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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
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44
Makefile
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

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requirements-deprecated-finder = ["pip-api", "pipreqs"]
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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]]
name = "tqdm"
version = "4.66.1"
@ -1072,4 +856,4 @@ multidict = ">=4.0"
[metadata]
lock-version = "2.0"
python-versions = ">=3.11,<3.12"
content-hash = "544019c132db9541be699bb3aac24f07cd85ee90773412b581f509e273f9df51"
content-hash = "ea8d122dbf4bdb0e3bc19912dc331bac199115f860752ffa6ec5ecabebcaa742"

40
pyproject.toml
View File

@ -14,52 +14,12 @@ pydantic-settings = "^2.0.2"
[tool.poetry.group.test.dependencies]
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]
requires = ["poetry-core"]
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]
addopts = ["--verbose"]
pythonpath = ["src"]
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

17
src/llm_chat/chat.py
View File

@ -1,7 +1,4 @@
from typing import Any
from openai import ChatCompletion
from openai.openai_object import OpenAIObject
from llm_chat.models import Conversation, Message, Role
from llm_chat.settings import OpenAISettings
@ -12,7 +9,6 @@ INITIAL_SYSTEM_MESSAGES = [
content=(
"Always respond in Markdown formatting, using code blocks with the"
"appropriate language tags."
),
),
]
@ -27,7 +23,9 @@ class Chat:
"""
def __init__(
self, settings: OpenAISettings | None = None, context: list[Message] = []
self,
settings: OpenAISettings = None,
context: list[Message] = []
) -> None:
self._settings = settings
self.conversation = Conversation(
@ -41,7 +39,7 @@ class Chat:
self._settings = OpenAISettings()
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.
TODO: Add error handling.
@ -49,17 +47,16 @@ class Chat:
"""
self.conversation.messages.append(Message(role=Role.USER, content=message))
response: OpenAIObject = ChatCompletion.create(
response = ChatCompletion.create(
model=self.settings.model,
temperature=self.settings.temperature,
api_key=self.settings.api_key,
messages=self.conversation.model_dump()["messages"],
)
out: dict[str, Any] = response.to_dict()
return out
return response.to_dict()
def send_message(self, message: str) -> str:
def send_message(self, message: str) -> None:
"""Send a message to the assistant.
TODO: Add error handling.

4
src/llm_chat/models.py
View File

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

4
src/llm_chat/settings.py
View File

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

6
tests/conftest.py
View File

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

7
tests/test_chat.py
View File

@ -1,13 +1,12 @@
from unittest.mock import patch
import llm_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:
mock_make_request.return_value = {
"choices": [{"message": {"content": "Hello!"}}]
}
mock_make_request.return_value = {"choices": [{"message": {"content": "Hello!"}}]}
conversation = Chat()
response = conversation.send_message("Hello")
assert isinstance(response, str)