Program Listing for File llm_engine.cpp

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/* * SPDX-FileCopyrightText: Copyright (c) 2023-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "morpheus/llm/llm_engine.hpp" #include "morpheus/llm/llm_context.hpp" // for LLMContext #include "morpheus/llm/llm_task.hpp" #include "morpheus/llm/llm_task_handler.hpp" // for LLMTaskHandler #include "morpheus/llm/llm_task_handler_runner.hpp" // for LLMTaskHandlerRunner #include "morpheus/llm/utils.hpp" #include "morpheus/messages/control.hpp" // for ControlMessage #include <mrc/coroutines/task.hpp> // IWYU pragma: keep #include <nlohmann/json.hpp> #include <coroutine> #include <optional> #include <stdexcept> #include <string> #include <utility> namespace morpheus::llm { LLMEngine::LLMEngine() = default; LLMEngine::~LLMEngine() = default; void LLMEngine::add_task_handler(user_input_mappings_t inputs, std::shared_ptr<LLMTaskHandler> task_handler) { auto input_names = task_handler->get_input_names(); auto final_inputs = process_input_names(inputs, input_names); m_task_handlers.push_back(std::make_shared<LLMTaskHandlerRunner>(std::move(final_inputs), task_handler)); } Task<std::vector<std::shared_ptr<ControlMessage>>> LLMEngine::run(std::shared_ptr<ControlMessage> input_message) { if (!input_message) { throw std::runtime_error("LLMEngine::run() called with a null message"); } if (!input_message->has_task("llm_engine")) { throw std::runtime_error("LLMEngine::run() called with a message that does not have the 'llm_engine' task"); } std::vector<std::shared_ptr<ControlMessage>> output_messages; while (input_message->has_task("llm_engine")) { auto current_task = input_message->remove_task("llm_engine"); // Temp create an instance of LLMTask for type safety LLMTask tmp_task(current_task["task_type"].get<std::string>(),"task_dict")); // Set the name, task, control_message and inputs on the context auto context = std::make_shared<LLMContext>(tmp_task, input_message); // Call the base node co_await this->execute(context); // Pass the outputs into the task generators auto tasks = co_await this->handle_tasks(context); output_messages.insert(output_messages.end(), tasks.begin(), tasks.end()); } co_return output_messages; } Task<std::vector<std::shared_ptr<ControlMessage>>> LLMEngine::handle_tasks(std::shared_ptr<LLMContext> context) { // Wait for the base node outputs (This will yield if not already available) // auto outputs = context->get_outputs(); for (auto& task_handler : m_task_handlers) { auto new_tasks = co_await task_handler->try_handle(context); if (new_tasks.has_value()) { co_return new_tasks.value(); } } throw std::runtime_error("No task handler was able to handle the input message and responses generated"); } } // namespace morpheus::llm

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