common/chat : unify and fix LFM2/LFM2.5 tool parser (#24178)
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@@ -87,6 +87,8 @@ static std::string normalize_quotes_to_json(const std::string & input) {
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bool in_single_quoted = false;
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bool in_double_quoted = false;
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auto is_word_char = [](char ch) { return std::isalnum(static_cast<unsigned char>(ch)) || ch == '_'; };
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for (size_t i = 0; i < input.size(); ++i) {
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char c = input[i];
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@@ -151,6 +153,29 @@ static std::string normalize_quotes_to_json(const std::string & input) {
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in_single_quoted = true;
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result += '"';
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}
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} else if (!in_single_quoted && !in_double_quoted && (c == 'T' || c == 'F' || c == 'N') &&
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(i == 0 || !is_word_char(input[i - 1]))) {
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// Python literals -> JSON; prefix match keeps streamed partials monotonic.
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static constexpr std::pair<std::string_view, std::string_view> literals[] = {
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{ "True", "true" }, { "False", "false" }, { "None", "null" },
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};
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size_t n = 0;
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while (i + n < input.size() && is_word_char(input[i + n])) {
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++n;
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}
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std::string_view token(input.data() + i, n);
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bool matched = false;
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for (const auto & [py, js] : literals) {
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if (py.substr(0, n) == token) {
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result += js.substr(0, n);
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i += n - 1;
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matched = true;
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break;
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}
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}
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if (!matched) {
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result += c;
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}
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} else {
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result += c;
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}
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@@ -353,12 +378,8 @@ void common_chat_peg_mapper::map(const common_peg_ast_node & node) {
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}
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value_to_add += escape_json_string_inner(value_content);
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} else if (!value_content.empty()) {
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// For potential containers, normalize Python-style single quotes to JSON double quotes
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bool is_potential_container = value_content[0] == '[' || value_content[0] == '{';
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if (is_potential_container) {
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value_content = normalize_container_value(value_content);
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}
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value_to_add += value_content;
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// Pythonic scalars/containers -> JSON.
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value_to_add += normalize_container_value(value_content);
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}
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args_target() += value_to_add;
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@@ -466,11 +487,34 @@ common_peg_parser common_chat_peg_builder::standard_constructed_tools(
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return force_tool_calls ? section : optional(section);
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}
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// Like python_value(), but the leaf also accepts JSON-cased true/false/null, used by LFM2/LFM2.5
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common_peg_parser common_chat_peg_builder::python_or_json_value() {
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return rule("python-or-json-value", [this]() {
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auto ws = space();
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auto value = python_or_json_value();
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auto member = sequence({ python_string(), ws, literal(":"), ws, value });
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auto members = sequence({ member, zero_or_more(sequence({ ws, literal(","), ws, member })) });
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auto dict = rule("python-or-json-dict", [&]() {
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return sequence({ literal("{"), ws, choice({ literal("}"), sequence({ members, ws, literal("}") }) }), ws });
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});
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auto elements = sequence({ value, zero_or_more(sequence({ literal(","), ws, value })) });
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auto array = rule("python-or-json-array", [&]() {
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return sequence({ literal("["), ws, choice({ literal("]"), sequence({ elements, ws, literal("]") }) }), ws });
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});
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return choice({ dict, array, python_string(), python_number(),
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python_bool(), python_null(), json_bool(), json_null() });
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});
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}
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// Python-style tool calls: name(arg1="value1", arg2=123)
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// Used only by LFM2 for now, so we don't merge it into autoparser
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common_peg_parser common_chat_peg_builder::python_style_tool_calls(
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const ordered_json & tools,
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bool parallel_tool_calls) {
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bool parallel_tool_calls,
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bool allow_json_literals) {
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if (!tools.is_array() || tools.empty()) {
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return eps();
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}
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@@ -504,7 +548,7 @@ common_peg_parser common_chat_peg_builder::python_style_tool_calls(
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if (is_string_type) {
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arg_value_parser = string_value_parser;
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} else {
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arg_value_parser = tool_arg_value(python_value());
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arg_value_parser = tool_arg_value(allow_json_literals ? python_or_json_value() : python_value());
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}
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// Full argument: name="value" or name=value
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