openai/openai-python
Publicmirrored from https://github.com/openai/openai-pythonAvailable
examples/assistant_stream_helpers.py
78lines · modeblame
5429f696Stainless Bot2 years ago | 1 | from __future__ import annotations |
| 2 | | |
| 3 | from typing_extensions import override | |
| 4 | | |
| 5 | import openai | |
| 6 | from openai import AssistantEventHandler | |
| 7 | from openai.types.beta import AssistantStreamEvent | |
| 8 | from openai.types.beta.threads import Text, TextDelta | |
| 9 | from openai.types.beta.threads.runs import RunStep, RunStepDelta | |
| 10 | | |
| 11 | | |
| 12 | class EventHandler(AssistantEventHandler): | |
| 13 | @override | |
| 14 | def on_event(self, event: AssistantStreamEvent) -> None: | |
| 15 | if event.event == "thread.run.step.created": | |
| 16 | details = event.data.step_details | |
| 17 | if details.type == "tool_calls": | |
| 18 | print("Generating code to interpret:\n\n```py") | |
| 19 | elif event.event == "thread.message.created": | |
| 20 | print("\nResponse:\n") | |
| 21 | | |
| 22 | @override | |
| 23 | def on_text_delta(self, delta: TextDelta, snapshot: Text) -> None: | |
| 24 | print(delta.value, end="", flush=True) | |
| 25 | | |
| 26 | @override | |
| 27 | def on_run_step_done(self, run_step: RunStep) -> None: | |
| 28 | details = run_step.step_details | |
| 29 | if details.type == "tool_calls": | |
| 30 | for tool in details.tool_calls: | |
| 31 | if tool.type == "code_interpreter": | |
| 32 | print("\n```\nExecuting code...") | |
| 33 | | |
| 34 | @override | |
| 35 | def on_run_step_delta(self, delta: RunStepDelta, snapshot: RunStep) -> None: | |
| 36 | details = delta.step_details | |
| 37 | if details is not None and details.type == "tool_calls": | |
| 38 | for tool in details.tool_calls or []: | |
| 39 | if tool.type == "code_interpreter" and tool.code_interpreter and tool.code_interpreter.input: | |
| 40 | print(tool.code_interpreter.input, end="", flush=True) | |
| 41 | | |
| 42 | | |
| 43 | def main() -> None: | |
| 44 | client = openai.OpenAI() | |
| 45 | | |
| 46 | assistant = client.beta.assistants.create( | |
| 47 | name="Math Tutor", | |
| 48 | instructions="You are a personal math tutor. Write and run code to answer math questions.", | |
| 49 | tools=[{"type": "code_interpreter"}], | |
| 50 | model="gpt-4-1106-preview", | |
| 51 | ) | |
| 52 | | |
| 53 | try: | |
| 54 | question = "I need to solve the equation `3x + 11 = 14`. Can you help me?" | |
| 55 | | |
| 56 | thread = client.beta.threads.create( | |
| 57 | messages=[ | |
| 58 | { | |
| 59 | "role": "user", | |
| 60 | "content": question, | |
| 61 | }, | |
| 62 | ] | |
| 63 | ) | |
| 64 | print(f"Question: {question}\n") | |
| 65 | | |
| 66 | with client.beta.threads.runs.create_and_stream( | |
| 67 | thread_id=thread.id, | |
| 68 | assistant_id=assistant.id, | |
| 69 | instructions="Please address the user as Jane Doe. The user has a premium account.", | |
| 70 | event_handler=EventHandler(), | |
| 71 | ) as stream: | |
| 72 | stream.until_done() | |
| 73 | print() | |
| 74 | finally: | |
| 75 | client.beta.assistants.delete(assistant.id) | |
| 76 | | |
| 77 | | |
| 78 | main() |