diff --git a/.gitignore b/.gitignore
index 5d75d17..2a9b36c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,6 +2,10 @@ data/
 data.zip
 *.DS_store
 
+.idea/
+.venv/
+.python-version
+
 __MACOSX/
 
 run.bash
diff --git a/requirements.txt b/requirements.txt
index 56f866f..d33ab18 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -21,10 +21,10 @@ peft==0.3.0
 langchain==0.0.229
 deepspeed==0.9.2
 sentence_transformers==2.2.2
+openai==0.28.0
+huggingface-hub==0.25.2
 tensorboard
-openai
 scipy
 termcolor
 flask
 flask_cors
-sentence_transformers
\ No newline at end of file
diff --git a/toolbench/inference/Downstream_tasks/rapidapi.py b/toolbench/inference/Downstream_tasks/rapidapi.py
index e4e26b9..5fbc8a1 100644
--- a/toolbench/inference/Downstream_tasks/rapidapi.py
+++ b/toolbench/inference/Downstream_tasks/rapidapi.py
@@ -199,7 +199,11 @@ def api_json_to_openai_json(self, api_json,standard_tool_name):
         map_type = {
             "NUMBER": "integer",
             "STRING": "string",
-            "BOOLEAN": "boolean"
+            "BOOLEAN": "boolean",
+            "ARRAY": "array",
+            "integer": "integer",
+            "number": "number",
+            "array": "array",
         }
 
         pure_api_name = change_name(standardize(api_json["api_name"]))
@@ -219,10 +223,6 @@ def api_json_to_openai_json(self, api_json,standard_tool_name):
                     param_type = map_type[para["type"]]
                 else:
                     param_type = "string"
-                prompt = {
-                    "type":param_type,
-                    "description":para["description"][:description_max_length],
-                }
 
                 default_value = para['default']
                 if len(str(default_value)) != 0:    
@@ -237,6 +237,9 @@ def api_json_to_openai_json(self, api_json,standard_tool_name):
                         "description":para["description"][:description_max_length]
                     }
 
+                if "items" in para:
+                    prompt["items"] = para["items"]
+
                 templete["parameters"]["properties"][name] = prompt
                 templete["parameters"]["required"].append(name)
             for para in api_json["optional_parameters"]:
diff --git a/toolbench/inference/LLM/chatgpt_function_model.py b/toolbench/inference/LLM/chatgpt_function_model.py
index 280759e..1d55558 100644
--- a/toolbench/inference/LLM/chatgpt_function_model.py
+++ b/toolbench/inference/LLM/chatgpt_function_model.py
@@ -6,8 +6,11 @@
 import random
 
 
+OAI_MODEL = "gpt-3.5-turbo-0125"
+
+
 @retry(wait=wait_random_exponential(min=1, max=40), stop=stop_after_attempt(3))
-def chat_completion_request(key, messages, functions=None,function_call=None,key_pos=None, model="gpt-3.5-turbo-16k-0613",stop=None,process_id=0, **args):
+def chat_completion_request(key, messages, functions=None,function_call=None,key_pos=None, model=OAI_MODEL,stop=None,process_id=0, **args):
     use_messages = []
     for message in messages:
         if not("valid" in message.keys() and message["valid"] == False):
@@ -29,7 +32,7 @@ def chat_completion_request(key, messages, functions=None,function_call=None,key
         json_data.update({"function_call": function_call})
     
     try:
-        if model == "gpt-3.5-turbo-16k-0613":
+        if model == OAI_MODEL:
             openai.api_key = key
         else:
             raise NotImplementedError
@@ -45,7 +48,7 @@ def chat_completion_request(key, messages, functions=None,function_call=None,key
         return e
 
 class ChatGPTFunction:
-    def __init__(self, model="gpt-3.5-turbo-16k-0613", openai_key=""):
+    def __init__(self, model=OAI_MODEL, openai_key=""):
         self.model = model
         self.conversation_history = []
         self.openai_key = openai_key