include llama.cpp since there were some edits
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#include "parsers.h"
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// An assistant turn is rendered as one or more messages, each
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// "<|start|>assistant to=<recipient><|message|>{content}{END}" where END is
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// <|eom|> (more messages follow) or <|eot|> (end of turn):
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// - chain-of-thought: to=self, terminated by <|eom|>
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// - user facing aside: to=commentary, terminated by <|eom|>
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// - final answer: to=user, terminated by <|eot|>
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// A commentary message carries content the user sees while the assistant keeps
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// working, typically before or between tool calls.
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// The generation prompt is just "<|start|>assistant"; the model emits its own
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// " to=...<|message|>".
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common_chat_params common_chat_params_init_muse_spark(const common_chat_template & tmpl,
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const autoparser::generation_params & inputs) {
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common_chat_params data;
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data.prompt = common_chat_template_direct_apply_impl(tmpl, inputs);
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data.generation_prompt = "<|start|>assistant";
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data.format = COMMON_CHAT_FORMAT_PEG_NATIVE;
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data.supports_thinking = true;
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data.preserved_tokens = {
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"<|start|>", "<|message|>", "<|eom|>", "<|eot|>",
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// ATEM tool-call markup emitted on " to=<tool>" turns.
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"<atem:function_calls>", "<atem:invoke", "<atem:parameter", "</atem:parameter>",
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"</atem:invoke>", "</atem:function_calls>",
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};
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data.message_delimiters = {
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{ COMMON_CHAT_ROLE_ASSISTANT, "<|start|>assistant" },
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{ COMMON_CHAT_ROLE_USER, "<|start|>user" },
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{ COMMON_CHAT_ROLE_SYSTEM, "<|start|>system" },
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{ COMMON_CHAT_ROLE_TOOL, "<|start|>tool" },
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};
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if (inputs.has_continuation()) {
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const auto & msg = inputs.continue_msg;
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data.generation_prompt = "<|start|>assistant to=self<|message|>" + msg.reasoning_content;
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if (inputs.continue_final_message == COMMON_CHAT_CONTINUATION_CONTENT) {
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data.generation_prompt += "<|eom|><|start|>assistant to=user<|message|>" + msg.render_content();
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}
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data.prompt.append(data.generation_prompt);
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}
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auto extract_reasoning = inputs.reasoning_format != COMMON_REASONING_FORMAT_NONE;
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auto has_tools = inputs.tools.is_array() && !inputs.tools.empty();
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// Constrained grammar whenever tools are offered.
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auto include_grammar = has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE;
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data.parser = build_chat_peg_parser([&](common_chat_peg_builder & p) {
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auto start = p.rule("start", p.literal("<|start|>assistant"));
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if (!extract_reasoning && !include_grammar) {
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return start + p.content(p.rest());
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}
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if (extract_reasoning) {
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p.rule("analysis", p.literal(" to=self<|message|>") + p.reasoning(p.until("<|eom|>")) + p.literal("<|eom|>"));
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} else {
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p.rule("analysis", p.literal(" to=self<|message|>") + p.content(p.until("<|eom|>")) + p.literal("<|eom|>"));
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}
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auto analysis = p.ref("analysis");
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// Commentary is user facing content emitted mid turn, so it reads as
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// content and always ends on <|eom|>.
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auto preamble = p.rule("preamble", p.literal(" to=commentary<|message|>") +
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p.content(p.until("<|eom|>")) + p.literal("<|eom|>"));
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auto aside = p.rule("aside", analysis | preamble);
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auto recipient = p.optional(p.literal(" to=user"));
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auto final_msg = p.rule("final", recipient + p.literal("<|message|>") +
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p.content(p.until_one_of({ "<|eot|>", "<|eom|>" })));
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if (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) {
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auto string_value = p.ac(
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p.tool_arg_string_value(p.until("</atem:parameter>")) + p.tool_arg_close(p.literal("</atem:parameter>")),
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"</atem:parameter>");
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auto tool_choice = p.choice();
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foreach_function(inputs.tools, [&](size_t tool_index, const json & tool) {
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const auto & function = tool.at("function");
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const std::string name = function.at("name");
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std::vector<common_peg_parser> arg_rules;
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foreach_parameter(function, [&](size_t param_index, const common_chat_schema_property & prop, const common_chat_schema_document_ptr & doc) {
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auto value_parser = p.eps();
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if (prop.schema->may_be_string()) {
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value_parser = string_value;
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} else {
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value_parser = p.tool_arg_json_value(
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p.schema(p.json(), "tool-" + std::to_string(tool_index) + "-arg-" + std::to_string(param_index) + "-schema", doc, *prop.schema))
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+ p.tool_arg_close(p.literal("</atem:parameter>"));
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}
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arg_rules.push_back(p.tool_arg(
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p.tool_arg_open(p.literal("<atem:parameter name=\"") + p.tool_arg_name(p.literal(prop.name)) + p.literal("\">")) +
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value_parser));
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});
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auto args = p.eps();
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if (!arg_rules.empty()) {
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args = p.zero_or_more(p.choice(arg_rules) + p.space());
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}
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auto tool_parser = p.tool(
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p.tool_open(p.literal(" to=") + p.until("<|message|>") +
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p.literal("<|message|><atem:function_calls>") + p.space() +
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p.literal("<atem:invoke name=\"") + p.tool_name(p.literal(name)) + p.literal("\">") + p.space())
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<< p.tool_args(args)
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<< p.tool_close(p.literal("</atem:invoke>") + p.space() + p.literal("</atem:function_calls>")));
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tool_choice |= p.rule("tool-" + std::to_string(tool_index), tool_parser);
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});
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auto tool_calls = inputs.parallel_tool_calls
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? p.trigger_rule("tool-call", tool_choice + p.zero_or_more(p.literal("<|eom|>") + start + tool_choice))
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: p.trigger_rule("tool-call", tool_choice);
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if (inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED) {
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return p.zero_or_more(start + aside) + start + tool_calls;
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}
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auto trailing_calls = p.optional(p.literal("<|eom|>") + start + tool_calls);
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return p.zero_or_more(start + aside) + start + (tool_calls | (final_msg + trailing_calls));
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}
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return p.zero_or_more(start + aside) + start + final_msg;
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});
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if (include_grammar) {
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data.grammar_lazy = inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_REQUIRED;
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data.grammar = build_grammar([&](const common_grammar_builder & builder) {
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data.parser.build_grammar(builder, data.grammar_lazy);
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});
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data.grammar_triggers = {
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{ COMMON_GRAMMAR_TRIGGER_TYPE_PATTERN,
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"<\\|start\\|>assistant( to=(?!self<\\|message\\|>)(?!commentary<\\|message\\|>)(?!user<\\|message\\|>)[^<]*?<\\|message\\|>)" },
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};
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}
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return data;
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}
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