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| namespace ling3::chat { | |
| using Json = nlohmann::json; | |
| inline constexpr const char * kModel = "mindnano-ling3-tiny"; | |
| struct Error : std::runtime_error { | |
| int status; | |
| std::string code; | |
| Error(int s, std::string c, std::string m) | |
| : std::runtime_error(std::move(m)), status(s), code(std::move(c)) {} | |
| }; | |
| inline Json ErrorBody(const Error & e) { | |
| return {{"error", {{"message", e.what()}, {"type", "invalid_request_error"}, | |
| {"param", nullptr}, {"code", e.code}}}}; | |
| } | |
| struct Request { | |
| std::string prompt; | |
| std::size_t max_tokens = std::numeric_limits<std::size_t>::max(); | |
| bool stream = false, include_usage = false; | |
| bool cache_prompt = true; | |
| bool reuse_generated_state = true; | |
| std::string cache_user; | |
| std::string session_id; | |
| double temperature = 0, top_p = 1; | |
| int top_k = 0; | |
| double repeat_penalty = 1; | |
| bool enable_thinking = false, flow_ack = false; | |
| std::uint32_t seed = 0; | |
| std::vector<std::string> stops; | |
| }; | |
| inline std::size_t OutputBudget(std::size_t prompt, std::size_t capacity, | |
| std::size_t requested) { | |
| if (!prompt || prompt > capacity) | |
| throw Error(400, "context_length_exceeded", "input exceeds allocated context of " + | |
| std::to_string(capacity) + " tokens, or is empty"); | |
| return std::min(requested, capacity - prompt); | |
| } | |
| inline Request Parse(const Json & j) { | |
| auto fail = [](std::string m) { throw Error(400, "invalid_parameter", std::move(m)); }; | |
| if (!j.is_object()) fail("request must be a JSON object"); | |
| for (auto it = j.begin(); it != j.end(); ++it) { | |
| const std::vector<std::string> supported {"model", "messages", "max_tokens", | |
| "max_completion_tokens", "stream", "stream_options", "temperature", "top_p", | |
| "seed", "stop", "n", "user", "cache_prompt", "top_k", "repeat_penalty", | |
| "enable_thinking", "flow_control", "session_id", "reuse_generated_state"}; | |
| if (std::find(supported.begin(), supported.end(), it.key()) == supported.end()) | |
| fail("unsupported parameter: " + it.key()); | |
| } | |
| if (!j.contains("model") || !j["model"].is_string() || j["model"] != kModel) | |
| throw Error(404, "model_not_found", std::string("model must be ") + kModel); | |
| Request r; | |
| if (j.contains("reuse_generated_state")) { | |
| if (!j["reuse_generated_state"].is_boolean()) fail("reuse_generated_state must be boolean"); | |
| r.reuse_generated_state = j["reuse_generated_state"].get<bool>(); | |
| } | |
| if (j.contains("session_id")) { | |
| if (!j["session_id"].is_string()) fail("session_id must be a string"); | |
| r.session_id = j["session_id"].get<std::string>(); | |
| if (r.session_id.empty() || r.session_id.size() > 256) fail("session_id must contain 1..256 bytes"); | |
| } | |
| if (j.contains("top_k")) { | |
| if (!j["top_k"].is_number_integer() || j["top_k"] < 0 || j["top_k"] > 1000000) | |
| fail("top_k must be an integer in 0..1000000 (0 disables it)"); | |
| r.top_k = j["top_k"].get<int>(); | |
| } | |
| if (j.contains("repeat_penalty")) { | |
| if (!j["repeat_penalty"].is_number()) fail("repeat_penalty must be numeric"); | |
| r.repeat_penalty = j["repeat_penalty"].get<double>(); | |
| if (!std::isfinite(r.repeat_penalty) || r.repeat_penalty <= 0) | |
| fail("repeat_penalty must be finite and positive"); | |
| } | |
| if (j.contains("enable_thinking")) { | |
| if (!j["enable_thinking"].is_boolean()) fail("enable_thinking must be boolean"); | |
| r.enable_thinking = j["enable_thinking"].get<bool>(); | |
| } | |
| if (j.contains("flow_control")) { | |
| if (j["flow_control"] != "none" && j["flow_control"] != "ack") fail("invalid flow_control"); | |
| r.flow_ack = j["flow_control"] == "ack"; | |
| if (r.flow_ack && j.value("stream", false) != true) fail("flow_control=ack requires streaming"); | |
| } | |
| if (j.contains("cache_prompt")) { | |
| if (!j["cache_prompt"].is_boolean()) fail("cache_prompt must be boolean"); | |
| r.cache_prompt = j["cache_prompt"].get<bool>(); | |
| } | |
| if (j.contains("max_tokens") && j.contains("max_completion_tokens")) | |
| fail("set only one of max_tokens and max_completion_tokens"); | |
| for (auto key : {"max_tokens", "max_completion_tokens"}) { | |
| if (!j.contains(key)) continue; | |
| const auto & value = j[key]; | |
| if (!value.is_number_integer() || | |
| (value.is_number_unsigned() ? value.get<std::uint64_t>() == 0 | |
| : value.get<std::int64_t>() <= 0)) | |
| fail("max_tokens/max_completion_tokens must be a positive integer"); | |
| const auto count = value.get<std::uint64_t>(); | |
| if (count > std::numeric_limits<std::size_t>::max()) fail("output budget exceeds addressable integer range"); | |
| r.max_tokens = static_cast<std::size_t>(count); | |
| } | |
| if (j.contains("stream")) { | |
| if (!j["stream"].is_boolean()) fail("stream must be boolean"); | |
| r.stream = j["stream"].get<bool>(); | |
| } | |
| if (j.contains("stream_options") && !j["stream_options"].is_null()) { | |
| const auto & s = j["stream_options"]; | |
| if (!r.stream || !s.is_object()) fail("stream_options requires stream=true"); | |
| for (auto it = s.begin(); it != s.end(); ++it) | |
| if (it.key() != "include_usage" || !it.value().is_boolean()) | |
| fail("only boolean stream_options.include_usage is supported"); | |
| r.include_usage = s.value("include_usage", false); | |
| } | |
| for (auto key : {"temperature", "top_p"}) { | |
| if (!j.contains(key)) continue; | |
| if (!j[key].is_number()) fail(std::string(key) + " must be numeric"); | |
| const auto x = j[key].get<double>(); | |
| if (!std::isfinite(x) || x < 0 || x > (std::string(key) == "temperature" ? 2 : 1)) | |
| fail(std::string(key) + " out of range"); | |
| if (std::string(key) == "temperature") r.temperature = x; | |
| else { if (x == 0) fail("top_p must be > 0"); r.top_p = x; } | |
| } | |
| if (j.contains("seed")) { | |
| if (!j["seed"].is_number_integer() || j["seed"] < 0 || j["seed"] > UINT32_MAX) | |
| fail("seed must be a uint32 integer"); | |
| r.seed = j["seed"].get<std::uint32_t>(); | |
| } | |
| if (j.contains("n") && (!j["n"].is_number_integer() || j["n"] != 1)) fail("only n=1 is supported"); | |
| if (j.contains("user") && !j["user"].is_string()) fail("user must be a string"); | |
| if (j.contains("user")) r.cache_user = j["user"].get<std::string>(); | |
| if (j.contains("stop") && !j["stop"].is_null()) { | |
| const auto s = j["stop"].is_string() ? Json::array({j["stop"]}) : j["stop"]; | |
| if (!s.is_array() || s.size() > 4) fail("stop must be a string or at most 4 strings"); | |
| for (const auto & v : s) { | |
| if (!v.is_string() || v.get_ref<const std::string &>().empty() || | |
| v.get_ref<const std::string &>().size() > 256) fail("invalid stop string"); | |
| r.stops.push_back(v.get<std::string>()); | |
| } | |
| } | |
| if (!j.contains("messages") || !j["messages"].is_array() || j["messages"].empty()) | |
| fail("messages must be a non-empty array"); | |
| const auto & messages = j["messages"]; | |
| for (const auto & m : messages) { | |
| if (!m.is_object() || !m.contains("role") || !m["role"].is_string() || | |
| !m.contains("content") || !m["content"].is_string()) | |
| fail("messages require string role and content; text only"); | |
| const auto role = m["role"].get<std::string>(); | |
| if (role != "system" && role != "user" && role != "assistant") fail("unsupported message role"); | |
| for (auto it = m.begin(); it != m.end(); ++it) | |
| if (it.key() != "role" && it.key() != "content") fail("unsupported message field: " + it.key()); | |
| } | |
| if (messages.back()["role"] != "user") fail("last message must be a user message"); | |
| // Bailing V3 text template. No hidden, server-owned conversation. | |
| const std::string thinking = r.enable_thinking ? "on" : "off"; | |
| r.prompt = "<role>SYSTEM</role>"; | |
| std::size_t start = 0; | |
| if (messages.front()["role"] == "system") { | |
| auto s = messages.front()["content"].get<std::string>(); | |
| // The explicit API switch owns template control. Normalize conflicting | |
| // legacy instructions rather than producing two contradictory modes. | |
| for (const auto old : {std::string("detailed thinking off"), std::string("detailed thinking on")}) { | |
| std::size_t at = 0; | |
| while ((at = s.find(old, at)) != std::string::npos) { | |
| const auto replacement = "detailed thinking " + thinking; | |
| s.replace(at, old.size(), replacement); at += replacement.size(); | |
| } | |
| } | |
| r.prompt += s; | |
| if (s.find("detailed thinking off") == std::string::npos && s.find("detailed thinking on") == std::string::npos) | |
| r.prompt += "\ndetailed thinking " + thinking; | |
| start = 1; | |
| } else r.prompt += "detailed thinking " + thinking; | |
| r.prompt += "<|role_end|>"; | |
| for (std::size_t i = start; i < messages.size(); ++i) { | |
| const auto role = messages[i]["role"].get<std::string>(); | |
| auto content = messages[i]["content"].get<std::string>(); | |
| if (role == "assistant") { | |
| const auto close = content.find("</think>"); | |
| if (close == std::string::npos) r.prompt += "<role>ASSISTANT</role>\n<think></think>"; | |
| else { | |
| auto reasoning = content.substr(0, close); | |
| const auto open = reasoning.rfind("<think>"); | |
| if (open != std::string::npos) reasoning.erase(0, open + 7); | |
| const auto first = reasoning.find_first_not_of('\n'); | |
| reasoning = first == std::string::npos ? "" : reasoning.substr(first, reasoning.find_last_not_of('\n') - first + 1); | |
| content = content.substr(content.rfind("</think>") + 8); | |
| content.erase(0, std::min(content.find_first_not_of('\n'), content.size())); | |
| r.prompt += "<role>ASSISTANT</role>\n<think>" + reasoning + "</think>"; | |
| } | |
| } | |
| else r.prompt += role == "user" ? "<role>HUMAN</role>" : "<role>SYSTEM</role>"; | |
| r.prompt += content + "<|role_end|>"; | |
| } | |
| r.prompt += r.enable_thinking ? "<role>ASSISTANT</role>\n<think>" : "<role>ASSISTANT</role>\n<think></think>"; | |
| return r; | |
| } | |
| // Token pieces can split a UTF-8 character. Keep incomplete sequences until the | |
| // next token; JSON encoders must never see partial bytes. | |
| inline std::string TakeUtf8(std::string & pending, bool flush) { | |
| std::string out; | |
| std::size_t i = 0; | |
| while (i < pending.size()) { | |
| const auto c = static_cast<unsigned char>(pending[i]); | |
| std::size_t n = c < 0x80 ? 1 : c >= 0xc2 && c <= 0xdf ? 2 : | |
| c >= 0xe0 && c <= 0xef ? 3 : c >= 0xf0 && c <= 0xf4 ? 4 : 0; | |
| if (n && i + n > pending.size() && !flush) break; | |
| bool valid = n && i + n <= pending.size(); | |
| for (std::size_t k = 1; valid && k < n; ++k) | |
| valid = (static_cast<unsigned char>(pending[i + k]) & 0xc0) == 0x80; | |
| if (valid && n >= 3) { | |
| const auto b = static_cast<unsigned char>(pending[i + 1]); | |
| valid = !((c == 0xe0 && b < 0xa0) || (c == 0xed && b >= 0xa0) || | |
| (c == 0xf0 && b < 0x90) || (c == 0xf4 && b >= 0x90)); | |
| } | |
| if (valid) { out.append(pending, i, n); i += n; } | |
| else { out += "\xef\xbf\xbd"; ++i; } | |
| } | |
| pending.erase(0, i); | |
| return out; | |
| } | |
| class TextFilter { | |
| std::string pending_, utf8_; | |
| std::vector<std::string> stops_; | |
| public: | |
| bool stopped = false; | |
| explicit TextFilter(std::vector<std::string> stops) : stops_(std::move(stops)) {} | |
| std::string Push(std::string_view piece, bool final = false) { | |
| if (stopped) return {}; | |
| pending_ += piece; | |
| std::size_t end = std::string::npos; | |
| for (const auto & stop : stops_) end = std::min(end, pending_.find(stop)); | |
| if (end != std::string::npos) { pending_.resize(end); stopped = true; final = true; } | |
| std::size_t keep = 0; | |
| if (!final) for (const auto & stop : stops_) | |
| for (std::size_t k = 1; k < stop.size() && k <= pending_.size(); ++k) | |
| if (pending_.compare(pending_.size() - k, k, stop, 0, k) == 0) keep = std::max(keep, k); | |
| utf8_ += pending_.substr(0, pending_.size() - keep); | |
| pending_.erase(0, pending_.size() - keep); | |
| return TakeUtf8(utf8_, final); | |
| } | |
| }; | |
| } // namespace ling3::chat | |