support Claude 3 Sonnet

This commit is contained in:
Abi Raja 2024-03-05 12:24:30 -05:00
parent f0ff9b21ba
commit 7b62147a58
10 changed files with 573 additions and 20 deletions

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@ -3,6 +3,7 @@
# TODO: Should only be set to true when value is 'True', not any abitrary truthy value # TODO: Should only be set to true when value is 'True', not any abitrary truthy value
import os import os
ANTHROPIC_API_KEY = os.environ.get("ANTHROPIC_API_KEY", None)
SHOULD_MOCK_AI_RESPONSE = bool(os.environ.get("MOCK", False)) SHOULD_MOCK_AI_RESPONSE = bool(os.environ.get("MOCK", False))

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@ -1,18 +1,32 @@
import os import os
from config import ANTHROPIC_API_KEY
from llm import stream_openai_response from llm import stream_claude_response, stream_openai_response
from prompts import assemble_prompt from prompts import assemble_prompt
from prompts.types import Stack from prompts.types import Stack
async def generate_code_core(image_url: str, stack: Stack) -> str: async def generate_code_core(image_url: str, stack: Stack) -> str:
model = "CLAUDE"
prompt_messages = assemble_prompt(image_url, stack) prompt_messages = assemble_prompt(image_url, stack)
openai_api_key = os.environ.get("OPENAI_API_KEY") openai_api_key = os.environ.get("OPENAI_API_KEY")
anthropic_api_key = ANTHROPIC_API_KEY
openai_base_url = None openai_base_url = None
async def process_chunk(content: str): async def process_chunk(content: str):
pass pass
if model == "CLAUDE":
if not anthropic_api_key:
raise Exception("Anthropic API key not found")
completion = await stream_claude_response(
prompt_messages,
api_key=anthropic_api_key,
callback=lambda x: process_chunk(x),
)
else:
if not openai_api_key: if not openai_api_key:
raise Exception("OpenAI API key not found") raise Exception("OpenAI API key not found")

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@ -1,8 +1,18 @@
from typing import Awaitable, Callable, List from typing import Awaitable, Callable, List, cast
from anthropic import AsyncAnthropic
from openai import AsyncOpenAI from openai import AsyncOpenAI
from openai.types.chat import ChatCompletionMessageParam, ChatCompletionChunk from openai.types.chat import ChatCompletionMessageParam, ChatCompletionChunk
MODEL_GPT_4_VISION = "gpt-4-vision-preview" MODEL_GPT_4_VISION = "gpt-4-vision-preview"
MODEL_CLAUDE_SONNET = "claude-3-sonnet-20240229"
MODEL_CLAUDE_OPUS = "claude-3-opus-20240229"
# Keep in sync with frontend (lib/models.ts)
CODE_GENERATION_MODELS = [
"gpt_4_vision",
"claude_3_sonnet",
]
async def stream_openai_response( async def stream_openai_response(
@ -34,3 +44,47 @@ async def stream_openai_response(
await client.close() await client.close()
return full_response return full_response
async def stream_claude_response(
messages: List[ChatCompletionMessageParam],
api_key: str,
callback: Callable[[str], Awaitable[None]],
) -> str:
client = AsyncAnthropic(api_key=api_key)
# Base parameters
model = MODEL_CLAUDE_SONNET
max_tokens = 4096
temperature = 0.0
# Translate OpenAI messages to Claude messages
system_prompt = cast(str, messages[0]["content"])
claude_messages = [dict(message) for message in messages[1:]]
for message in claude_messages:
if not isinstance(message["content"], list):
continue
for content in message["content"]: # type: ignore
if content["type"] == "image_url":
content["type"] = "image"
content["source"] = {
"type": "base64",
"media_type": "image/png", # TODO: Automatically detect media type
"data": content["image_url"]["url"].split(",")[1], # type: ignore
}
del content["image_url"]
async with client.messages.stream(
model=model,
max_tokens=max_tokens,
temperature=temperature,
system=system_prompt,
messages=claude_messages, # type: ignore
) as stream:
async for text in stream.text_stream:
await callback(text)
response = await stream.get_final_message()
return response.content[0].text

358
backend/poetry.lock generated
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@ -1,5 +1,29 @@
# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. # This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
[[package]]
name = "anthropic"
version = "0.18.0"
description = "The official Python library for the anthropic API"
optional = false
python-versions = ">=3.7"
files = [
{file = "anthropic-0.18.0-py3-none-any.whl", hash = "sha256:af2a65a48ba4661e3902b49f96710d168782af9deb06d58c12f25e53448fb570"},
{file = "anthropic-0.18.0.tar.gz", hash = "sha256:80a6134f6562792be8ec30f743e2211476cb1e1f59b01795b901f099ae854825"},
]
[package.dependencies]
anyio = ">=3.5.0,<5"
distro = ">=1.7.0,<2"
httpx = ">=0.23.0,<1"
pydantic = ">=1.9.0,<3"
sniffio = "*"
tokenizers = ">=0.13.0"
typing-extensions = ">=4.7,<5"
[package.extras]
bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
vertex = ["google-auth (>=2,<3)"]
[[package]] [[package]]
name = "anyio" name = "anyio"
version = "3.7.1" version = "3.7.1"
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] ]
[[package]]
name = "charset-normalizer"
version = "3.3.2"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
optional = false
python-versions = ">=3.7.0"
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{file = "tokenizers-0.15.2.tar.gz", hash = "sha256:e6e9c6e019dd5484be5beafc775ae6c925f4c69a3487040ed09b45e13df2cb91"},
]
[package.dependencies]
huggingface_hub = ">=0.16.4,<1.0"
[package.extras]
dev = ["tokenizers[testing]"]
docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
[[package]] [[package]]
name = "tomli" name = "tomli"
version = "2.0.1" version = "2.0.1"
@ -609,6 +948,23 @@ files = [
{file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"}, {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
] ]
[[package]]
name = "urllib3"
version = "2.2.1"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.8"
files = [
{file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
{file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
]
[package.extras]
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
[[package]] [[package]]
name = "uvicorn" name = "uvicorn"
version = "0.25.0" version = "0.25.0"
@ -732,4 +1088,4 @@ files = [
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = "^3.10" python-versions = "^3.10"
content-hash = "f364973209a56780ddca65ae126ebd42f024b1bd8c75e0132ecaaea8057c45e4" content-hash = "6fa98703309c862dd33d9d9ce210b71bfcb37e7d7ff030198d9044d83c249060"

View File

@ -15,6 +15,7 @@ python-dotenv = "^1.0.0"
beautifulsoup4 = "^4.12.2" beautifulsoup4 = "^4.12.2"
httpx = "^0.25.1" httpx = "^0.25.1"
pre-commit = "^3.6.2" pre-commit = "^3.6.2"
anthropic = "^0.18.0"
[tool.poetry.group.dev.dependencies] [tool.poetry.group.dev.dependencies]
pytest = "^7.4.3" pytest = "^7.4.3"

View File

@ -2,8 +2,12 @@ import os
import traceback import traceback
from fastapi import APIRouter, WebSocket from fastapi import APIRouter, WebSocket
import openai import openai
from config import IS_PROD, SHOULD_MOCK_AI_RESPONSE from config import ANTHROPIC_API_KEY, IS_PROD, SHOULD_MOCK_AI_RESPONSE
from llm import stream_openai_response from llm import (
CODE_GENERATION_MODELS,
stream_claude_response,
stream_openai_response,
)
from openai.types.chat import ChatCompletionMessageParam from openai.types.chat import ChatCompletionMessageParam
from mock_llm import mock_completion from mock_llm import mock_completion
from typing import Dict, List, cast, get_args from typing import Dict, List, cast, get_args
@ -60,7 +64,16 @@ async def stream_code(websocket: WebSocket):
generated_code_config = "" generated_code_config = ""
if "generatedCodeConfig" in params and params["generatedCodeConfig"]: if "generatedCodeConfig" in params and params["generatedCodeConfig"]:
generated_code_config = params["generatedCodeConfig"] generated_code_config = params["generatedCodeConfig"]
print(f"Generating {generated_code_config} code")
# Read the model from the request. Fall back to default if not provided.
code_generation_model = params.get("codeGenerationModel", "gpt_4_vision")
if code_generation_model not in CODE_GENERATION_MODELS:
await throw_error(f"Invalid model: {code_generation_model}")
raise Exception(f"Invalid model: {code_generation_model}")
print(
f"Generating {generated_code_config} code using {code_generation_model} model..."
)
# Get the OpenAI API key from the request. Fall back to environment variable if not provided. # Get the OpenAI API key from the request. Fall back to environment variable if not provided.
# If neither is provided, we throw an error. # If neither is provided, we throw an error.
@ -196,6 +209,19 @@ async def stream_code(websocket: WebSocket):
completion = await mock_completion(process_chunk) completion = await mock_completion(process_chunk)
else: else:
try: try:
if code_generation_model == "claude_3_sonnet":
if not ANTHROPIC_API_KEY:
await throw_error(
"No Anthropic API key found. Please add it to backend/.env"
)
raise Exception("No Anthropic key")
completion = await stream_claude_response(
prompt_messages,
api_key=ANTHROPIC_API_KEY,
callback=lambda x: process_chunk(x),
)
else:
completion = await stream_openai_response( completion = await stream_openai_response(
prompt_messages, prompt_messages,
api_key=openai_api_key, api_key=openai_api_key,

View File

@ -35,6 +35,8 @@ import { extractHistoryTree } from "./components/history/utils";
import toast from "react-hot-toast"; import toast from "react-hot-toast";
import ImportCodeSection from "./components/ImportCodeSection"; import ImportCodeSection from "./components/ImportCodeSection";
import { Stack } from "./lib/stacks"; import { Stack } from "./lib/stacks";
import { CodeGenerationModel } from "./lib/models";
import ModelSettingsSection from "./components/ModelSettingsSection";
const IS_OPENAI_DOWN = false; const IS_OPENAI_DOWN = false;
@ -56,6 +58,7 @@ function App() {
isImageGenerationEnabled: true, isImageGenerationEnabled: true,
editorTheme: EditorTheme.COBALT, editorTheme: EditorTheme.COBALT,
generatedCodeConfig: Stack.HTML_TAILWIND, generatedCodeConfig: Stack.HTML_TAILWIND,
codeGenerationModel: CodeGenerationModel.GPT_4_VISION,
// Only relevant for hosted version // Only relevant for hosted version
isTermOfServiceAccepted: false, isTermOfServiceAccepted: false,
accessCode: null, accessCode: null,
@ -63,6 +66,10 @@ function App() {
"setting" "setting"
); );
// Code generation model from local storage or the default value
const selectedCodeGenerationModel =
settings.codeGenerationModel || CodeGenerationModel.GPT_4_VISION;
// App history // App history
const [appHistory, setAppHistory] = useState<History>([]); const [appHistory, setAppHistory] = useState<History>([]);
// Tracks the currently shown version from app history // Tracks the currently shown version from app history
@ -291,6 +298,13 @@ function App() {
})); }));
} }
function setCodeGenerationModel(codeGenerationModel: CodeGenerationModel) {
setSettings((prev) => ({
...prev,
codeGenerationModel,
}));
}
function importFromCode(code: string, stack: Stack) { function importFromCode(code: string, stack: Stack) {
setIsImportedFromCode(true); setIsImportedFromCode(true);
@ -334,6 +348,14 @@ function App() {
} }
/> />
<ModelSettingsSection
codeGenerationModel={selectedCodeGenerationModel}
setCodeGenerationModel={setCodeGenerationModel}
shouldDisableUpdates={
appState === AppState.CODING || appState === AppState.CODE_READY
}
/>
{IS_RUNNING_ON_CLOUD && {IS_RUNNING_ON_CLOUD &&
!(settings.openAiApiKey || settings.accessCode) && ( !(settings.openAiApiKey || settings.accessCode) && (
<OnboardingNote /> <OnboardingNote />

View File

@ -0,0 +1,65 @@
import {
Select,
SelectContent,
SelectGroup,
SelectItem,
SelectTrigger,
} from "./ui/select";
import {
CODE_GENERATION_MODEL_DESCRIPTIONS,
CodeGenerationModel,
} from "../lib/models";
import { Badge } from "./ui/badge";
interface Props {
codeGenerationModel: CodeGenerationModel;
setCodeGenerationModel: (codeGenerationModel: CodeGenerationModel) => void;
shouldDisableUpdates?: boolean;
}
function ModelSettingsSection({
codeGenerationModel,
setCodeGenerationModel,
shouldDisableUpdates = false,
}: Props) {
return (
<div className="flex flex-col gap-y-2 justify-between text-sm">
<div className="grid grid-cols-3 items-center gap-4">
<span>Model:</span>
<Select
value={codeGenerationModel}
onValueChange={(value: string) =>
setCodeGenerationModel(value as CodeGenerationModel)
}
disabled={shouldDisableUpdates}
>
<SelectTrigger className="col-span-2" id="output-settings-js">
<span className="font-semibold">
{CODE_GENERATION_MODEL_DESCRIPTIONS[codeGenerationModel].name}
</span>
</SelectTrigger>
<SelectContent>
<SelectGroup>
{Object.values(CodeGenerationModel).map((model) => (
<SelectItem key={model} value={model}>
<div className="flex items-center">
<span className="font-semibold">
{CODE_GENERATION_MODEL_DESCRIPTIONS[model].name}
</span>
{CODE_GENERATION_MODEL_DESCRIPTIONS[model].inBeta && (
<Badge className="ml-2" variant="secondary">
Beta
</Badge>
)}
</div>
</SelectItem>
))}
</SelectGroup>
</SelectContent>
</Select>
</div>
</div>
);
}
export default ModelSettingsSection;

View File

@ -0,0 +1,12 @@
// Keep in sync with backend (llm.py)
export enum CodeGenerationModel {
GPT_4_VISION = "gpt_4_vision",
CLAUDE_3_SONNET = "claude_3_sonnet",
}
export const CODE_GENERATION_MODEL_DESCRIPTIONS: {
[key in CodeGenerationModel]: { name: string; inBeta: boolean };
} = {
gpt_4_vision: { name: "GPT-4 Vision", inBeta: false },
claude_3_sonnet: { name: "Claude 3 Sonnet", inBeta: true },
};

View File

@ -1,4 +1,5 @@
import { Stack } from "./lib/stacks"; import { Stack } from "./lib/stacks";
import { CodeGenerationModel } from "./lib/models";
export enum EditorTheme { export enum EditorTheme {
ESPRESSO = "espresso", ESPRESSO = "espresso",
@ -12,6 +13,7 @@ export interface Settings {
isImageGenerationEnabled: boolean; isImageGenerationEnabled: boolean;
editorTheme: EditorTheme; editorTheme: EditorTheme;
generatedCodeConfig: Stack; generatedCodeConfig: Stack;
codeGenerationModel: CodeGenerationModel;
// Only relevant for hosted version // Only relevant for hosted version
isTermOfServiceAccepted: boolean; isTermOfServiceAccepted: boolean;
accessCode: string | null; accessCode: string | null;