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Author SHA1 Message Date
Paul Harrison 5bbd7ee612 Basic interface to OpenAI's chat completion API
This commit implements a basic interface to hold a conversation with
OpenAI's GPT models via their API, using OpenAI's Python SDK. In
addition to this interface, the commit incorporates Pydantic for
managing settings via environment variables.
2023-08-14 12:42:26 +01:00
8 changed files with 23 additions and 329 deletions

View File

@ -1,44 +0,0 @@
.DEFAULT_GOAL := help
SHELL := /bin/bash
.PHONY: black
black: ## Run black formatter
@poetry run black src tests;
.PHONY: black-check
black-check: ## Run black formatter
@poetry run black src tests --check;
.PHONY: format
format: isort black ## Format to match linting requirements
.PHONY: help
help: ## Show all available commands
@awk 'BEGIN {FS = ":.*##"; printf "Usage: make \033[36m<target>\033[0m\n"} /^[a-zA-Z_-]+:.*?##/ { printf " \033[36m%-13s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST);
.PHONY: isort
isort: ## Run isort formatter
@poetry run isort src tests;
.PHONY: isort-check
isort-check: ## Run isort formatter
@poetry run isort src tests --check-only;
.PHONY: mypy
mypy: ## Run mypy type checking
@poetry run mypy src tests;
.PHONY: pydocstyle
pydocstyle: ## Run docstring linting
@poetry run pydocstyle src tests;
.PHONY: quality
quality: ruff mypy isort-check black-check pydocstyle ## Run linting checks
.PHONY: ruff
ruff: ## Run ruff linter
@poetry run ruff check src tests;
.PHONY: test
test: ## Run test pipeline
@poetry run pytest -x

218
poetry.lock generated
View File

@ -167,51 +167,6 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
tests = ["attrs[tests-no-zope]", "zope-interface"] tests = ["attrs[tests-no-zope]", "zope-interface"]
tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
[[package]]
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python-versions = ">=3.8"
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mypy-extensions = ">=0.4.3"
packaging = ">=22.0"
pathspec = ">=0.9.0"
platformdirs = ">=2"
[package.extras]
colorama = ["colorama (>=0.4.3)"]
d = ["aiohttp (>=3.7.4)"]
jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
uvloop = ["uvloop (>=0.15.2)"]
[[package]] [[package]]
name = "certifi" name = "certifi"
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name = "click"
version = "8.1.6"
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category = "dev"
optional = false
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[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]] [[package]]
name = "colorama" name = "colorama"
version = "0.4.6" version = "0.4.6"
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] ]
[[package]]
name = "isort"
version = "5.12.0"
description = "A Python utility / library to sort Python imports."
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optional = false
python-versions = ">=3.8.0"
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pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
plugins = ["setuptools"]
requirements-deprecated-finder = ["pip-api", "pipreqs"]
[[package]] [[package]]
name = "multidict" name = "multidict"
version = "6.0.4" version = "6.0.4"
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reports = ["lxml"]
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name = "mypy-extensions"
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{file = "ruff-0.0.284.tar.gz", hash = "sha256:ebd3cc55cd499d326aac17a331deaea29bea206e01c08862f9b5c6e93d77a491"},
]
[[package]]
name = "snowballstemmer"
version = "2.2.0"
description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
category = "dev"
optional = false
python-versions = "*"
files = [
{file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
{file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
]
[[package]] [[package]]
name = "tqdm" name = "tqdm"
version = "4.66.1" version = "4.66.1"
@ -1072,4 +856,4 @@ multidict = ">=4.0"
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = ">=3.11,<3.12" python-versions = ">=3.11,<3.12"
content-hash = "544019c132db9541be699bb3aac24f07cd85ee90773412b581f509e273f9df51" content-hash = "ea8d122dbf4bdb0e3bc19912dc331bac199115f860752ffa6ec5ecabebcaa742"

View File

@ -14,52 +14,12 @@ pydantic-settings = "^2.0.2"
[tool.poetry.group.test.dependencies] [tool.poetry.group.test.dependencies]
pytest = "^7.4.0" pytest = "^7.4.0"
black = "^23.7.0"
isort = "^5.12.0"
ruff = "^0.0.284"
mypy = "^1.5.0"
pydocstyle = "^6.3.0"
[build-system] [build-system]
requires = ["poetry-core"] requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api" build-backend = "poetry.core.masonry.api"
[tool.black]
line-length = 88
target-version = ['py311']
include = '\.pyi?$'
[tool.isort]
multi_line_output = 3
profile = "black"
src_paths = ["src", "tests"]
[tool.mypy]
python_version = "3.11"
disallow_untyped_calls = false
pretty = true
show_error_codes = true
strict = true
warn_unreachable = true
[tool.pydocstyle]
ignore = "D100,D104,D107,D203,D213,D406,D407,D413"
[tool.pytest.ini_options] [tool.pytest.ini_options]
addopts = ["--verbose"] addopts = ["--verbose"]
pythonpath = ["src"] pythonpath = ["src"]
testpaths = ["tests"] testpaths = ["tests"]
[tool.ruff]
exclude = [
".git",
".ruff_cache",
".vscode",
]
fixable = ["A", "B", "C", "D", "E", "F", "G", "I", "N", "Q", "S", "T", "W", "ANN", "ARG", "BLE", "COM", "DJ", "DTZ", "EM", "ERA", "EXE", "FBT", "ICN", "INP", "ISC", "NPY", "PD", "PGH", "PIE", "PL", "PT", "PTH", "PYI", "RET", "RSE", "RUF", "SIM", "SLF", "TCH", "TID", "TRY", "UP", "YTT"]
line-length = 88
select = ["E", "F"]
target-version = "py311"
[tool.ruff.mccabe]
max-complexity = 10

View File

@ -1,7 +1,4 @@
from typing import Any
from openai import ChatCompletion from openai import ChatCompletion
from openai.openai_object import OpenAIObject
from llm_chat.models import Conversation, Message, Role from llm_chat.models import Conversation, Message, Role
from llm_chat.settings import OpenAISettings from llm_chat.settings import OpenAISettings
@ -12,14 +9,13 @@ INITIAL_SYSTEM_MESSAGES = [
content=( content=(
"Always respond in Markdown formatting, using code blocks with the" "Always respond in Markdown formatting, using code blocks with the"
"appropriate language tags." "appropriate language tags."
),
), ),
] ]
class Chat: class Chat:
"""Interface class for OpenAI's ChatGPT chat API. """Interface class for OpenAI's ChatGPT chat API.
Arguments: Arguments:
settings (optional): Settings for the chat. Defaults to reading from settings (optional): Settings for the chat. Defaults to reading from
environment variables. environment variables.
@ -27,41 +23,42 @@ class Chat:
""" """
def __init__( def __init__(
self, settings: OpenAISettings | None = None, context: list[Message] = [] self,
settings: OpenAISettings = None,
context: list[Message] = []
) -> None: ) -> None:
self._settings = settings self._settings = settings
self.conversation = Conversation( self.conversation = Conversation(
messages=INITIAL_SYSTEM_MESSAGES + context, messages=INITIAL_SYSTEM_MESSAGES + context,
) )
@property @property
def settings(self) -> OpenAISettings: def settings(self) -> OpenAISettings:
"""Get OpenAI chat settings.""" """Get OpenAI chat settings."""
if self._settings is None: if self._settings is None:
self._settings = OpenAISettings() self._settings = OpenAISettings()
return self._settings return self._settings
def _make_request(self, message: str) -> dict[str, Any]: def _make_request(self, message: str) -> dict:
"""Send a request to the OpenAI API. """Send a request to the OpenAI API.
TODO: Add error handling. TODO: Add error handling.
TODO: Pop message from messages if error occurs. TODO: Pop message from messages if error occurs.
""" """
self.conversation.messages.append(Message(role=Role.USER, content=message)) self.conversation.messages.append(Message(role=Role.USER, content=message))
response: OpenAIObject = ChatCompletion.create( response = ChatCompletion.create(
model=self.settings.model, model=self.settings.model,
temperature=self.settings.temperature, temperature=self.settings.temperature,
api_key=self.settings.api_key, api_key=self.settings.api_key,
messages=self.conversation.model_dump()["messages"], messages=self.conversation.model_dump()["messages"],
) )
out: dict[str, Any] = response.to_dict() return response.to_dict()
return out
def send_message(self, message: str) -> None:
def send_message(self, message: str) -> str:
"""Send a message to the assistant. """Send a message to the assistant.
TODO: Add error handling. TODO: Add error handling.
""" """
response = self._make_request(message) response = self._make_request(message)

View File

@ -17,7 +17,7 @@ class Message(BaseModel):
role: Role role: Role
content: str content: str
model_config: ConfigDict = ConfigDict( # type: ignore[misc] model_config: ConfigDict = ConfigDict(
frozen=True, frozen=True,
use_enum_values=True, use_enum_values=True,
) )
@ -28,7 +28,7 @@ class Conversation(BaseModel):
messages: list[Message] messages: list[Message]
model_config: ConfigDict = ConfigDict( # type: ignore[misc] model_config: ConfigDict = ConfigDict(
frozen=False, frozen=False,
use_enum_values=True, use_enum_values=True,
) )

View File

@ -13,11 +13,11 @@ class Model(StrEnum):
class OpenAISettings(BaseSettings): class OpenAISettings(BaseSettings):
"""Settings for the LLM Chat application.""" """Settings for the LLM Chat application."""
api_key: str = "" api_key: str
model: Model = Model.GPT3 model: Model = Model.GPT3
temperature: float = 0.7 temperature: float = 0.7
model_config: SettingsConfigDict = SettingsConfigDict( # type: ignore[misc] model_config: SettingsConfigDict = SettingsConfigDict(
env_file=".env", env_file=".env",
env_file_encoding="utf-8", env_file_encoding="utf-8",
env_prefix="OPENAI_", env_prefix="OPENAI_",

View File

@ -1,9 +1,7 @@
import os
import pytest import pytest
import os
@pytest.fixture(autouse=True) @pytest.fixture(autouse=True)
def mock_openai_api_key() -> None: def mock_openai_api_key():
"""Set a fake OpenAI API key."""
os.environ["OPENAI_API_KEY"] = "dummy_key" os.environ["OPENAI_API_KEY"] = "dummy_key"

View File

@ -1,13 +1,12 @@
from unittest.mock import patch from unittest.mock import patch
import llm_chat
from llm_chat.chat import Chat from llm_chat.chat import Chat
def test_send_message() -> None: def test_send_message():
with patch("llm_chat.chat.Chat._make_request") as mock_make_request: with patch("llm_chat.chat.Chat._make_request") as mock_make_request:
mock_make_request.return_value = { mock_make_request.return_value = {"choices": [{"message": {"content": "Hello!"}}]}
"choices": [{"message": {"content": "Hello!"}}]
}
conversation = Chat() conversation = Chat()
response = conversation.send_message("Hello") response = conversation.send_message("Hello")
assert isinstance(response, str) assert isinstance(response, str)