autoparser: support case of JSON_NATIVE with per-call markers (test case: Reka-Edge) (#21892)
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@@ -198,10 +198,19 @@ common_peg_parser analyze_tools::build_tool_parser_json_native(parser_build_cont
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args_field = format.function_field + "." + args_field;
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}
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auto tools_parser = p.standard_json_tools(
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format.section_start, format.section_end, inputs.tools, inputs.parallel_tool_calls,
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inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED, name_field, args_field, format.tools_array_wrapped,
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format.fun_name_is_key, format.id_field, format.gen_id_field, format.parameter_order);
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auto tools_parser = p.eps();
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if (format.section_start.empty() && !format.per_call_start.empty()) {
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auto single_tool_parser = p.standard_json_tools(
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format.per_call_start, format.per_call_end, inputs.tools, inputs.parallel_tool_calls,
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inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED, name_field, args_field, format.tools_array_wrapped,
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format.fun_name_is_key, format.id_field, format.gen_id_field, format.parameter_order);
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tools_parser = p.trigger_rule("tool-calls", p.one_or_more(single_tool_parser + p.space()));
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} else {
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tools_parser = p.standard_json_tools(
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format.section_start, format.section_end, inputs.tools, inputs.parallel_tool_calls,
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inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED, name_field, args_field, format.tools_array_wrapped,
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format.fun_name_is_key, format.id_field, format.gen_id_field, format.parameter_order);
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}
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// Handle content wrappers if present
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if (ctx.content && ctx.content->is_always_wrapped()) {
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@@ -308,19 +308,23 @@ struct analyze_tools : analyze_base {
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private:
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// Extract tool calling 'haystack' for further analysis and delegate further analysis based on format
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void analyze_tool_calls(const analyze_reasoning & reasoning);
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void analyze_tool_calls(const analyze_reasoning & reasoning, bool supports_parallel_tool_calls);
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// Analyze format based on position of function and argument name in needle
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void analyze_tool_call_format(const std::string & haystack,
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const std::string & fun_name_needle,
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const std::string & arg_name_needle,
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const analyze_reasoning & reasoning);
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const analyze_reasoning & reasoning,
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bool supports_parallel_tool_calls);
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// Analyze specifics of JSON native format (entire tool call is a JSON object)
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void analyze_tool_call_format_json_native(const std::string & clean_haystack,
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const std::string & fun_name_needle,
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const std::string & arg_name_needle);
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// Check if parallel calls in JSON native format array wrapped or tag wrapped
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void analyze_json_native_parallel_calls();
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// Analyze specifics of non-JSON native format (tags for function name or for function name and arguments)
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void analyze_tool_call_format_non_json(const std::string & clean_haystack,
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const std::string & fun_name_needle);
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@@ -558,7 +558,7 @@ analyze_tools::analyze_tools(const common_chat_template & tmpl,
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: analyze_base(tmpl) {
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LOG_DBG(ANSI_ORANGE "Phase 3: Tool call analysis\n" ANSI_RESET);
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analyze_tool_calls(reasoning);
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analyze_tool_calls(reasoning, caps.supports_parallel_tool_calls);
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if (format.mode != tool_format::NONE && format.mode != tool_format::JSON_NATIVE) {
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if (caps.supports_parallel_tool_calls) {
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@@ -577,7 +577,7 @@ analyze_tools::analyze_tools(const common_chat_template & tmpl,
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}
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}
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void analyze_tools::analyze_tool_calls(const analyze_reasoning & reasoning) {
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void analyze_tools::analyze_tool_calls(const analyze_reasoning & reasoning, bool supports_parallel_tool_calls) {
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json assistant_no_tools = json{
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{ "role", "assistant" },
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{ "content", ASSISTANT_MSG }
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@@ -611,13 +611,14 @@ void analyze_tools::analyze_tool_calls(const analyze_reasoning & reasoning) {
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return;
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}
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analyze_tool_call_format(tool_section, FUN_FIRST, ARG_FIRST, reasoning);
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analyze_tool_call_format(tool_section, FUN_FIRST, ARG_FIRST, reasoning, supports_parallel_tool_calls);
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}
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void analyze_tools::analyze_tool_call_format(const std::string & haystack,
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const std::string & fun_name_needle,
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const std::string & arg_name_needle,
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const analyze_reasoning & reasoning) {
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const analyze_reasoning & reasoning,
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bool supports_parallel_tool_calls) {
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if (fun_name_needle.empty() || arg_name_needle.empty() || haystack.empty()) {
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return;
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}
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@@ -660,6 +661,9 @@ void analyze_tools::analyze_tool_call_format(const std::string & haystack,
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if (format.mode == tool_format::JSON_NATIVE) {
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analyze_tool_call_format_json_native(clean_haystack, fun_name_needle, arg_name_needle);
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if (supports_parallel_tool_calls) {
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analyze_json_native_parallel_calls();
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}
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} else {
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analyze_tool_call_format_non_json(clean_haystack, fun_name_needle);
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}
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@@ -668,6 +672,42 @@ void analyze_tools::analyze_tool_call_format(const std::string & haystack,
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format.per_call_end = trim_whitespace(format.per_call_end);
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}
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void analyze_tools::analyze_json_native_parallel_calls() {
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json assistant_one_tool = json{
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{ "role", "assistant" },
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{ "content", "" },
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{ "tool_calls", json::array({ first_tool_call }) }
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};
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json assistant_two_tools = json{
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{ "role", "assistant" },
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{ "content", "" },
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{ "tool_calls", json::array({ first_tool_call, second_tool_call }) }
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};
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template_params params;
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params.messages = json::array({ user_msg, assistant_one_tool });
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params.tools = tools;
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params.add_generation_prompt = false;
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params.enable_thinking = true;
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auto comparison = compare_variants(
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*tmpl, params, [&](template_params & p) { p.messages = json::array({ user_msg, assistant_two_tools }); });
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if (!comparison) {
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LOG_DBG(ANSI_ORANGE "%s: Template application failed\n" ANSI_RESET, __func__);
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return;
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}
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std::string & second_call = comparison->diff.right;
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if (!format.section_start.empty() && second_call.find(format.section_start) != std::string::npos) {
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format.per_call_start = format.section_start;
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format.per_call_end = format.section_end;
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format.section_start.clear();
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format.section_end.clear();
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}
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}
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void analyze_tools::analyze_tool_call_format_json_native(const std::string & clean_haystack,
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const std::string & fun_name_needle,
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const std::string & arg_name_needle) {
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@@ -676,7 +676,7 @@ common_peg_parser common_chat_peg_builder::build_json_tools_nested_keys(
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ordered_json params = function.contains("parameters") ? function.at("parameters") : ordered_json::object();
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auto nested_name = literal("\"" + nested_name_field + "\"") + space() + literal(":") + space() +
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literal("\"") + tool_name(literal(name)) + literal("\"");
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atomic(literal("\"") + tool_name(literal(name)) + literal("\""));
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auto nested_args = literal("\"" + nested_args_field + "\"") + space() + literal(":") + space() +
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tool_args(schema(json(), "tool-" + name + "-schema", params));
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@@ -744,7 +744,7 @@ common_peg_parser common_chat_peg_builder::build_json_tools_flat_keys(
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ordered_json params = function.contains("parameters") ? function.at("parameters") : ordered_json::object();
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auto tool_name_ = name_key_parser + space() + literal(":") + space() +
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literal("\"") + tool_name(literal(name)) + literal("\"");
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atomic(literal("\"") + tool_name(literal(name)) + literal("\""));
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auto tool_args_ = args_key_parser + space() + literal(":") + space() +
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tool_args(schema(json(), "tool-" + name + "-schema", params));
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