diff --git a/README.md b/README.md index d2d055d..e8834bc 100644 --- a/README.md +++ b/README.md @@ -12,9 +12,8 @@ ## Prerequisites -- Python 3.6+ and an active internet connection. -- `OPENAI_API_KEY` environment variable set up. -- Access to the `gpt-4-1106-preview` model. +- Python 3.10+ +- `OPENAI_API_KEY` environment variable set up ## Installation @@ -61,7 +60,7 @@ For queries or contributions, contact via email at facundogoiriz@gmail.com or on ## FAQs **Q: How accurate are the commands generated by claix?** -A: claix uses a GPT-4 powered assistant specialized in CLIs for high accuracy. +A: claix uses a gpt-4o-mini powered assistant specialized in CLIs for high accuracy. **Q: Can it handle complex instructions?** A: Currently optimized for single-step commands, with plans to handle multi-step instructions in the future. diff --git a/claix/ai.py b/claix/ai.py index 18eabba..544628f 100644 --- a/claix/ai.py +++ b/claix/ai.py @@ -1,8 +1,9 @@ import time from typing import Optional -import instructor -from pydantic import BaseModel +from pydantic import BaseModel, Field from openai import OpenAI +import json +import instructor class ClaixCommand(BaseModel): @@ -15,16 +16,17 @@ class ClaixCommand(BaseModel): command (Optional[str]): The string command to execute. explanation (Optional[str]): The explanation of the command. """ - is_command: bool - command: Optional[str] - explanation: Optional[str] + is_command: bool = Field(description="True if the response is a command, False otherwise") + command: Optional[str] = Field(description="The string command to execute") + explanation: Optional[str] = Field(description="The explanation of the command") class Claix: def __init__(self, assistant_id: str, thread_id: str = None): self.assistant_id = assistant_id self.thread_id = thread_id - self.client = OpenAI() + self.client: OpenAI = instructor.patch(OpenAI()) + self.model = "gpt-4o-mini" def __call__(self, prompt, thread_id=None): if not thread_id: @@ -38,10 +40,13 @@ def __call__(self, prompt, thread_id=None): text_response: str = self.get_last_message(thread_id) - claix_command: ClaixCommand = self.populate_model_from_text(ClaixCommand, text_response) - - if not claix_command.command: - claix_command.is_command = False + claix_command: ClaixCommand = self.client.chat.completions.create( + model=self.model, # Use self.model instead of hardcoding + response_model=ClaixCommand, + messages=[ + {"role": "user", "content": text_response}, + ], + ) return claix_command @@ -65,7 +70,7 @@ def get_revised_command( revision_instructions: str, original_instructions: str, proposed_command: str, - ) -> str: + ) -> ClaixCommand: revision_prompt = ( f"I want to: {original_instructions}\n" f"The proposed solution was: {proposed_command}\n\n" @@ -73,7 +78,7 @@ def get_revised_command( f"please give me a new solution considering that" ) - revised_solution: str = self(revision_prompt) + revised_solution: ClaixCommand = self(revision_prompt) return revised_solution @@ -81,8 +86,8 @@ def get_revised_command( def create_assistant( name: str, instructions: str, - model: str = "gpt-4-1106-preview", - tools: list[dict] = [{"type": "code_interpreter"}, {"type": "retrieval"}], + model: str = "gpt-4o-mini", + tools: list[dict] = [{"type": "code_interpreter"}, {"type": "file_search"}], ): client = OpenAI() assistant = client.beta.assistants.create( @@ -99,20 +104,6 @@ def create_thread(): thread = client.beta.threads.create() return thread - @staticmethod - def populate_model_from_text(model: BaseModel, text: str) -> BaseModel: - client = instructor.patch(OpenAI()) - """Populates a pydantic model from a text.""" - response: model = client.chat.completions.create( - model="gpt-3.5-turbo", - response_model=model, - messages=[ - {"role": "user", "content": text}, - ], - max_retries=3, - ) - return response - def create_thread_message(self, prompt: str, thread_id: str): message = self.client.beta.threads.messages.create( thread_id=thread_id, diff --git a/claix/main.py b/claix/main.py index 9e6a882..16e7a93 100644 --- a/claix/main.py +++ b/claix/main.py @@ -59,7 +59,7 @@ def main( thread_id = get_or_create_default_thread_id() console = Console() - claix = Claix(assistant_id, thread_id) + claix: Claix = Claix(assistant_id, thread_id) state = State.PROCESS_INSTRUCTIONS start = True diff --git a/claix/utils.py b/claix/utils.py index 6c5bec5..37ce56b 100644 --- a/claix/utils.py +++ b/claix/utils.py @@ -5,8 +5,8 @@ from enum import Enum, auto import rich import inquirer -from claix.ai import Claix - +from claix.ai import Claix, ClaixCommand +import dbm USER_OS = "Windows" if os.name == "nt" else "Posix" @@ -61,22 +61,31 @@ def run_shell_command(command): def get_assistant_id(assistant: str = "default"): - with shelve.open(str(db_path)) as db: - try: - return db["assistants"][assistant]["id"] - except KeyError: - return None + try: + with shelve.open(str(db_path)) as db: + try: + return db["assistants"][assistant]["id"] + except KeyError: + return None + except dbm.error: + # If the database can't be opened, we'll create a new one + return None def set_assistant_id(assistant_id, assistant="default"): - with shelve.open(str(db_path)) as db: - assistants = db.get("assistants", {}) - default = assistants.get(assistant) - if default: - db["assistants"][assistant]["id"] = assistant_id - else: - db["assistants"] = {assistant: {"id": assistant_id}} - return assistant_id + try: + with shelve.open(str(db_path)) as db: + assistants = db.get("assistants", {}) + default = assistants.get(assistant) + if default: + db["assistants"][assistant]["id"] = assistant_id + else: + db["assistants"] = {assistant: {"id": assistant_id}} + return assistant_id + except dbm.error: + # If we can't open or create the database, we'll just return the assistant_id + # This means we'll create a new assistant each time, but it's better than crashing + return assistant_id def get_or_create_default_assistant_id(): @@ -85,6 +94,8 @@ def get_or_create_default_assistant_id(): assistant = Claix.create_assistant( name="default", instructions=DEFAULT_INSTRUCTIONS, + model="gpt-4o-mini", + tools=[{"type": "code_interpreter"}, {"type": "file_search"}] ) assistant_id = set_assistant_id(assistant.id, assistant="default") return assistant_id diff --git a/poetry.lock b/poetry.lock index 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