2026-01-28 19:34:39 +01:00
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// retoor <retoor@molodetz.nl>
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#include "agent.h"
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#include "http_client.h"
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#include "r_config.h"
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#include "tool.h"
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#include <json-c/json.h>
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#include <stdio.h>
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#include <stdlib.h>
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#include <string.h>
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#include <time.h>
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struct agent_t {
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char *goal;
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int iteration_count;
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int max_iterations;
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int tool_retry_count;
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int max_tool_retries;
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agent_state_t state;
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time_t start_time;
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char *last_error;
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bool verbose;
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messages_handle messages;
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bool owns_messages;
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http_client_handle http;
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tool_registry_t *tools;
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};
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static const char *incomplete_phrases[] = {
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"I'll ", "I will ", "Let me ", "I'm going to ",
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"Next, I", "Now I'll", "Now I will", "I'll now",
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"I need to", "I should", "I can ", "Going to ",
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"Will now", "Proceeding", "Starting to", "About to ",
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"First, I", "Then I", "After that", "Following that",
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2026-01-28 20:06:18 +01:00
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"Now let me", "Let's check", "Let me check",
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2026-01-28 19:34:39 +01:00
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NULL
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};
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static const char *incomplete_endings[] = {
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"...", ":", "files:", "content:", "implementation:",
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NULL
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};
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extern tool_registry_t *tools_get_registry(void);
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agent_handle agent_create(const char *goal, messages_handle messages) {
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struct agent_t *agent = calloc(1, sizeof(struct agent_t));
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if (!agent) return NULL;
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if (goal) {
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agent->goal = strdup(goal);
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if (!agent->goal) {
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free(agent);
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return NULL;
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}
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}
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r_config_handle cfg = r_config_get_instance();
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agent->iteration_count = 0;
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agent->max_iterations = AGENT_MAX_ITERATIONS;
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agent->tool_retry_count = 0;
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agent->max_tool_retries = AGENT_MAX_TOOL_RETRIES;
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agent->state = AGENT_STATE_IDLE;
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agent->start_time = time(NULL);
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agent->verbose = r_config_is_verbose(cfg);
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if (messages) {
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agent->messages = messages;
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agent->owns_messages = false;
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} else {
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agent->messages = messages_create(r_config_get_session_id(cfg));
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agent->owns_messages = true;
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}
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if (!agent->messages) {
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free(agent->goal);
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free(agent);
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return NULL;
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}
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agent->http = http_client_create(r_config_get_api_key(cfg));
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if (!agent->http) {
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if (agent->owns_messages) {
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messages_destroy(agent->messages);
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}
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free(agent->goal);
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free(agent);
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return NULL;
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}
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agent->tools = tools_get_registry();
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return agent;
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}
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void agent_destroy(agent_handle agent) {
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if (!agent) return;
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if (agent->http) http_client_destroy(agent->http);
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if (agent->messages && agent->owns_messages) messages_destroy(agent->messages);
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free(agent->goal);
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free(agent->last_error);
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free(agent);
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}
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void agent_set_max_iterations(agent_handle agent, int max) {
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if (agent) agent->max_iterations = max;
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}
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void agent_set_verbose(agent_handle agent, bool verbose) {
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if (agent) agent->verbose = verbose;
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}
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agent_state_t agent_get_state(agent_handle agent) {
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return agent ? agent->state : AGENT_STATE_ERROR;
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}
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const char *agent_get_error(agent_handle agent) {
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return agent ? agent->last_error : NULL;
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}
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int agent_get_iteration_count(agent_handle agent) {
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return agent ? agent->iteration_count : 0;
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}
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static void agent_set_error(agent_handle agent, const char *error) {
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if (!agent) return;
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free(agent->last_error);
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agent->last_error = error ? strdup(error) : NULL;
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}
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static char *agent_build_request(agent_handle agent, const char *role, const char *message) {
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r_config_handle cfg = r_config_get_instance();
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struct json_object *root = json_object_new_object();
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if (!root) return NULL;
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json_object_object_add(root, "model",
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json_object_new_string(r_config_get_model(cfg)));
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if (role && message) {
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messages_add(agent->messages, role, message);
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if (r_config_use_tools(cfg) && agent->tools) {
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json_object_object_add(root, "tools",
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tool_registry_get_descriptions(agent->tools));
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}
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}
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json_object_object_add(root, "messages",
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json_object_get(messages_to_json(agent->messages)));
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json_object_object_add(root, "temperature",
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json_object_new_double(r_config_get_temperature(cfg)));
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char *result = strdup(json_object_to_json_string_ext(root, JSON_C_TO_STRING_PRETTY));
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json_object_put(root);
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return result;
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}
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static struct json_object *agent_process_response(agent_handle agent, const char *json_data) {
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r_config_handle cfg = r_config_get_instance();
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char *response = NULL;
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r_status_t status = http_post(agent->http, r_config_get_api_url(cfg), json_data, &response);
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if (status != R_SUCCESS || !response) {
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return NULL;
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}
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struct json_object *parsed = json_tokener_parse(response);
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free(response);
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if (!parsed) return NULL;
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struct json_object *error_obj;
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if (json_object_object_get_ex(parsed, "error", &error_obj)) {
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const char *err_str = json_object_to_json_string(error_obj);
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fprintf(stderr, "API Error: %s\n", err_str);
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json_object_put(parsed);
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return NULL;
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}
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struct json_object *choices;
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if (!json_object_object_get_ex(parsed, "choices", &choices)) {
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json_object_put(parsed);
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return NULL;
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}
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struct json_object *first_choice = json_object_array_get_idx(choices, 0);
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if (!first_choice) {
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json_object_put(parsed);
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return NULL;
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}
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return first_choice;
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}
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static bool agent_has_tool_calls(struct json_object *choice) {
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struct json_object *message_obj;
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if (!json_object_object_get_ex(choice, "message", &message_obj)) return false;
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struct json_object *tool_calls;
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if (!json_object_object_get_ex(message_obj, "tool_calls", &tool_calls)) return false;
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return json_object_array_length(tool_calls) > 0;
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}
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static struct json_object *agent_get_tool_calls(struct json_object *choice) {
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struct json_object *message_obj;
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if (!json_object_object_get_ex(choice, "message", &message_obj)) return NULL;
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struct json_object *tool_calls;
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if (!json_object_object_get_ex(message_obj, "tool_calls", &tool_calls)) return NULL;
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return tool_calls;
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}
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static struct json_object *agent_get_message(struct json_object *choice) {
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struct json_object *message_obj;
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if (json_object_object_get_ex(choice, "message", &message_obj)) {
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return message_obj;
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}
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return NULL;
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}
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static char *agent_get_content(struct json_object *choice) {
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struct json_object *message_obj;
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if (!json_object_object_get_ex(choice, "message", &message_obj)) return NULL;
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struct json_object *content_obj;
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if (!json_object_object_get_ex(message_obj, "content", &content_obj)) return NULL;
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const char *content = json_object_get_string(content_obj);
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return content ? strdup(content) : NULL;
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}
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static bool agent_response_indicates_incomplete(const char *content) {
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if (!content) return false;
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for (int i = 0; incomplete_phrases[i]; i++) {
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if (strstr(content, incomplete_phrases[i])) return true;
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}
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size_t len = strlen(content);
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if (len > 3) {
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for (int i = 0; incomplete_endings[i]; i++) {
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size_t end_len = strlen(incomplete_endings[i]);
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if (len >= end_len && strcmp(content + len - end_len, incomplete_endings[i]) == 0) {
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return true;
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}
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}
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}
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return false;
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}
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char *agent_run(agent_handle agent, const char *user_message) {
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if (!agent) return NULL;
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agent->state = AGENT_STATE_RUNNING;
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agent->iteration_count = 0;
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agent->tool_retry_count = 0;
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if (!user_message || !*user_message) {
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agent->state = AGENT_STATE_ERROR;
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agent_set_error(agent, "Empty user message");
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return NULL;
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}
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messages_load(agent->messages);
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char *json_data = agent_build_request(agent, "user", user_message);
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if (!json_data) {
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agent->state = AGENT_STATE_ERROR;
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agent_set_error(agent, "Failed to create chat JSON");
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return NULL;
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}
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2026-01-28 20:06:18 +01:00
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char *accumulated_response = NULL;
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size_t accumulated_len = 0;
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2026-01-28 19:34:39 +01:00
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2026-01-28 20:06:18 +01:00
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while (agent->state == AGENT_STATE_RUNNING || agent->state == AGENT_STATE_EXECUTING_TOOLS) {
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2026-01-28 19:34:39 +01:00
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agent->iteration_count++;
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if (agent->iteration_count > agent->max_iterations) {
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agent->state = AGENT_STATE_MAX_ITERATIONS;
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agent_set_error(agent, "Maximum iterations reached");
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if (agent->verbose) {
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fprintf(stderr, "[Agent] Max iterations (%d) reached\n", agent->max_iterations);
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}
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free(json_data);
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break;
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}
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if (agent->verbose) {
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fprintf(stderr, "[Agent] Iteration %d/%d\n",
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agent->iteration_count, agent->max_iterations);
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}
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struct json_object *choice = agent_process_response(agent, json_data);
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free(json_data);
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json_data = NULL;
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if (!choice) {
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agent->tool_retry_count++;
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if (agent->tool_retry_count >= agent->max_tool_retries) {
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agent->state = AGENT_STATE_ERROR;
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agent_set_error(agent, "API request failed after retries");
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break;
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}
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if (agent->verbose) {
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fprintf(stderr, "[Agent] API error, retry %d/%d\n",
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agent->tool_retry_count, agent->max_tool_retries);
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}
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json_data = agent_build_request(agent, NULL, NULL);
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agent->state = AGENT_STATE_RUNNING;
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continue;
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}
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agent->tool_retry_count = 0;
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struct json_object *message_obj = agent_get_message(choice);
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if (message_obj) {
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messages_add_object(agent->messages, json_object_get(message_obj));
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}
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2026-01-28 20:06:18 +01:00
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char *content = agent_get_content(choice);
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|
|
|
|
if (content && *content) {
|
|
|
|
|
// Print content immediately to the user
|
|
|
|
|
extern void parse_markdown_to_ansi(const char *content);
|
|
|
|
|
parse_markdown_to_ansi(content);
|
|
|
|
|
printf("\n");
|
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|
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|
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|
size_t content_len = strlen(content);
|
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|
|
char *new_acc = realloc(accumulated_response, accumulated_len + content_len + 2);
|
|
|
|
|
if (new_acc) {
|
|
|
|
|
accumulated_response = new_acc;
|
|
|
|
|
if (accumulated_len > 0) {
|
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|
|
|
strcat(accumulated_response, "\n");
|
|
|
|
|
accumulated_len += 1;
|
|
|
|
|
}
|
|
|
|
|
strcpy(accumulated_response + accumulated_len, content);
|
|
|
|
|
accumulated_len += content_len;
|
|
|
|
|
}
|
|
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|
}
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|
2026-01-28 19:34:39 +01:00
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|
bool has_tools = agent_has_tool_calls(choice);
|
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|
|
|
|
|
|
|
if (agent->verbose) {
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|
fprintf(stderr, "[Agent] has_tool_calls=%s\n", has_tools ? "true" : "false");
|
|
|
|
|
}
|
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|
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|
|
|
|
if (has_tools) {
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|
|
|
|
agent->state = AGENT_STATE_EXECUTING_TOOLS;
|
|
|
|
|
|
|
|
|
|
struct json_object *tool_calls = agent_get_tool_calls(choice);
|
|
|
|
|
|
|
|
|
|
if (agent->verbose) {
|
|
|
|
|
int num_tools = json_object_array_length(tool_calls);
|
|
|
|
|
fprintf(stderr, "[Agent] Executing %d tool(s)\n", num_tools);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
struct json_object *results = tool_registry_execute(agent->tools, tool_calls, agent->verbose);
|
|
|
|
|
|
|
|
|
|
int count = json_object_array_length(results);
|
|
|
|
|
for (int i = 0; i < count; i++) {
|
|
|
|
|
struct json_object *result = json_object_array_get_idx(results, i);
|
|
|
|
|
messages_add_tool_call(agent->messages, json_object_get(result));
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
agent->state = AGENT_STATE_RUNNING;
|
|
|
|
|
json_data = agent_build_request(agent, NULL, NULL);
|
|
|
|
|
if (!json_data) {
|
|
|
|
|
agent->state = AGENT_STATE_ERROR;
|
|
|
|
|
agent_set_error(agent, "Failed to create follow-up JSON");
|
2026-01-28 20:06:18 +01:00
|
|
|
free(content);
|
2026-01-28 19:34:39 +01:00
|
|
|
break;
|
|
|
|
|
}
|
|
|
|
|
|
2026-01-28 20:06:18 +01:00
|
|
|
} else if (content && agent_response_indicates_incomplete(content)) {
|
|
|
|
|
if (agent->verbose) {
|
|
|
|
|
fprintf(stderr, "[Agent] Response indicates incomplete work, auto-continuing\n");
|
|
|
|
|
}
|
2026-01-28 19:34:39 +01:00
|
|
|
|
2026-01-28 20:06:18 +01:00
|
|
|
json_data = agent_build_request(agent, "user",
|
|
|
|
|
"Continue. Execute the necessary actions to complete the task.");
|
|
|
|
|
agent->state = AGENT_STATE_RUNNING;
|
|
|
|
|
if (!json_data) {
|
|
|
|
|
agent->state = AGENT_STATE_ERROR;
|
|
|
|
|
agent_set_error(agent, "Failed to create continue JSON");
|
2026-01-28 19:34:39 +01:00
|
|
|
free(content);
|
2026-01-28 20:06:18 +01:00
|
|
|
break;
|
|
|
|
|
}
|
|
|
|
|
} else {
|
|
|
|
|
agent->state = AGENT_STATE_COMPLETED;
|
|
|
|
|
if (agent->verbose) {
|
|
|
|
|
fprintf(stderr, "[Agent] Completed in %d iteration(s)\n",
|
|
|
|
|
agent->iteration_count);
|
2026-01-28 19:34:39 +01:00
|
|
|
}
|
|
|
|
|
}
|
2026-01-28 20:06:18 +01:00
|
|
|
free(content);
|
2026-01-28 19:34:39 +01:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
free(json_data);
|
2026-01-28 20:06:18 +01:00
|
|
|
return accumulated_response;
|
2026-01-28 19:34:39 +01:00
|
|
|
}
|
|
|
|
|
|
|
|
|
|
char *agent_chat(const char *user_message, messages_handle messages) {
|
|
|
|
|
agent_handle agent = agent_create(user_message, messages);
|
|
|
|
|
if (!agent) return NULL;
|
|
|
|
|
|
|
|
|
|
char *response = agent_run(agent, user_message);
|
|
|
|
|
|
|
|
|
|
if (agent->verbose && agent->state != AGENT_STATE_COMPLETED && agent->last_error) {
|
|
|
|
|
fprintf(stderr, "[Agent] Error: %s\n", agent->last_error);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
agent_destroy(agent);
|
|
|
|
|
return response;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
char *agent_chat_with_limit(const char *user_message, int max_iterations, messages_handle messages) {
|
|
|
|
|
agent_handle agent = agent_create(user_message, messages);
|
|
|
|
|
if (!agent) return NULL;
|
|
|
|
|
|
|
|
|
|
agent_set_max_iterations(agent, max_iterations);
|
|
|
|
|
char *response = agent_run(agent, user_message);
|
|
|
|
|
|
|
|
|
|
if (agent->verbose && agent->state != AGENT_STATE_COMPLETED && agent->last_error) {
|
|
|
|
|
fprintf(stderr, "[Agent] Error: %s\n", agent->last_error);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
agent_destroy(agent);
|
|
|
|
|
return response;
|
|
|
|
|
}
|