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// Tests chat handling, including grammar genration and parsing for tool calling, for various templates.
//
// Also acts as a CLI to generate a Markdown summary of the formats of Jinja templates,
// e.g. given Minja (http://github.com/google/minja) checked out in parent dir:
//
// cmake -B build && cmake --build build --parallel && ./build/bin/test-chat ../minja/build/tests/*.jinja 2>/dev/null
//
#include "../src/llama-grammar.h"
#include "../src/unicode.h"
#include "../tools/server/server-chat.h"
#include "chat-auto-parser.h"
#include "chat.h"
#include "common.h"
#include "ggml.h"
#include "log.h"
#include <algorithm>
#include <exception>
#include <fstream>
#include <functional>
#include <iostream>
#include "json.h"
#include <set>
#include <stdexcept>
#include <string>
using json = common_json;
static std::ostream & operator<<(std::ostream & os, const common_chat_msg_diff & diff) {
os << "{ content_delta: " << diff.content_delta << "; ";
os << "reasoning_content_delta: " << diff.reasoning_content_delta << "; ";
if (diff.tool_call_index != std::string::npos) {
os << "tool_call_index: " << diff.tool_call_index << "; ";
os << "tool_call_delta.name: " << diff.tool_call_delta.name << "; ";
os << "tool_call_delta.id: " << diff.tool_call_delta.id << "; ";
os << "tool_call_delta.arguments: " << diff.tool_call_delta.arguments << "; ";
}
os << "}";
return os;
}
// operator<< for vector<common_chat_msg_diff>:
static std::ostream & operator<<(std::ostream & os, const std::vector<common_chat_msg_diff> & diffs) {
os << "[\n";
for (const auto & diff : diffs) {
os << " " << diff << ",\n";
}
os << "]";
return os;
}
static std::ostream & operator<<(std::ostream & os, const common_chat_msg & msg) {
os << "{ role: " << msg.role << "; ";
os << "content: " << msg.content << "; ";
os << "content_parts: [\n";
for (const auto & part : msg.content_parts) {
os << " { type: " << part.type << "; text: " << part.text << " },\n";
}
os << "]; ";
os << "reasoning_content: " << msg.reasoning_content << "; ";
os << "tool_calls: [\n";
for (const auto & tool_call : msg.tool_calls) {
os << " { name: " << tool_call.name << "; arguments: " << tool_call.arguments << "; id: " << tool_call.id
<< " },\n";
}
os << "]";
os << "}";
return os;
}
template <class T> static bool equals(const T & expected, const T & actual) {
return expected == actual;
}
static common_chat_msg normalize(const common_chat_msg & msg) {
common_chat_msg normalized = msg;
for (auto & tool_call : normalized.tool_calls) {
try {
tool_call.arguments = json::parse(tool_call.arguments).dump();
} catch (const std::exception &) {
}
}
return normalized;
}
template <> bool equals(const common_chat_msg & expected, const common_chat_msg & actual) {
return normalize(expected) == normalize(actual);
}
template <class T> static void assert_equals(const T & expected, const T & actual) {
if (!equals(expected, actual)) {
std::ostringstream oss_expected;
oss_expected << expected;
std::ostringstream oss_actual;
oss_actual << actual;
LOG_ERR("Expected: %s\n", oss_expected.str().c_str());
LOG_ERR("Actual: %s\n", oss_actual.str().c_str());
common_log_flush(common_log_main());
throw std::runtime_error("Test failed");
}
}
static void assert_contains(const std::string & haystack, const std::string & needle) {
if (haystack.find(needle) == std::string::npos) {
LOG_ERR("Expected to contain: %s\n", needle.c_str());
LOG_ERR("Actual: %s\n", haystack.c_str());
common_log_flush(common_log_main());
throw std::runtime_error("Test failed");
}
}
static void assert_not_contains(const std::string & haystack, const std::string & needle) {
if (haystack.find(needle) != std::string::npos) {
LOG_ERR("Expected NOT to contain: %s\n", needle.c_str());
LOG_ERR("Actual: %s\n", haystack.c_str());
common_log_flush(common_log_main());
throw std::runtime_error("Test failed");
}
}
static void assert_ends_with(const std::string & str, const std::string & suffix) {
if (str.size() < suffix.size() ||
str.compare(str.size() - suffix.size(), suffix.size(), suffix) != 0) {
LOG_ERR("Expected to end with: %s\n", suffix.c_str());
LOG_ERR("Actual: %s\n", str.c_str());
common_log_flush(common_log_main());
throw std::runtime_error("Test failed");
}
}
static std::string read_file(const std::string & path) {
std::ifstream fs(path, std::ios_base::binary);
if (!fs.is_open()) {
fs = std::ifstream("../" + path, std::ios_base::binary);
if (!fs.is_open()) {
throw std::runtime_error("Failed to open file: " + path);
}
}
fs.seekg(0, std::ios_base::end);
auto size = fs.tellg();
fs.seekg(0);
std::string out;
out.resize(static_cast<size_t>(size));
fs.read(out.data(), static_cast<std::streamsize>(size));
return out;
}
static common_chat_templates_ptr read_templates(const std::string & path) {
return common_chat_templates_ptr(common_chat_templates_init(/* model= */ nullptr, read_file(path)));
}
static std::unique_ptr<llama_grammar> build_grammar(const std::string & grammar_str) {
return std::unique_ptr<llama_grammar>(
llama_grammar_init_impl(nullptr, grammar_str.c_str(), "root", false, nullptr, 0, nullptr, 0));
}
// Helper to format a code point as a readable string
static std::string format_codepoint(uint32_t cp) {
if (cp >= 32 && cp < 127) {
return std::string("'") + static_cast<char>(cp) + "'";
} else if (cp == '\n') {
return "'\\n'";
} else if (cp == '\r') {
return "'\\r'";
} else if (cp == '\t') {
return "'\\t'";
} else {
return "U+" + std::to_string(cp);
}
}
// Helper to format expected element from grammar stack
static std::string format_expected_element(const llama_grammar_rules & /* rules*/, const llama_grammar_element * elem) {
if (!elem) {
return "<end>";
}
switch (elem->type) {
case LLAMA_GRETYPE_END:
return "<end of rule>";
case LLAMA_GRETYPE_ALT:
return "<alternative>";
case LLAMA_GRETYPE_RULE_REF:
{
// Find rule name - just show rule ID for now
return "<rule-" + std::to_string(elem->value) + ">";
}
case LLAMA_GRETYPE_CHAR:
{
std::string result;
const llama_grammar_element * pos = elem;
bool first = true;
do {
if (!first) {
result += " | ";
}
first = false;
if (pos[1].type == LLAMA_GRETYPE_CHAR_RNG_UPPER) {
// Range like [a-z]
result += "[" + format_codepoint(pos->value) + "-" + format_codepoint(pos[1].value) + "]";
pos += 2;
} else {
result += format_codepoint(pos->value);
pos += 1;
}
} while (pos->type == LLAMA_GRETYPE_CHAR_ALT);
return result;
}
case LLAMA_GRETYPE_CHAR_NOT:
{
std::string result = "[^";
const llama_grammar_element * pos = elem;
bool first = true;
do {
if (!first) {
result += " ";
}
first = false;
if (pos[1].type == LLAMA_GRETYPE_CHAR_RNG_UPPER) {
result += format_codepoint(pos->value) + "-" + format_codepoint(pos[1].value);
pos += 2;
} else {
result += format_codepoint(pos->value);
pos += 1;
}
} while (pos->type == LLAMA_GRETYPE_CHAR_ALT);
return result + "]";
}
case LLAMA_GRETYPE_CHAR_ANY:
return "<any char>";
case LLAMA_GRETYPE_TOKEN:
return "<token-" + std::to_string(elem->value) + ">";
case LLAMA_GRETYPE_TOKEN_NOT:
return "<not-token-" + std::to_string(elem->value) + ">";
default:
return "<unknown>";
}
}
// Get description of what the grammar expects at current position
static std::string get_expected_description(const llama_grammar_rules & rules, const llama_grammar_stacks & stacks) {
if (stacks.empty()) {
return "<no valid continuations>";
}
std::string result;
std::set<std::string> seen;
for (const auto & stack : stacks) {
if (stack.empty()) {
if (seen.insert("<end>").second) {
if (!result.empty()) {
result += " OR ";
}
result += "<end>";
}
continue;
}
const llama_grammar_element * elem = stack.back();
std::string desc = format_expected_element(rules, elem);
if (seen.insert(desc).second) {
if (!result.empty()) {
result += " OR ";
}
result += desc;
}
}
return result;
}
// Result of a detailed grammar match attempt
struct grammar_match_result {
bool success = false; // Did the string fully match the grammar?
size_t matched_bytes = 0; // Bytes successfully matched before failure
size_t matched_codepoints = 0; // Codepoints successfully matched before failure
size_t total_bytes = 0; // Total bytes in input
size_t total_codepoints = 0; // Total codepoints in input
std::string matched_prefix; // The portion that was successfully matched
std::string failing_char; // The character that caused failure (if any)
std::string expected_description; // What the grammar expected at failure point
bool incomplete = false; // True if matched all input but grammar expects more
};
// Detailed version of match_string that returns failure information
static grammar_match_result match_string_detailed(const std::string & input, llama_grammar * grammar) {
grammar_match_result result;
result.total_bytes = input.size();
const auto cpts = unicode_cpts_from_utf8(input);
result.total_codepoints = cpts.size();
auto & stacks_cur = llama_grammar_get_stacks(grammar);
const auto & rules = llama_grammar_get_rules(grammar);
size_t byte_pos = 0;
for (size_t i = 0; i < cpts.size(); i++) {
const auto & cpt = cpts[i];
// Get expected before accepting (for error reporting)
std::string expected_before = get_expected_description(rules, stacks_cur);
llama_grammar_accept(grammar, cpt);
// Calculate byte position for this codepoint
size_t cpt_bytes = 0;
if (cpt < 0x80) {
cpt_bytes = 1;
} else if (cpt < 0x800) {
cpt_bytes = 2;
} else if (cpt < 0x10000) {
cpt_bytes = 3;
} else {
cpt_bytes = 4;
}
if (stacks_cur.empty()) {
// Grammar failed to match at this point
result.matched_bytes = byte_pos;
result.matched_codepoints = i;
result.matched_prefix = input.substr(0, byte_pos);
result.failing_char = format_codepoint(cpt);
result.expected_description = expected_before;
result.incomplete = false;
return result;
}
byte_pos += cpt_bytes;
}
// All input matched - check if grammar is complete
result.matched_bytes = input.size();
result.matched_codepoints = cpts.size();
result.matched_prefix = input;
if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) {
// An empty stack means that the grammar has been completed
result.success = true;
result.incomplete = false;
} else {
// Grammar expects more input
result.success = false;
result.incomplete = true;
result.expected_description = get_expected_description(rules, stacks_cur);
}
return result;
}
// TODO: extract to common helper (copied from test-grammar-integration.cpp)
static bool match_string(const std::string & input, llama_grammar * grammar) {
const auto cpts = unicode_cpts_from_utf8(input);
auto & stacks_cur = llama_grammar_get_stacks(grammar);
for (const auto & cpt : cpts) {
llama_grammar_accept(grammar, cpt);
if (stacks_cur.empty()) {
// no stacks means that the grammar failed to match at this point
return false;
}
}
if (std::any_of(stacks_cur.begin(), stacks_cur.end(), [](const auto & stack) { return stack.empty(); })) {
// An empty stack means that the grammar has been completed
return true;
}
return false;
}
static std::string renormalize_json(const std::string & json_str) {
try {
auto json_obj = json::parse(json_str);
return json_obj.dump();
} catch (const std::exception & e) {
return ""; // ignore parial JSON contents for comparison purposes
}
}
static void assert_msg_equals(const common_chat_msg & expected,
const common_chat_msg & actual,
bool ignore_whitespace_differences = false) {
assert_equals(expected.role, actual.role);
if (ignore_whitespace_differences) {
assert_equals(string_strip(expected.content), string_strip(actual.content));
} else {
assert_equals(expected.content, actual.content);
}
assert_equals(expected.content_parts.size(), actual.content_parts.size());
for (size_t i = 0; i < expected.content_parts.size(); i++) {
const auto & expected_part = expected.content_parts[i];
const auto & actual_part = actual.content_parts[i];
assert_equals(expected_part.type, actual_part.type);
if (ignore_whitespace_differences) {
assert_equals(string_strip(expected_part.text), string_strip(actual_part.text));
} else {
assert_equals(expected_part.text, actual_part.text);
}
}
if (ignore_whitespace_differences) {
assert_equals(string_strip(expected.reasoning_content), string_strip(actual.reasoning_content));
} else {
assert_equals(expected.reasoning_content, actual.reasoning_content);
}
assert_equals(expected.tool_calls.size(), actual.tool_calls.size());
for (size_t i = 0; i < expected.tool_calls.size(); i++) {
const auto & expected_tool_call = expected.tool_calls[i];
const auto & actual_tool_call = actual.tool_calls[i];
assert_equals(expected_tool_call.name, actual_tool_call.name);
assert_equals(renormalize_json(expected_tool_call.arguments), renormalize_json(actual_tool_call.arguments));
assert_equals(expected_tool_call.id, actual_tool_call.id);
}
}
static common_chat_tool special_function_tool{
/* .name = */ "special_function",
/* .description = */ "I'm special",
/* .parameters = */ R"({
"type": "object",
"properties": {
"arg1": {
"type": "integer",
"description": "The arg."
}
},
"required": ["arg1"]
})",
};
static common_chat_tool special_function_tool_with_optional_param{
/* .name = */ "special_function_with_opt",
/* .description = */ "I'm special but have optional stuff",
/* .parameters = */ R"({
"type": "object",
"properties": {
"arg1": {
"type": "integer",
"description": "The arg."
},
"arg2": {
"type": "integer",
"description": "The optional arg."
}
},
"required": ["arg1"]
})",
};
static common_chat_tool empty_args_tool{
/* .name = */ "empty_args",
/* .description = */ "A tool that takes no arguments",
/* .parameters = */ R"({
"type": "object",
"properties": {}
})",
};
static common_chat_tool empty_args_tool_no_properties{
/* .name = */ "empty_args_no_props",
/* .description = */ "A tool that takes no arguments and has no properties",
/* .parameters = */ R"({
"type": "object"
})",
};
static common_chat_tool python_tool{
/* .name = */ "python",
/* .description = */ "an ipython interpreter",
/* .parameters = */ R"({
"type": "object",
"properties": {
"code": {
"type": "string",
"description": "Python code to execute."
}
},
"required": ["code"]
})",
};
static common_chat_tool html_tool{
/* .name = */ "html",
/* .description = */ "an html validator",
/* .parameters = */ R"({
"type": "object",
"properties": {
"markup": {
"type": "string",
"description": "HTML markup to validate."
}
},
"required": ["markup"]
})",
};
static common_chat_tool get_time_tool{
/* .name = */ "get_time",
/* .description = */ "Get the current time in a city",
/* .parameters = */ R"({
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "City name"
}
},
"required": ["city"]
})",
};
static common_chat_tool get_weather_tool{
/* .name = */ "get_weather",
/* .description = */ "Get the current weather in a city",
/* .parameters = */ R"({
"type": "object",
"properties": {
"city": {
"type": "string",
"description": "City name"
}
},
"required": ["city"]
})",
};
static common_chat_tool todo_list{
/* .name = */ "todo_list",
/* .description = */ "Create or update the todo list",
/* .parameters = */ R"({
"type": "object",
"properties": {
"todos": {
"type": "array",
"description": "List of TODO list items"
}
},
"required": ["todos"]
})",
};
static common_chat_tool edit_tool{
/* .name = */ "edit",
/* .description = */ "Edit file",
/* .parameters = */ R"({
"type": "object",
"properties": {
"filename": {
"type": "string",
"description": "Path of file to edit"
},
"oldString": {
"type": "string",
"description": "String to replace"
},
"newString": {
"type": "string",
"description": "New (replacement) value"
}
},
"required": ["filename", "oldString", "newString"]
})",
};
static common_chat_tool manage_todo_list_tool{
/* .name = */ "manage_todo_list",
/* .description = */ "Create or update the todo list",
/* .parameters = */ R"({
"type": "object",
"properties": {
"todos": {
"type": "array",
"description": "List of TODO list items"
}
},
"required": ["todos"]
})",
};
static common_chat_tool run_in_terminal_tool{
/* .name = */ "run_in_terminal",
/* .description = */ "Run a shell command.",
/* .parameters = */ R"({
"type": "object",
"properties": {
"command": {
"type": "string",
"description": "Shell command to run"
}
},
"required": ["command"]
})",
};
static common_chat_tool magic_tool{
/* .name = */ "magic",
/* .description = */ "Magic tool that takes a hash",
/* .parameters = */ R"({
"type": "object",
"properties": {
"name": {
"type": "string"
},
"ref": {
"type": "string"
}
},
"required": ["name", "ref"]
})",
};
static common_chat_tool magic_int_tool{
/* .name = */ "magic_int",
/* .description = */ "Magic tool that takes a hash",
/* .parameters = */ R"({
"type": "object",
"properties": {
"ref": {
"type": "integer"
},
"name": {
"type": "string"
}
},
"required": ["ref"]
})",
};
static common_chat_tool amount_tool{
/* .name = */ "amount",
/* .description = */ "Amount converter",
/* .parameters = */ R"({
"type": "object",
"properties": {
"orig": {
"type": "number"
}
},
"required": ["orig"]
})",
};
static common_chat_tool toggle_tool{
/* .name = */ "toggle",
/* .description = */ "Toggle a feature",
/* .parameters = */ R"({
"type": "object",
"properties": {
"enabled": {
"type": "boolean",
"description": "Whether to enable the feature"
}
},
"required": ["enabled"]
})",
};
static common_chat_tool nullable_tool{
/* .name = */ "set_nullable",
/* .description = */ "Set a nullable value",
/* .parameters = */ R"({
"type": "object",
"properties": {
"value": {
"type": "null",
"description": "A null value"
}
},
"required": ["value"]
})",
};
static common_chat_tool config_tool{
/* .name = */ "set_config",
/* .description = */ "Set configuration",
/* .parameters = */ R"({
"type": "object",
"properties": {
"config": {
"type": "object",
"description": "Configuration dict"
}
},
"required": ["config"]
})",
};
static common_chat_tool calendar_create_event_tool{
/* .name = */ "Calendar.create_event",
/* .description = */ "Create a calendar event",
/* .parameters = */ R"({
"type": "object",
"properties": {
"title": { "type": "string" },
"participants": { "type": "array", "items": { "type": "string" } },
"metadata": { "type": "object" }
},
"required": ["title", "participants", "metadata"]
})",
};
static common_chat_tool imaginary_number_tool{
/* .name = */ "imaginary_number",
/* .description = */ "Imaginary number converter",
/* .parameters = */ R"({
"type": "object",
"properties": {
"number": {
"type": "object",
"properties": {
"real": {
"type": "number"
},
"imaginary": {
"type": "number"
}
},
"required": ["real", "imaginary"]
}
},
"required": ["number"]
})",
};
static common_chat_tool nested_args_tool{
/* .name = */ "nested_args",
/* .description = */ "Tool with nested array arguments",
/* .parameters = */ R"({
"type": "object",
"properties": {
"tags": {
"type": "array",
"items": { "type": "string" }
},
"entries": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": { "type": "integer" },
"label": { "type": "string" }
},
"required": ["id", "label"]
}
}
},
"required": ["tags", "entries"]
})",
};
static common_chat_tool union_args_tool{
/* .name = */ "union_args",
/* .description = */ "Tool with union arguments",
/* .parameters = */ R"({
"type": "object",
"properties": {
"filter": {
"anyOf": [
{ "type": "array", "items": { "type": "string" } },
{
"type": "object",
"properties": {
"field": { "type": "string" },
"op": { "type": "string" }
},
"required": ["field", "op"]
}
]
},
"label": {
"oneOf": [
{ "type": "string" },
{ "type": "object", "properties": { "text": { "type": "string" } } }
]
},
"limit": {
"oneOf": [
{ "type": "integer" },
{
"type": "object",
"properties": { "max": { "type": "integer" } },
"required": ["max"]
}
]
}
}
})",
};
static common_chat_tool nullable_string_tool{
/* .name = */ "set_nullable_str",
/* .description = */ "Set a nullable string value",
/* .parameters = */ R"({
"type": "object",
"properties": {
"name": {
"type": ["string", "null"],
"description": "A nullable string"
}
},
"required": ["name"]
})",
};
static common_chat_tool nullable_string_null_first_tool{
/* .name = */ "set_nullable_str_nf",
/* .description = */ "Set a nullable string value with null first in type array",
/* .parameters = */ R"({
"type": "object",
"properties": {
"name": {
"type": ["null", "string"],
"description": "A nullable string with null first"
}
},
"required": ["name"]
})",
};
static common_chat_tool nullable_int_tool{
/* .name = */ "set_nullable_int",
/* .description = */ "Set a nullable integer value",
/* .parameters = */ R"({
"type": "object",
"properties": {
"count": {
"type": ["integer", "null"],
"description": "A nullable integer"
}
},
"required": ["count"]
})",
};
static common_chat_tool enum_no_type_tool{
/* .name = */ "set_unit",
/* .description = */ "Set a temperature unit",
/* .parameters = */ R"({
"type": "object",
"properties": {
"unit": {
"enum": ["celsius", "fahrenheit"],
"description": "Temperature unit"
}
},
"required": ["unit"]
})",
};
static common_chat_tool string_param_tool{
/* .name = */ "string_param",
/* .description = */ "Tool with string parameter for testing",
/* .parameters = */ R"({
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "A text parameter"
}
},
"required": []
})",
};
static common_chat_tool quoted_unquoted_tool{
/* .name = */ "quoted_unquoted",
/* .description = */ "Tool with two string parameters, one for quoted string, one for unquoted",
/* .parameters = */ R"({
"type": "object",
"properties": {
"quoted": {
"type": "string",
"description": "Quoted value"
},
"unquoted": {
"type": "string",
"description": "Unquoted value"
}
},
"required": ["quoted", "unquoted"]
})",
};
static common_chat_tool tool_2req_4opt{
/* .name = */ "tool_2req_4opt",
/* .description = */ "Tool with 2 required and 4 optional params",
/* .parameters = */ R"({
"type": "object",
"properties": {
"req1": { "type": "string", "description": "Required string" },
"req2": { "type": "integer", "description": "Required int" },
"opt1": { "type": "string", "description": "Optional string 1" },
"opt2": { "type": "integer", "description": "Optional int 1" },
"opt3": { "type": "string", "description": "Optional string 2" },
"opt4": { "type": "integer", "description": "Optional int 2" }
},
"required": ["req1", "req2"]
})",
};
static common_chat_tool tool_2req_5opt{
/* .name = */ "tool_2req_5opt",
/* .description = */ "Tool with 2 required and 5 optional params",
/* .parameters = */ R"({
"type": "object",
"properties": {
"req1": { "type": "string", "description": "Required string" },
"req2": { "type": "integer", "description": "Required int" },
"opt1": { "type": "string", "description": "Optional string 1" },
"opt2": { "type": "integer", "description": "Optional int 1" },
"opt3": { "type": "string", "description": "Optional string 2" },
"opt4": { "type": "integer", "description": "Optional int 2" },
"opt5": { "type": "string", "description": "Optional string 3" }
},
"required": ["req1", "req2"]
})",
};
static std::vector<common_chat_tool> tools{ special_function_tool, special_function_tool_with_optional_param,
python_tool, html_tool, todo_list };
const common_chat_msg message_user{
"user",
"Hey there!",
/* .content_parts = */ {},
/* .tool_calls = */ {},
/* .reasoning_content = */ "",
/* .tool_name = */ "",
/* .tool_call_id = */ "",
};
const common_chat_msg message_user_parts{
"user",
/* .content = */ "",
/* .content_parts = */
{
{ "text", "Hey" },
{ "text", "there" },
},
/* .tool_calls = */
{ },
/* .reasoning_content = */
"",
/* .tool_name = */ "",
/* .tool_call_id = */ "",
};
static common_chat_msg simple_assist_msg(const std::string & content,
const std::string & reasoning_content = "",
const std::string & tool_name = "",
const std::string & arguments = "",
const std::string & id = "") {
common_chat_msg msg;
msg.role = "assistant";
msg.content = content;
msg.reasoning_content = reasoning_content;
if (!tool_name.empty() || !id.empty()) {
msg.tool_calls.push_back({ tool_name, arguments, id });
}
return msg;
}
static common_chat_msg message_with_tool_calls(const std::string & tool_name, const std::string & arguments) {
return simple_assist_msg("", "", tool_name, arguments);
}
static common_chat_msg message_with_tool_calls_and_reasoning(const std::string & tool_name,
const std::string & arguments,
const std::string & reasoning) {
return simple_assist_msg("", reasoning, tool_name, arguments);
}
static common_chat_msg message_with_reasoning_content_and_multiple_tool_calls(
const std::string & reasoning,
const std::string & content,
const std::vector<std::pair<std::string, std::string>> & tool_calls) {
common_chat_msg msg;
msg.role = "assistant";
msg.content = content;
msg.reasoning_content = reasoning;
for (const auto & [name, args] : tool_calls) {
msg.tool_calls.push_back({ name, args, "" });
}
return msg;
}
static common_chat_msg message_with_content_and_tool_call(const std::string & content,
const std::string & tool_name,
const std::string & arguments) {
return simple_assist_msg(content, "", tool_name, arguments);
}