Update.

Makefile

@@ -1,11 +1,12 @@
 all: build run
 
 build:	
-	gcc main.c -lcurl -lssl -lcrypto -ljson-c -Ofast -o r -Werror -Wall -lpython3.14 -I/usr/include/python3.14 -lreadline -lncurses
+	# -lpython3.14 -I/usr/include/python3.14
+	gcc main.c -lcurl -lssl -lcrypto -ljson-c -Ofast -o r -Werror -Wall -lreadline -lncurses
 	publish r
 
 build_free:
-	gcc main.c -lcurl -DFREE_VERSION -lssl -lcrypto -ljson-c -Ofast -o rf -Werror -Wall -lpython3.14 -I/usr/include/python3.14 -lreadline -lncurses
+	gcc main.c -lcurl -DFREE_VERSION -lssl -lcrypto -ljson-c -Ofast -o rf -Werror -Wall -lreadline -lncurses
 	publish rf
 
 run:

chat.h

@@ -31,6 +31,7 @@
 #ifndef R_PROMPT_H
 #define R_PROMPT_H
 
+#include "tools.h"
 #include <json-c/json.h>
 #include "messages.h"
 #include "http.h"
@@ -56,10 +57,17 @@ void chat_free() {
 
 char *chat_json(char *role, char *message) {
     chat_free();
-    message_add(role, message);
-
     struct json_object *root_object = json_object_new_object();
     json_object_object_add(root_object, "model", json_object_new_string(prompt_model));
+    
+    if (role != NULL && message != NULL) {
+        message_add(role, message);
+
+        json_object_object_add(root_object, "tools", tools_descriptions());
+    }
+
+
+
     json_object_object_add(root_object, "messages", message_list());
     json_object_object_add(root_object, "max_tokens", json_object_new_int(prompt_max_tokens));
     json_object_object_add(root_object, "temperature", json_object_new_double(prompt_temperature));
@@ -67,4 +75,4 @@ char *chat_json(char *role, char *message) {
     return (char *)json_object_to_json_string_ext(root_object, JSON_C_TO_STRING_PRETTY);
 }
 
-#endif
+#endif

http.h

@@ -127,6 +127,39 @@ size_t hex_to_int(const char *hex) {
     return result;
 }
 
+bool http_has_header(char * http_headers, char * http_header_name){
+    char search_for[strlen(http_header_name)+10];
+    search_for[0] = '\0';
+    strcpy(search_for,http_header_name);
+    strcat(search_for,": ");
+    return strstr(http_headers, search_for) != NULL;
+}
+
+char * http_header_get_str(char * http_headers, char * http_header_name){
+    char search_for[strlen(http_header_name)+10];
+    search_for[0] = '\0';
+    strcpy(search_for,http_header_name);
+    strcat(search_for,": ");
+    char * header = strstr(http_headers, search_for);
+    if(header == NULL){
+        return NULL;
+    }
+    header += strlen(search_for);
+    char * end = strstr(header, "\r\n");
+    *end = '\0';
+    char * result = (char *)malloc(end - header + 1);
+    strcpy(result, header);
+    return result;
+}
+long http_header_get_long(char * http_headers, char * http_header_name){
+    char * str_value = http_header_get_str(http_headers, http_header_name);
+    if(str_value == NULL)
+        return 0;
+    long long_value = atol(str_value);
+    free(str_value);
+    return long_value;
+}
+
 char *https_post(char *url, char *data) {
     url_t parsed_url;
     parse_url(url, &parsed_url);
@@ -142,13 +175,13 @@ char *https_post(char *url, char *data) {
     SSL_set_fd(ssl, sock);
 
     int buffer_size = 1024 * 1024;
-    char *buffer = malloc(buffer_size);
+    char *buffer = (char *)malloc(buffer_size);
     size_t chunk_size_total = 0;
     if (SSL_connect(ssl) <= 0) {
         ERR_print_errors_fp(stderr);
     } else {
         size_t len = strlen(data);
-        char *request = malloc(len + 1024 * 1024);
+        char *request = (char *)malloc(len + 1024 * 1024);
         sprintf(request,
                 "POST %s HTTP/1.1\r\n"
                 "Content-Length: %ld\r\n"
@@ -164,6 +197,24 @@ char *https_post(char *url, char *data) {
         char *headers = read_until_ssl(ssl, "\r\n\r\n");
         (void)headers;
 
+        long content_length = http_header_get_long(headers, "Content-Length");
+        if (content_length){
+            if( content_length > buffer_size) {
+                buffer_size = content_length;
+                buffer = (char *)realloc(buffer, buffer_size);
+            }
+            size_t bytes_read = 0;
+            while(bytes_read < content_length) {
+                int bytes_read_chunk = SSL_read(ssl, buffer + bytes_read, buffer_size - bytes_read);
+                if(bytes_read_chunk <= 0){
+                    free(buffer);
+                    return NULL;
+                }
+                bytes_read += bytes_read_chunk;
+            }
+            return buffer;
+        }
+
         size_t actual_buffer_size = buffer_size;
         while (true) {
             char *header = read_until_ssl(ssl, "\r\n");
@@ -173,7 +224,7 @@ char *https_post(char *url, char *data) {
             size_t remaining = chunk_size;
             while (remaining > 0) {
                 size_t to_read = (remaining < buffer_size) ? remaining : buffer_size;
-                buffer = realloc(buffer, actual_buffer_size + to_read + 1);
+                buffer = (char *)realloc(buffer, actual_buffer_size + to_read + 1);
                 actual_buffer_size += to_read;
                 size_t bytes_read = SSL_read(ssl, buffer + chunk_size_total, to_read);
                 chunk_size_total += bytes_read;
@@ -371,4 +422,4 @@ char *http_get(char *url) {
     return buffer;
 }
 
-#endif
+#endif

http_curl.h

@@ -78,4 +78,40 @@ char *curl_post(const char *url, const char *data) {
     }
     return NULL;
 }
-#endif
+
+
+char *curl_get(const char *url) {
+    CURL *curl;
+    CURLcode res;
+    struct ResponseBuffer response = {malloc(1), 0};
+
+    if (!response.data) return NULL;
+
+    curl = curl_easy_init();
+    if (curl) {
+        struct curl_slist *headers = NULL;
+        curl_easy_setopt(curl, CURLOPT_URL, url);
+        headers = curl_slist_append(headers, "Content-Type: application/json");
+
+        char *bearer_header = malloc(1337);
+        sprintf(bearer_header, "Authorization: Bearer %s", resolve_api_key());
+        headers = curl_slist_append(headers, bearer_header);
+        free(bearer_header);
+
+        curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers);
+        curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback);
+        curl_easy_setopt(curl, CURLOPT_WRITEDATA, (void *)&response);
+
+        res = curl_easy_perform(curl);
+        if (res != CURLE_OK) {
+            fprintf(stderr, "An error occurred: %s\n", curl_easy_strerror(res));
+        }
+
+        curl_slist_free_all(headers);
+        curl_easy_cleanup(curl);
+    }
+
+    return response.data;
+}
+
+#endif

main.c

@@ -30,7 +30,6 @@
 
 #include "openai.h"
 #include "markdown.h"
-#include "plugin.h"
 #include "line.h"
 #include <locale.h>
 #include <stdio.h>
@@ -38,6 +37,13 @@
 #include <string.h>
 #include <unistd.h>
 
+bool SYNTAX_HIGHLIGHT_ENABLED = true;
+bool API_MODE = false;
+void help();
+void render(char *);
+bool openai_include(char *path);
+char * strreplace(char * content, char * what, char * with);
+
 char * get_prompt_from_stdin(char * prompt) {
     int index = 0; 
     prompt[index] = '\0';
@@ -50,21 +56,49 @@ char * get_prompt_from_stdin(char * prompt) {
 }
 
 char *get_prompt_from_args(int c, char **argv) {
-    char *prompt = malloc(1024 * 1024 * 10 + 1);
+    char *prompt = (char *)malloc(1024 * 1024 * 10 + 1);
+    char *system = (char *)malloc(1024*1024);
+
+    system[0] = 0;
     prompt[0] = 0;
+    bool get_from_std_in = false; 
     for (int i = 1; i < c; i++) {
         if (!strcmp(argv[i],"--stdin")){
-            prompt = get_prompt_from_stdin(prompt);
-            break;
-        }else{
-            strcat(prompt, argv[i]);
+            fprintf(stderr, "%s\n", "Reading from stdin.");
+            get_from_std_in = true;
+        }else if(!strcmp(argv[i],"--context")){
+            if(i+1 <= c){
+                char * context_file_path = argv[i+1];
+                fprintf(stderr, "Including \"%s\".\n", context_file_path);
+                openai_include(context_file_path);
+                i++;
+            } 
+        }else if(!strcmp(argv[i],"--api")){
+            API_MODE = true;
+        }else if(!strcmp(argv[i], "--nh")){
+            SYNTAX_HIGHLIGHT_ENABLED = false;
+            fprintf(stderr, "%s\n", "Syntax highlighting disabled.");
+        }else if (!get_from_std_in){
+            strcat(system, argv[i]);
             if (i < c - 1) {
-                strcat(prompt, " ");
+                strcat(system, " ");
             } else {
-                strcat(prompt, ". ");
+                strcat(system, ".");
             }
         }
     }
+
+    if(get_from_std_in){
+        if(*system){
+            openai_system(system);
+        }
+        free(system);
+        prompt = get_prompt_from_stdin(prompt);
+    }else{
+        free(prompt);
+        prompt = system;
+    }
+
     if (!*prompt) {
         free(prompt);
         return NULL;
@@ -81,8 +115,7 @@ bool try_prompt(int argc, char *argv[]) {
             free(prompt);
             return false;
         }
-        parse_markdown_to_ansi(response);
-        printf("\n");
+        render(response);
         free(response);
         free(prompt);
         return true;
@@ -90,17 +123,132 @@ bool try_prompt(int argc, char *argv[]) {
     return false;
 }
 
-void help();
-void render(char *);
 void serve() {
     render("Starting server. *Put executables in a dir named cgi-bin and they will behave as web pages.*");
     int res = system("python3 -m http.server --cgi");
     (void)res;
 }
 
-void render(char *content) {
-    parse_markdown_to_ansi(content);
-    printf("\n\n");
+char ** get_parameters(char * content, char * delimiter){
+    char * start = NULL;
+    char ** parameters = NULL;  //(char **)malloc(sizeof(char *) * 2);
+    int count = 0;
+    while((start = strstr(content, delimiter)) != NULL){
+        start += 3;
+        char * end = strstr(start, delimiter);
+        char * parameter = (char *)malloc(end - start + 1);
+
+        memcpy(parameter, start, end - start);
+        parameter[end - start] = '\0';
+        
+    //    printf("%s\n", parameter);
+        content = end + 3;
+        count+=1;
+        parameters = (char **)realloc(parameters,  sizeof(char *) * (1+count*2));
+        parameters[count-1] = parameter;
+        parameters[count] = NULL;
+
+    }
+
+        return parameters;
+}
+
+void render(char *content){
+    
+    char ** parameters = get_parameters(content,"\"\"\"");
+    int parameter_index = 0;
+    bool print_result = true;
+    while(parameters){
+        char * parameter = parameters[parameter_index];
+        if(!parameter)
+            break;
+        print_result = false;
+        if(!strcmp(parameter, "!find_note")){
+            char * note_name = parameters[parameter_index + 1];
+            FILE * file = fopen("notes.txt", "r");
+            fseek(file, 0, SEEK_END);
+            long size = ftell(file);
+            fseek(file, 0, SEEK_SET);
+
+            char *buffer = (char *)malloc(size + 1);
+            size = fread(buffer, 1, size, file);
+            buffer[size] = '\0';
+            fclose(file);
+            char * prompt = (char *)malloc(size + 1000);
+            prompt[0] = 0;
+            sprintf(prompt,"This are records seperated by newline: ```%s```. Respond to use with record that is about ```%s```. Rspond in plain text, do not execute command.",buffer, note_name);
+            char* result = openai_chat("user",prompt);
+            printf("%s\n",result);
+            free(prompt);
+            free(result);
+            free(buffer);
+        }
+
+        if(!strcmp(parameter, "!write_note")){
+            char * file_name = "notes.txt";
+            char * file_content = parameters[parameter_index + 1];
+            FILE * file = fopen(file_name, "a+");
+            fprintf(file, "%s\n\n", file_content);
+            fclose(file);
+        }
+        if(!strcmp(parameter, "!write_file")){
+
+            char * file_name = parameters[parameter_index + 1];
+            
+            printf("Writing to file: %s\n",file_name);
+            char * file_content = parameters[parameter_index + 2];
+            FILE * file = fopen(file_name, "w");
+            fprintf(file, "%s", file_content);
+            fclose(file);
+
+        }
+        if(!strcmp(parameter, "!system")){
+     //       printf("%s\n",parameters[parameter_index+1]);
+            char * command = parameters[parameter_index + 1];
+            FILE * f = popen(command,"r");;
+            if(!f){
+                printf("Execution failed: %s\n",command);
+            }
+            char buffer[4096];
+            char * full_buffer = (char *)malloc(1);
+            int bytes_read = 0;            
+            while (fgets(buffer, sizeof(buffer), f) != NULL) {
+                full_buffer = realloc(full_buffer, bytes_read + strlen(buffer) + 1);
+                memcpy(full_buffer + bytes_read, buffer, strlen(buffer));
+                bytes_read += strlen(buffer);
+                printf("%s",buffer);
+                fflush(stdout);
+            }
+            pclose(f);
+            full_buffer[bytes_read] = '\0';
+            //printf("%s",full_buffer);
+            char * prompt = (char *)malloc(strlen(full_buffer) + 1000);
+            prompt[0] = 0;
+            printf(prompt,"Last execution result and thus current context is: ```%s```\n",full_buffer);
+            char * rmsg = openai_chat("system",full_buffer);
+            
+            //printf("%s\n",rmsg);
+            free(prompt);
+            free(rmsg);
+            free(full_buffer);
+        
+        }else if(parameter[0] == '!'){
+            printf("%s\n",parameter);
+        }
+        parameter_index+= 1;
+
+    }
+    if(!print_result){
+        return;
+    }
+
+    if(SYNTAX_HIGHLIGHT_ENABLED)
+    {
+        parse_markdown_to_ansi(content);
+        printf("\n\n");
+    }else{
+        printf("%s", content);
+    }
 }
 
 void repl() {
@@ -114,10 +262,7 @@ void repl() {
         if (!line || !*line)
             continue;
         previous_line = line;
-        if (line[0] == '!') {
-            plugin_run(line + 1);
-            continue;
-        }
+        
         if (!strncmp(line, "exit", 4)) {
             exit(0);
         }
@@ -126,8 +271,12 @@ void repl() {
             continue;
         }
         if (!strncmp(line, "serve", 5)) {
+            continue ;
             serve();
         }
+        if(!strncmp(line,"retoor",6)){
+            openai_include("retoor");
+        }
         if (!strncmp(line, "spar ", 5)) {
             char *response = line + 5;
             while (true) {
@@ -136,7 +285,8 @@ void repl() {
                 response = openai_chat("user", response);
             }
         }
-        if (!strncmp(line, "ls", 2) || !strncmp(line, "list", 4)) {
+        if (!strncmp(line, "/_", 2) || !strncmp(line, "____", 4)) {
+            continue;
             int offset = 2;
             if (!strncmp(line, "list", 4)) {
                 offset = 4;
@@ -154,6 +304,7 @@ void repl() {
             line_add_history(line);
             char *response = openai_chat("user", line);
             render(response);
+            printf("\n");
             free(response);
         }
     }
@@ -183,7 +334,49 @@ void help() {
     render(help_text);
 }
 
+char * strreplace(char * content, char * what, char * with){
+    char * pos = strstr(content, what);
+    if(!pos){
+        return strdup(content);
+    }
+    char * result = (char *)malloc(strlen(content) + strlen(with) + 5);
+    memset(result, 0, strlen(content) + strlen(with) + 3);
+    memcpy(result, content, pos - content);
+    memcpy(result + (pos - content), with, strlen(with));
+    memcpy(result + (pos - content) + strlen(with), pos + strlen(what), strlen(content) - (pos - content) - strlen(what) + 1);
+    return result;
+}
+
+char * linux_instructions = 
+    "You are a linux master and are able to transform the prompt of "
+    "user into shell commands that will be executed on a debian "
+    "based system. You can execute shell commands by responding with python code: "
+    "literally `\"\"\"!system\"\"\",\"\"\"`your shell command`\"\"\". Execute immediately. Read bash history file if you have to work with history.";
+char * retoor_instructions =  "If the user prompts with social talk, "
+    "respond like replica and emoji. Your name is retoor and made by molodetz. Be interested. Be creative.";
+
 bool openai_include(char *path) {
+    if(!strcmp(path,"retoor")){
+        render("**Loading retoor.**");
+        size_t new_size = strlen(linux_instructions) + strlen(retoor_instructions)+10;
+        char * all = (char *)malloc(new_size);
+        memset(all,0,new_size);
+        strcpy(all,linux_instructions);
+        strcat(all,retoor_instructions);
+        openai_chat("system",all);
+        free(all);
+        render("**Retoor is loaded. Retoor can do bash. Retoor can do all the bash.**");
+        render("Let's diagnose your computer and network together by asking things like: \n"
+        " 1. how many devices are there on my network? Check also MDNS devices. \n"
+        " 2  does my network does something suspicious? \n"
+        " 3. can you benchmark https://molodetz.nl?\n"
+        " 4. do i run strange processes?\n"
+        " 5. what is the performance of my pc?\n"
+        " 6. describe my hardware.\n"
+        " 7. please make a backup from my current directory.\n"
+        " 8. find ten largest folders on my pc using sudo.");
+        return true;
+    }
     FILE *file = fopen(path, "r");
     if (file == NULL) {
         return false;
@@ -200,8 +393,11 @@ bool openai_include(char *path) {
 
     fclose(file);
     buffer[read] = '\0';
-    openai_system(buffer);
-
+    char * replaced_linux = strreplace(buffer,"[linux]", linux_instructions);
+    char * replaced_retoor = strreplace(replaced_linux,"[retoor]", retoor_instructions);
+    openai_system(replaced_retoor);
+    free(replaced_retoor);
+    free(replaced_linux);
     free(buffer);
     return true;
 }
@@ -212,15 +408,15 @@ void init() {
     const char *locale = setlocale(LC_ALL, NULL);
     char payload[4096] = {0};
     sprintf(payload, "Your locale is %s. User lang is %s.", locale, locale);
-    printf("%s", "Loading... ⏳");
+    fprintf(stderr, "%s", "Loading... ⏳");
     openai_system(payload);
     if(!openai_include(".rcontext.txt")){
         openai_include("~/.rcontext.txt");
     }
     #ifndef FREE_VERSION
-    printf("%s", "\r✅ Commercial version. Type help for features.\n");
+    fprintf(stderr, "%s", "\r✅ Commercial version. Type help for features.\n");
     #else
-    printf("%s","\r✅ Free version (GPT-3.5 Turbo), for you by retoor.\n");
+    fprintf(stderr, "%s","\r✅ Free version (GPT-3.5 Turbo), for you by retoor.\n");
     #endif
 }
 

messages.h

@@ -12,6 +12,8 @@
 #ifndef R_MESSAGES_H
 #define R_MESSAGES_H
 
+#include <string.h>
+#include "tools.h"
 #include "json-c/json.h"
 
 struct json_object *message_array = NULL;
@@ -23,11 +25,38 @@ struct json_object *message_list() {
     return message_array;
 }
 
+struct json_object *message_add_tool_call(struct json_object *message) {
+    struct json_object *messages = message_list();
+    json_object_array_add(messages, message);
+    return message;
+}
+struct json_object *message_add_tool_result(char * tool_call_id, char * tool_result) {
+    struct json_object *messages = message_list();
+    struct json_object * message = json_object_new_object();
+
+    json_object_object_add(message, "tool_call_id", json_object_new_string(tool_call_id));
+    json_object_object_add(message, "tool_result", json_object_new_string(tool_result));
+
+    json_object_array_add(messages, message);
+    return message;    
+
+}
+
 struct json_object *message_add(const char *role, const char *content) {
     struct json_object *messages = message_list();
     struct json_object *message = json_object_new_object();
     json_object_object_add(message, "role", json_object_new_string(role));
+    
+
     json_object_object_add(message, "content", json_object_new_string(content));
+
+    if(!strcmp(role, "user")) {
+        json_object_object_add(message, "tools", tools_descriptions());
+    }
+
+
+
+
     json_object_array_add(messages, message);
     return message;
 }
@@ -43,4 +72,4 @@ void message_free() {
     }
 }
 
-#endif
+#endif

openai.h

@@ -31,10 +31,13 @@ bool openai_system(char* content) {
     return is_done;
 }
 
-char* openai_chat(char* role, char* content) {
-    char* url = "https://api.openai.com/v1/chat/completions";
-    char* data = chat_json(role, content);
+
+struct json_object * chat_message(char * url, char * data){
+    printf("QQQ %s\n",data);
+
     char* result = curl_post(url, data);
+    printf("<<%s>>",result);
+
     struct json_object* parsed_json = json_tokener_parse(result);
     if (!parsed_json) {
         fprintf(stderr, "Failed to parse JSON.\n");
@@ -56,20 +59,50 @@ char* openai_chat(char* role, char* content) {
         return NULL;
     }
 
-    struct json_object* message_object;
+     struct json_object* message_object;
     if (!json_object_object_get_ex(first_choice, "message", &message_object)) {
         fprintf(stderr, "Failed to get 'message' object.\n");
         json_object_put(parsed_json);
         return NULL;
     }
+    return message_object;
+}
 
+char* openai_chat(char* role, char* content) {
+    char* url = "https://api.openai.com/v1/chat/completions";
+    char* data = chat_json(role, content);
+
+ json_object * message_object = chat_message(url, data);
+
+       struct json_object *tool_calls;
+    json_object_object_get_ex(message_object, "tool_calls", &tool_calls);
+
+    if (tool_calls) {
+        message_add_tool_call(message_object);
+   //     char* tool_calls_str = (char *)json_object_to_json_string(tool_calls);
+        json_object * tool_call_results = tools_execute(tool_calls);
+        int array_len = json_object_array_length(tool_call_results);
+        // message_add_tool_call(tool_call_results);
+         for(int i = 0; i < array_len; i++){
+
+            json_object * tool_call_result = json_object_array_get_idx(tool_call_results, i);
+             message_add_tool_call(tool_call_result);
+        }
+
+        char * tool_calls_result_str = chat_json(NULL,NULL);
+
+        message_object = chat_message(url, tool_calls_result_str);
+        message_add_tool_call(message_object);
+    
+    }
     char* content_str = (char*)json_object_get_string(json_object_object_get(message_object, "content"));
-    message_add("assistant", content_str);
-    free(data);
-    free(result);
+
+
+    //message_add("assistant", content_str);
+   // free(data);
+    
     char* final_result = strdup(content_str);
-    json_object_put(parsed_json);
     return final_result;
 }
 
-#endif
+#endif

tools.h

@@ -0,0 +1,134 @@
+#ifndef R_TOOLS_H
+#define R_TOOLS_H
+
+#include <json-c/json.h>
+#include <json-c/json_object.h>
+#include <string.h>
+#include "http_curl.h"
+
+struct json_object * tool_description_http_get();
+
+struct json_object * tools_descriptions(){
+    struct json_object *root = json_object_new_array();
+    json_object_array_add(root, tool_description_http_get());
+    return root;
+}
+
+
+char * tool_function_http_get(char * url) {
+    return curl_get(url);
+}
+
+struct json_object * tool_description_http_get(){
+      // Create root object
+    struct json_object *root = json_object_new_object();
+    json_object_object_add(root, "type", json_object_new_string("function"));
+
+    // Create function object
+    struct json_object *function = json_object_new_object();
+    json_object_object_add(function, "name", json_object_new_string("http_fetch"));
+    json_object_object_add(function, "description", json_object_new_string("Get the contents of an url."));
+
+    // Create parameters object
+    struct json_object *parameters = json_object_new_object();
+    json_object_object_add(parameters, "type", json_object_new_string("object"));
+
+    // Create properties object
+    struct json_object *properties = json_object_new_object();
+    struct json_object *url = json_object_new_object();
+    json_object_object_add(url, "type", json_object_new_string("string"));
+    json_object_object_add(url, "description", json_object_new_string("fetch url contents."));
+    json_object_object_add(properties, "url", url);
+
+    json_object_object_add(parameters, "properties", properties);
+
+    // Add required array
+    struct json_object *required = json_object_new_array();
+    json_object_array_add(required, json_object_new_string("url"));
+    json_object_object_add(parameters, "required", required);
+
+    // Add additionalProperties as false
+    json_object_object_add(parameters, "additionalProperties", json_object_new_boolean(0));
+
+    // Add parameters to function object
+    json_object_object_add(function, "parameters", parameters);
+
+    // Add strict mode
+    json_object_object_add(function, "strict", json_object_new_boolean(1));
+
+    // Add function object to root
+    json_object_object_add(root, "function", function);
+
+
+    return root;
+}
+
+struct json_object * tools_execute(struct json_object * tools_array){
+    //struct json_object * tools_result = json_object_new_object();
+    struct json_object * tools_result_messages = json_object_new_array();
+    int array_len = json_object_array_length(tools_array);
+  // Iterate over array
+    for (int i = 0; i < array_len; i++) {
+        struct json_object *obj = json_object_array_get_idx(tools_array, i);
+        struct json_object * tool_result = json_object_new_object();
+        
+
+        json_object_object_add(tool_result, "tool_call_id", json_object_new_string(json_object_get_string(json_object_object_get(obj, "id"))));
+
+        json_object_object_add(tool_result, "role", json_object_new_string("tool"));
+
+        // Get "id"
+        struct json_object *id_obj;
+        if (json_object_object_get_ex(obj, "id", &id_obj)) {
+
+
+            printf("ID: %s\n", json_object_get_string(id_obj));
+        }
+
+        // Get "type"
+        struct json_object *type_obj;
+        if (json_object_object_get_ex(obj, "type", &type_obj)) {
+            printf("Type: %s\n", json_object_get_string(type_obj));
+        }
+
+        // Get "function" object
+        struct json_object *function_obj;
+        if (json_object_object_get_ex(obj, "function", &function_obj)) {
+            // Get function "name"
+            struct json_object *name_obj;
+            char * function_name = NULL;
+            if (json_object_object_get_ex(function_obj, "name", &name_obj)) {
+                function_name = (char *)json_object_get_string(name_obj);
+                printf("Function Name: %s\n", json_object_get_string(name_obj));
+            }
+
+            // Get function "arguments"
+            if(!strcmp(function_name,"http_fetch")){
+                
+        
+            struct json_object *arguments_obj;
+            if (json_object_object_get_ex(function_obj, "arguments", &arguments_obj)) {
+                struct json_object *arguments = json_tokener_parse(json_object_get_string(arguments_obj));;
+                struct json_object *url_obj;
+                if (json_object_object_get_ex(arguments, "url", &url_obj)) {
+                    char * url = (char *)json_object_get_string(url_obj);
+                    char * http_result = curl_get(url);
+                    printf("URL: %s\n", json_object_get_string(url_obj));
+                    printf("content: %s\n",http_result);
+                    json_object_object_add(tool_result, "content", json_object_new_string(http_result));
+                }
+
+                printf("Function Arguments: %s\n", json_object_get_string(arguments_obj));
+            }
+            }
+            json_object_array_add(tools_result_messages, tool_result);
+        }
+
+        printf("\n"); // Add spacing for readability
+    }
+
+    //json_object_object_add(tools_result, "messages", tools_result_messages);
+    return tools_result_messages;
+}
+
+#endif