server: refactor/generalize input file schema (#24299)
* server: refactor/generalize input file schema * wire up input_video, accept raw base64 * nits * nits (2) * fix windows
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@@ -817,12 +817,21 @@ json oaicompat_completion_params_parse(const json & body) {
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return llama_params;
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}
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// media_path always end with '/', see arg.cpp
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// url can be
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// - http(s):// for remote files
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// - file:// for local files (only allowed if media_path is set)
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// - data: for base64 encoded data with uri scheme (e.g. data:image/png;base64,...)
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// - raw base64 encoded data
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static void handle_media(
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std::vector<raw_buffer> & out_files,
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json & media_obj,
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const std::string & media_path) {
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std::string url = json_value(media_obj, "url", std::string());
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const std::string & url,
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const std::string & media_path,
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bool accept_base64_uri) {
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if (!media_path.empty()) {
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// should already be enforced by arg.cpp, but checking just in case
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GGML_ASSERT(media_path.back() == DIRECTORY_SEPARATOR);
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}
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if (string_starts_with(url, "http")) {
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// download remote image
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// TODO @ngxson : maybe make these params configurable
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@@ -858,20 +867,28 @@ static void handle_media(
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data.assign((std::istreambuf_iterator<char>(file)), std::istreambuf_iterator<char>());
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out_files.push_back(data);
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} else {
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} else if (accept_base64_uri && string_starts_with(url, "data:")) {
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// try to decode base64 image
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std::vector<std::string> parts = string_split<std::string>(url, /*separator*/ ',');
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if (parts.size() != 2) {
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throw std::runtime_error("Invalid url value");
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throw std::runtime_error("Invalid uri-encoded base64 value");
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} else if (!string_starts_with(parts[0], "data:image/")) {
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throw std::runtime_error("Invalid url format: " + parts[0]);
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throw std::runtime_error("Invalid uri format: " + parts[0]);
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} else if (!string_ends_with(parts[0], "base64")) {
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throw std::runtime_error("url must be base64 encoded");
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throw std::runtime_error("uri must be base64 encoded");
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} else {
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auto base64_data = parts[1];
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auto decoded_data = base64_decode(base64_data);
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out_files.push_back(decoded_data);
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}
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} else {
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// try as raw base64 string
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auto decoded_data = base64_decode(url);
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if (decoded_data.empty()) {
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throw std::runtime_error("Invalid base64 value");
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}
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out_files.push_back(decoded_data);
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}
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}
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@@ -957,14 +974,15 @@ json oaicompat_chat_params_parse(
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}
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for (auto & p : content) {
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std::string type = json_value(p, "type", std::string());
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std::string type = json_value(p, "type", std::string());
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if (type == "image_url") {
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if (!opt.allow_image) {
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throw std::runtime_error("image input is not supported - hint: if this is unexpected, you may need to provide the mmproj");
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}
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json image_url = json_value(p, "image_url", json::object());
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handle_media(out_files, image_url, opt.media_path);
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std::string url = json_value(image_url, "url", std::string());
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handle_media(out_files, url, opt.media_path, true);
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p["type"] = "media_marker";
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p["text"] = get_media_marker();
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@@ -975,17 +993,11 @@ json oaicompat_chat_params_parse(
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throw std::runtime_error("audio input is not supported - hint: if this is unexpected, you may need to provide the mmproj");
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}
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json input_audio = json_value(p, "input_audio", json::object());
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std::string data = json_value(input_audio, "data", std::string());
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std::string format = json_value(input_audio, "format", std::string());
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// while we also support flac, we don't allow it here so we matches the OAI spec
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if (format != "wav" && format != "mp3") {
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throw std::invalid_argument("input_audio.format must be either 'wav' or 'mp3'");
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}
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auto decoded_data = base64_decode(data); // expected to be base64 encoded
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out_files.push_back(decoded_data);
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// TODO: add audio_url support by reusing handle_media()
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// note: don't need to validate "format", it's redundant
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json input_audio = json_value(p, "input_audio", json::object());
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std::string url = json_value(input_audio, "data",
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json_value(input_audio, "url", std::string()));
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handle_media(out_files, url, opt.media_path, false);
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p["type"] = "media_marker";
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p["text"] = get_media_marker();
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@@ -996,10 +1008,10 @@ json oaicompat_chat_params_parse(
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throw std::runtime_error("video input is not supported - hint: if this is unexpected, you may need to provide the mmproj");
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}
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json input_video = json_value(p, "input_video", json::object());
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std::string data = json_value(input_video, "data", std::string());
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auto decoded_data = base64_decode(data); // expected to be base64 encoded
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out_files.push_back(decoded_data);
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json input_video = json_value(p, "input_video", json::object());
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std::string url = json_value(input_video, "data",
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json_value(input_video, "url", std::string()));
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handle_media(out_files, url, opt.media_path, false);
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p["type"] = "media_marker";
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p["text"] = get_media_marker();
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