From 39333467cbb5d25bb54fbd2bfbefb9f5325aaa5c Mon Sep 17 00:00:00 2001 From: Jeremiah Lowin <153965+jlowin@users.noreply.github.com> Date: Sun, 14 Jan 2024 16:09:28 -0500 Subject: [PATCH] Add user message to responses --- docs/ai/interactive/assistants.md | 44 +++++++++--------- .../images/ai/assistants/code_interpreter.png | Bin 0 -> 230824 bytes .../images/ai/assistants/custom_tools.png | Bin 0 -> 84218 bytes .../images/ai/assistants/quickstart.png | Bin 72559 -> 100488 bytes .../images/ai/assistants/using_tools.png | Bin 112058 -> 0 bytes src/marvin/beta/assistants/assistants.py | 29 ++++++------ src/marvin/beta/assistants/runs.py | 12 ++--- src/marvin/beta/assistants/threads.py | 10 ++-- src/marvin/cli/__init__.py | 4 +- src/marvin/utilities/openai.py | 3 +- 10 files changed, 52 insertions(+), 50 deletions(-) create mode 100644 docs/assets/images/ai/assistants/code_interpreter.png create mode 100644 docs/assets/images/ai/assistants/custom_tools.png delete mode 100644 docs/assets/images/ai/assistants/using_tools.png diff --git a/docs/ai/interactive/assistants.md b/docs/ai/interactive/assistants.md index 74b6262fe..30f0839a7 100644 --- a/docs/ai/interactive/assistants.md +++ b/docs/ai/interactive/assistants.md @@ -71,16 +71,26 @@ Each assistant can be given a list of `tools` that it can use when responding to OpenAI provides a small number of built-in tools for assistants. The most useful is the "code interpreter", which lets the assistant write and execute Python code. To use the code interpreter, add it to your assistant's list of tools: -```python -from marvin.beta import Assistant -from marvin.beta.assistants import pprint_messages, CodeInterpreter +!!! example "Using the code interpreter" -ai = Assistant(name='Marvin', tools=[CodeInterpreter]) -response = ai.say('write and test a function that returns 2 + 2') + Assistants can not browse the web by default. We can add this capability by giving them a tool that takes a URL and returns the HTML of that page. This assistant uses that tool as well as the code interpreter to count how many titles on Hacker News mention AI: + + ```python + from marvin.beta import Assistant + from marvin.beta.assistants import pprint_messages, CodeInterpreter + + ai = Assistant(name='Marvin', tools=[CodeInterpreter]) + response = ai.say( + "Write and test a function that multiplies two numbers. " + "Show the code and your tests." + ) + + # pretty-print the response + pprint_messages(response) + ``` + !!! success "Result" + ![](/assets/images/ai/assistants/code_interpreter.png) -# pretty-print the response -pprint_messages(response) -``` #### Custom tools @@ -89,14 +99,10 @@ A major advantage of using Marvin's assistants API is that you can add your own !!! example "Using custom tools" - Assistants can not browse the web by default. We can add this capability by giving them a tool that takes a URL and returns the HTML of that page. This assistant uses that tool as well as the code interpreter to count how many titles on Hacker News mention AI: + Assistants can not browse the web by default. We can add this capability by giving them a tool that takes a URL and returns the HTML of that page. This assistant uses that tool to count how many titles on Hacker News mention AI: ```python - from marvin.beta.assistants import ( - Assistant, - CodeInterpreter, - pprint_messages - ) + from marvin.beta.assistants import Assistant, pprint_messages import requests @@ -107,18 +113,14 @@ A major advantage of using Marvin's assistants API is that you can add your own # Integrate custom tools with the assistant - ai = Assistant(name="Marvin", tools=[CodeInterpreter, visit_url]) - - # Give the assistant an objective - response = ai.say( - "Go to Hacker News and compute how many titles mention AI" - ) + ai = Assistant(name="Marvin", tools=[visit_url]) + response = ai.say("Count how many HN front page titles mention LLMs") # pretty-print the response pprint_messages(response) ``` !!! success "Result" - ![](/assets/images/ai/assistants/using_tools.png) + ![](/assets/images/ai/assistants/custom_tools.png) ### Talking to an assistant diff --git 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thread = thread or self.default_thread + last_message = await thread.get_messages_async(limit=1) + if last_message: + last_msg_id = last_message[0].id + else: + last_msg_id = None + # post the message if message: - api_message = await thread.add_async(message, file_paths=file_paths) - msg_id = api_message.id - - # if no message, get the ID of the most recent message - else: - msgs = await thread.get_messages_async(limit=1) - if msgs: - msg_id = msgs[0].id - else: - msg_id = None + await thread.add_async(message, file_paths=file_paths) + # run the thread async with self: await thread.run_async(assistant=self, **run_kwargs) - response_messages = await thread.get_messages_async(after_message=msg_id) + # load all messages, including the user message + response_messages = await thread.get_messages_async(after_message=last_msg_id) return response_messages def __enter__(self): @@ -114,7 +113,7 @@ async def create_async(self): raise ValueError( "Assistant has an ID and has already been created in the OpenAI API." ) - client = get_client() + client = get_openai_client() response = await client.beta.assistants.create( **self.model_dump( include={"name", "model", "metadata", "file_ids", "metadata"} @@ -128,7 +127,7 @@ async def create_async(self): async def delete_async(self): if not self.id: raise ValueError("Assistant has no ID and doesn't exist in the OpenAI API.") - client = get_client() + client = get_openai_client() await client.beta.assistants.delete(assistant_id=self.id) self.id = None @@ -138,7 +137,7 @@ def load(cls, assistant_id: str, **kwargs): @classmethod async def load_async(cls, assistant_id: str, **kwargs): - client = get_client() + client = get_openai_client() response = await client.beta.assistants.retrieve(assistant_id=assistant_id) return cls(**(response.model_dump() | kwargs)) diff --git a/src/marvin/beta/assistants/runs.py b/src/marvin/beta/assistants/runs.py index 6e7a7235b..6d64fc193 100644 --- a/src/marvin/beta/assistants/runs.py +++ b/src/marvin/beta/assistants/runs.py @@ -10,7 +10,7 @@ from marvin.types import Tool from marvin.utilities.asyncio import ExposeSyncMethodsMixin, expose_sync_method from marvin.utilities.logging import get_logger -from marvin.utilities.openai import get_client +from marvin.utilities.openai import get_openai_client from .assistants import Assistant from .threads import Thread @@ -54,20 +54,20 @@ def format_tools(cls, tools: Union[None, list[Union[Tool, Callable]]]): @expose_sync_method("refresh") async def refresh_async(self): - client = get_client() + client = get_openai_client() self.run = await client.beta.threads.runs.retrieve( run_id=self.run.id, thread_id=self.thread.id ) @expose_sync_method("cancel") async def cancel_async(self): - client = get_client() + client = get_openai_client() await client.beta.threads.runs.cancel( run_id=self.run.id, thread_id=self.thread.id ) async def _handle_step_requires_action(self): - client = get_client() + client = get_openai_client() if self.run.status != "requires_action": return if self.run.required_action.type == "submit_tool_outputs": @@ -117,7 +117,7 @@ def get_tools(self) -> list[AssistantTool]: return tools async def run_async(self) -> "Run": - client = get_client() + client = get_openai_client() create_kwargs = {} @@ -196,7 +196,7 @@ async def refresh_run_steps_async(self): max_attempts = max_fetched / limit + 2 # Fetch the latest run steps - client = get_client() + client = get_openai_client() response = await client.beta.threads.runs.steps.list( run_id=self.run.id, diff --git a/src/marvin/beta/assistants/threads.py b/src/marvin/beta/assistants/threads.py index 38249e2ec..2926d9a7e 100644 --- a/src/marvin/beta/assistants/threads.py +++ b/src/marvin/beta/assistants/threads.py @@ -12,7 +12,7 @@ run_sync, ) from marvin.utilities.logging import get_logger -from marvin.utilities.openai import get_client +from marvin.utilities.openai import get_openai_client from marvin.utilities.pydantic import parse_as logger = get_logger("Threads") @@ -50,7 +50,7 @@ async def create_async(self, messages: list[str] = None): raise ValueError("Thread has already been created.") if messages is not None: messages = [{"role": "user", "content": message} for message in messages] - client = get_client() + client = get_openai_client() response = await client.beta.threads.create(messages=messages) self.id = response.id return self @@ -62,7 +62,7 @@ async def add_async( """ Add a user message to the thread. """ - client = get_client() + client = get_openai_client() if self.id is None: await self.create_async() @@ -90,7 +90,7 @@ async def get_messages_async( ) -> list[Union[ThreadMessage, dict]]: if self.id is None: await self.create_async() - client = get_client() + client = get_openai_client() response = await client.beta.threads.messages.list( thread_id=self.id, @@ -108,7 +108,7 @@ async def get_messages_async( @expose_sync_method("delete") async def delete_async(self): - client = get_client() + client = get_openai_client() await client.beta.threads.delete(thread_id=self.id) self.id = None diff --git a/src/marvin/cli/__init__.py b/src/marvin/cli/__init__.py index 3a5cefa1d..7463e4e0c 100644 --- a/src/marvin/cli/__init__.py +++ b/src/marvin/cli/__init__.py @@ -3,7 +3,7 @@ from rich.console import Console from typing import Optional from marvin.utilities.asyncio import run_sync -from marvin.utilities.openai import get_client +from marvin.utilities.openai import get_openai_client from marvin.cli.version import display_version app = typer.Typer() @@ -27,7 +27,7 @@ def main( async def process_stdin(model: str, max_tokens: int): - client = get_client() + client = get_openai_client() content = sys.stdin.read() last_chunk_ended_with_space = False diff --git a/src/marvin/utilities/openai.py b/src/marvin/utilities/openai.py index 7e263c8c4..e7ae1520f 100644 --- a/src/marvin/utilities/openai.py +++ b/src/marvin/utilities/openai.py @@ -1,4 +1,5 @@ """Module for working with OpenAI.""" + import asyncio from functools import lru_cache from typing import Optional @@ -6,7 +7,7 @@ from openai import AsyncClient -def get_client() -> AsyncClient: +def get_openai_client() -> AsyncClient: """ Retrieves an OpenAI client with the given api key and organization.