Remove function calling

.github/workflows/ci.yml

@@ -7,21 +7,25 @@ on:
   pull_request:
     branches:
       - main
+      - debugging_ipc
 
 jobs:
   build:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        # 3.10 - 04 Oct 2021
+        # 3.11 - 24 Oct 2022
+        python-version: ['3.10', '3.11']
 
     steps:
     - uses: actions/checkout@v4
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
+        cache: 'pip'
 
     - name: Install dependencies
       run: |
@@ -41,4 +45,4 @@ jobs:
       run: |
         pip install pytest
         cd pilot
-        PYTHONPATH=. pytest
+        PYTHONPATH=. pytest -m "not slow and not uses_tokens"

README.md

@@ -51,7 +51,7 @@ https://github.com/Pythagora-io/gpt-pilot/assets/10895136/0495631b-511e-451b-93d
 # 🔌 Requirements
 
 
-- **Python**
+- **Python >= 3.10**
 - **PostgreSQL** (optional, projects default is SQLite)
    - DB is needed for multiple reasons like continuing app development if you had to stop at any point or app crashed, going back to specific step so you can change some later steps in development, easier debugging, for future we will add functionality to update project (change some things in existing project or add new features to the project and so on)...
 

pilot/const/function_calls.py

@@ -28,7 +28,7 @@ def return_array_from_prompt(name_plural, name_singular, return_var_name):
             "properties": {
                 f"{return_var_name}": {
                     "type": "array",
-                    "description": f"List of {name_plural} that are created in a list.",
+                    "description": f"List of {name_plural}.",
                     "items": {
                         "type": "string",
                         "description": f"{name_singular}"

pilot/database/database.py

@@ -1,6 +1,6 @@
 from playhouse.shortcuts import model_to_dict
 from peewee import *
-from fabulous.color import yellow, red
+from utils.style import yellow, red
 from functools import reduce
 import operator
 import psycopg2

pilot/helpers/AgentConvo.py

@@ -1,15 +1,13 @@
 import re
 import subprocess
 import uuid
-from fabulous.color import yellow, bold
+from utils.style import yellow, yellow_bold
 
 from database.database import get_saved_development_step, save_development_step, delete_all_subsequent_steps
-from helpers.files import get_files_content
-from const.common import IGNORE_FOLDERS
 from helpers.exceptions.TokenLimitError import TokenLimitError
-from utils.utils import array_of_objects_to_string
-from utils.llm_connection import get_prompt, create_gpt_chat_completion
-from utils.utils import get_sys_message, find_role_from_step, capitalize_first_word_with_underscores
+from utils.function_calling import parse_agent_response
+from utils.llm_connection import create_gpt_chat_completion
+from utils.utils import array_of_objects_to_string, get_prompt, get_sys_message, capitalize_first_word_with_underscores
 from logger.logger import logger
 from prompts.prompts import ask_user
 from const.llm import END_RESPONSE
@@ -23,7 +21,8 @@ class AgentConvo:
         agent: An instance of the agent participating in the conversation.
     """
     def __init__(self, agent):
-        self.messages = []
+        # [{'role': 'system'|'user'|'assistant', 'content': ''}, ...]
+        self.messages: list[dict] = []
         self.branches = {}
         self.log_to_user = True
         self.agent = agent
@@ -83,7 +82,7 @@ def send_message(self, prompt_path=None, prompt_data=None, function_calls=None):
         if response == {}:
             raise Exception("OpenAI API error happened.")
 
-        response = self.postprocess_response(response, function_calls)
+        response = parse_agent_response(response, function_calls)
 
         # TODO remove this once the database is set up properly
         message_content = response[0] if type(response) == tuple else response
@@ -126,7 +125,7 @@ def continuous_conversation(self, prompt_path, prompt_data, function_calls=None)
 
         # Continue conversation until GPT response equals END_RESPONSE
         while response != END_RESPONSE:
-            print(yellow("Do you want to add anything else? If not, ") + yellow(bold('just press ENTER.')))
+            print(yellow("Do you want to add anything else? If not, ") + yellow_bold('just press ENTER.'))
             user_message = ask_user(self.agent.project, response, False)
 
             if user_message == "":
@@ -174,25 +173,6 @@ def replace_file_content(self, message, file_path, new_content):
     def convo_length(self):
         return len([msg for msg in self.messages if msg['role'] != 'system'])
 
-    def postprocess_response(self, response, function_calls):
-        """
-        Post-processes the response from the agent.
-
-        Args:
-            response: The response from the agent.
-            function_calls: Optional function calls associated with the response.
-
-        Returns:
-            The post-processed response.
-        """
-        if 'function_calls' in response and function_calls is not None:
-            if 'send_convo' in function_calls:
-                response['function_calls']['arguments']['convo']  = self
-            response = function_calls['functions'][response['function_calls']['name']](**response['function_calls']['arguments'])
-        elif 'text' in response:
-            response = response['text']
-
-        return response
 
     def log_message(self, content):
         """
@@ -204,7 +184,7 @@ def log_message(self, content):
         print_msg = capitalize_first_word_with_underscores(self.high_level_step)
         if self.log_to_user:
             if self.agent.project.checkpoints['last_development_step'] is not None:
-                print(yellow("\nDev step ") + yellow(bold(str(self.agent.project.checkpoints['last_development_step']))) + '\n', end='')
+                print(yellow("\nDev step ") + yellow_bold(str(self.agent.project.checkpoints['last_development_step'])) + '\n', end='')
             print(f"\n{content}\n")
         logger.info(f"{print_msg}: {content}\n")
 

pilot/helpers/Project.py

@@ -1,6 +1,6 @@
 import json
 
-from fabulous.color import bold, green, yellow, cyan, white
+from utils.style import green_bold, yellow_bold, cyan, white_bold
 from const.common import IGNORE_FOLDERS, STEPS
 from database.database import delete_unconnected_steps_from, delete_all_app_development_data
 from const.ipc import MESSAGE_TYPE
@@ -67,10 +67,10 @@ def __init__(self, args, name=None, description=None, user_stories=None, user_ta
         # if development_plan is not None:
         #     self.development_plan = development_plan
 
-        print(green(bold('\n------------------ STARTING NEW PROJECT ----------------------')))
+        print(green_bold('\n------------------ STARTING NEW PROJECT ----------------------'))
         print(f"If you wish to continue with this project in future run:")
-        print(green(bold(f'python main.py app_id={args["app_id"]}')))
-        print(green(bold('--------------------------------------------------------------\n')))
+        print(green_bold(f'python main.py app_id={args["app_id"]}'))
+        print(green_bold('--------------------------------------------------------------\n'))
 
     def start(self):
         """
@@ -306,10 +306,10 @@ def ask_for_human_intervention(self, message, description=None, cbs={}, convo=No
             reset_branch_id = convo.save_branch()
 
         while answer != 'continue':
-            print(yellow(bold(message)))
+            print(yellow_bold(message))
             if description is not None:
                 print('\n' + '-'*100 + '\n' +
-                    white(bold(description)) +
+                    white_bold(description) +
                     '\n' + '-'*100 + '\n')
 
             answer = styled_text(

pilot/helpers/agents/Architect.py

@@ -1,7 +1,7 @@
 from utils.utils import step_already_finished
 from helpers.Agent import Agent
 import json
-from fabulous.color import green, bold
+from utils.style import green_bold
 from const.function_calls import ARCHITECTURE
 
 from utils.utils import should_execute_step, find_role_from_step, generate_app_data
@@ -28,7 +28,7 @@ def get_architecture(self):
             return step['architecture']
 
         # ARCHITECTURE
-        print(green(bold(f"Planning project architecture...\n")))
+        print(green_bold(f"Planning project architecture...\n"))
         logger.info(f"Planning project architecture...")
 
         self.convo_architecture = AgentConvo(self)

pilot/helpers/agents/CodeMonkey.py

@@ -1,9 +1,8 @@
 from const.function_calls import GET_FILES, DEV_STEPS, IMPLEMENT_CHANGES, CODE_CHANGES
-from database.models.files import File
-from helpers.files import update_file
 from helpers.AgentConvo import AgentConvo
 from helpers.Agent import Agent
 
+
 class CodeMonkey(Agent):
     def __init__(self, project, developer):
         super().__init__('code_monkey', project)
@@ -20,12 +19,11 @@ def implement_code_changes(self, convo, code_changes_description, step_index=0):
         #     "finished_steps": ', '.join(f"#{j}" for j in range(step_index))
         # }, GET_FILES)
 
-
         changes = convo.send_message('development/implement_changes.prompt', {
             "step_description": code_changes_description,
             "step_index": step_index,
             "directory_tree": self.project.get_directory_tree(True),
-            "files": []#self.project.get_files(files_needed),
+            "files": []  # self.project.get_files(files_needed),
         }, IMPLEMENT_CHANGES)
         convo.remove_last_x_messages(1)