llama.cpp/common/chat-template.hpp

/*
    Copyright 2024 Google LLC

    Use of this source code is governed by an MIT-style
    license that can be found in the LICENSE file or at
    https://opensource.org/licenses/MIT.
*/
// SPDX-License-Identifier: MIT
#pragma once

#include "minja.hpp"
#include <json.hpp>
#include <string>
#include <vector>

using json = nlohmann::ordered_json;

namespace minja {

class chat_template {
  public:

  private:
    bool _supports_tools = true;
    // Meta-Llama-3.1-8B-Instruct's template expects arguments to be an object.
    // Most other templates (and OpenAI's API) expect the arguments object to be stringified.
    bool _requires_object_arguments = false;
    bool _supports_system_role = true;
    bool _supports_parallel_tool_calls = false;
    std::string _source;
    std::string _bos_token;
    std::string _eos_token;
    std::shared_ptr<minja::TemplateNode> _template_root;

  public:
    chat_template(const std::string & source, const std::string & bos_token, const std::string & eos_token)
        : _source(source), _bos_token(bos_token), _eos_token(eos_token)
    {
        _supports_tools = source.find("tools") != std::string::npos;
        _requires_object_arguments =
            source.find("tool_call.arguments | items") != std::string::npos
            || source.find("tool_call.arguments | tojson") != std::string::npos;
        _supports_system_role = source.find("System role not supported") == std::string::npos;
        _supports_parallel_tool_calls = source.find("tool_call_id") != std::string::npos;

        _template_root = minja::Parser::parse(_source, {
            /* .trim_blocks = */ true,
            /* .lstrip_blocks = */ true,
            /* .keep_trailing_newline = */ false,
        });
    }

    const std::string & source() const { return _source; }
    bool supports_tools() const { return _supports_tools; }
    bool supports_parallel_tool_calls() const { return _supports_parallel_tool_calls; }

    std::string apply(
        const nlohmann::ordered_json & messages,
        const nlohmann::ordered_json & tools,
        bool add_generation_prompt,
        const nlohmann::ordered_json & extra_context = nlohmann::ordered_json()) const
    {
        auto actual_messages = messages;

        // First, "fix" messages so they have a chance to be rendered correctly by the template

        if (_requires_object_arguments || !_supports_system_role) {
            std::string pending_system;
            auto flush_sys = [&]() {
                if (!pending_system.empty()) {
                    actual_messages.push_back({
                        {"role", "user"},
                        {"content", pending_system},
                    });
                    pending_system.clear();
                }
            };
            for (auto & message : actual_messages) {
                if (!message.contains("role") || !message.contains("content")) {
                    throw std::runtime_error("message must have 'role' and 'content' fields: " + message.dump());
                }
                std::string role = message.at("role");

                if (!message["content"].is_null() && !_supports_system_role) {
                    std::string content = message.at("content");
                    if (role == "system") {
                        if (!pending_system.empty()) pending_system += "\n";
                        pending_system += content;
                        continue;
                    } else {
                        if (role == "user") {
                            if (!pending_system.empty()) {
                                message["content"] = pending_system + (content.empty() ? "" : "\n" + content);
                                pending_system.clear();
                            }
                        } else {
                            flush_sys();
                        }
                    }
                }
                if (_requires_object_arguments && message.contains("tool_calls")) {
                    for (auto & tool_call : message.at("tool_calls")) {
                        if (tool_call["type"] == "function") {
                            auto & function = tool_call.at("function");
                            std::string arguments = function.at("arguments");
                            function["arguments"] = json::parse(arguments);
                        }
                    }
                }
            }
            flush_sys();
        }

        auto context = minja::Context::make(json({
            {"messages", actual_messages},
            {"add_generation_prompt", add_generation_prompt},
            {"bos_token", _bos_token},
            {"eos_token", _eos_token},
        }));

        if (!tools.is_null()) {
            auto tools_val = minja::Value(tools);
            context->set("tools", tools_val);
        }
        if (!extra_context.is_null()) {
            for (auto & kv : extra_context.items()) {
                minja::Value val(kv.value());
                context->set(kv.key(), val);
            }
        }

        return _template_root->render(context);
    }
};

}  // namespace minja