };

        if (!ctx_http.start()) {
            clean_up();
            LOG_ERR("%s: exiting due to HTTP server error\n", __func__);
            return 1;
        }
        ctx_http.is_ready.store(true);

        shutdown_handler = [&](int) {
            ctx_http.stop();
        };

    } else {
        // setup clean up function, to be called before exit
        clean_up = [&ctx_http, &ctx_server]() {
            SRV_INF("%s: cleaning up before exit...\n", __func__);
            ctx_http.stop();
            ctx_server.terminate();
            llama_backend_free();
        };

        // start the HTTP server before loading the model to be able to serve /health requests
        if (!ctx_http.start()) {
            clean_up();
            LOG_ERR("%s: exiting due to HTTP server error\n", __func__);
            return 1;
        }

        // load the model
        LOG_INF("%s: loading model\n", __func__);

        if (server_models::is_child_server()) {
            ctx_server.on_sleeping_changed([&](bool sleeping) {
                server_models::notify_router_sleeping_state(sleeping);
            });
        }

        if (!ctx_server.load_model(params)) {
            clean_up();
            if (ctx_http.thread.joinable()) {
                ctx_http.thread.join();
            }
            LOG_ERR("%s: exiting due to model loading error\n", __func__);
            return 1;
        }

        routes.update_meta(ctx_server);
        ctx_http.is_ready.store(true);

        LOG_INF("%s: model loaded\n", __func__);

        shutdown_handler = [&](int) {
            // this will unblock start_loop()
            ctx_server.terminate();
        };
    }

    // TODO: refactor in common/console
#if defined (__unix__) || (defined (__APPLE__) && defined (__MACH__))
    struct sigaction sigint_action;
    sigint_action.sa_handler = signal_handler;
    sigemptyset (&sigint_action.sa_mask);
    sigint_action.sa_flags = 0;
    sigaction(SIGINT, &sigint_action, NULL);
    sigaction(SIGTERM, &sigint_action, NULL);
#elif defined (_WIN32)
    auto console_ctrl_handler = +[](DWORD ctrl_type) -> BOOL {
        return (ctrl_type == CTRL_C_EVENT) ? (signal_handler(SIGINT), true) : false;
    };
    SetConsoleCtrlHandler(reinterpret_cast<PHANDLER_ROUTINE>(console_ctrl_handler), true);
#endif

    if (is_router_server) {
        LOG_INF("%s: router server is listening on %s\n", __func__, ctx_http.listening_address.c_str());
        LOG_INF("%s: NOTE: router mode is experimental\n", __func__);
        LOG_INF("%s:       it is not recommended to use this mode in untrusted environments\n", __func__);
        if (ctx_http.thread.joinable()) {
            ctx_http.thread.join(); // keep the main thread alive
        }

        // when the HTTP server stops, clean up and exit
        clean_up();
    } else {
        LOG_INF("%s: server is listening on %s\n", __func__, ctx_http.listening_address.c_str());
        LOG_INF("%s: starting the main loop...\n", __func__);

        // optionally, notify router server that this instance is ready
        std::thread monitor_thread;
        if (server_models::is_child_server()) {
            monitor_thread = server_models::setup_child_server(shutdown_handler);
        }

        // this call blocks the main thread until queue_tasks.terminate() is called
        ctx_server.start_loop();

        clean_up();
        if (ctx_http.thread.joinable()) {
            ctx_http.thread.join();
        }
        if (monitor_thread.joinable()) {
            monitor_thread.join();
        }

        auto * ll_ctx = ctx_server.get_llama_context();
        if (ll_ctx != nullptr) {
            llama_memory_breakdown_print(ll_ctx);
        }
    }

    return 0;
}