feat: dall-e integration

This commit is contained in:
Timothy J. Baek 2024-03-08 17:38:10 -08:00
parent dd3a4b3889
commit 0221acd163
6 changed files with 296 additions and 64 deletions

View file

@ -21,7 +21,16 @@ from utils.utils import (
from utils.misc import calculate_sha256 from utils.misc import calculate_sha256
from typing import Optional from typing import Optional
from pydantic import BaseModel from pydantic import BaseModel
from config import AUTOMATIC1111_BASE_URL from pathlib import Path
import uuid
import base64
import json
from config import CACHE_DIR, AUTOMATIC1111_BASE_URL
IMAGE_CACHE_DIR = Path(CACHE_DIR).joinpath("./image/generations/")
IMAGE_CACHE_DIR.mkdir(parents=True, exist_ok=True)
app = FastAPI() app = FastAPI()
app.add_middleware( app.add_middleware(
@ -32,25 +41,34 @@ app.add_middleware(
allow_headers=["*"], allow_headers=["*"],
) )
app.state.ENGINE = ""
app.state.ENABLED = False
app.state.OPENAI_API_KEY = ""
app.state.MODEL = ""
app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
app.state.ENABLED = app.state.AUTOMATIC1111_BASE_URL != ""
app.state.IMAGE_SIZE = "512x512" app.state.IMAGE_SIZE = "512x512"
app.state.IMAGE_STEPS = 50 app.state.IMAGE_STEPS = 50
@app.get("/enabled", response_model=bool) @app.get("/config")
async def get_enable_status(request: Request, user=Depends(get_admin_user)): async def get_config(request: Request, user=Depends(get_admin_user)):
return app.state.ENABLED return {"engine": app.state.ENGINE, "enabled": app.state.ENABLED}
@app.get("/enabled/toggle", response_model=bool) class ConfigUpdateForm(BaseModel):
async def toggle_enabled(request: Request, user=Depends(get_admin_user)): engine: str
try: enabled: bool
r = requests.head(app.state.AUTOMATIC1111_BASE_URL)
app.state.ENABLED = not app.state.ENABLED
return app.state.ENABLED @app.post("/config/update")
except Exception as e: async def update_config(form_data: ConfigUpdateForm, user=Depends(get_admin_user)):
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) app.state.ENGINE = form_data.engine
app.state.ENABLED = form_data.enabled
return {"engine": app.state.ENGINE, "enabled": app.state.ENABLED}
class UrlUpdateForm(BaseModel): class UrlUpdateForm(BaseModel):
@ -58,17 +76,24 @@ class UrlUpdateForm(BaseModel):
@app.get("/url") @app.get("/url")
async def get_openai_url(user=Depends(get_admin_user)): async def get_automatic1111_url(user=Depends(get_admin_user)):
return {"AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL} return {"AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL}
@app.post("/url/update") @app.post("/url/update")
async def update_openai_url(form_data: UrlUpdateForm, user=Depends(get_admin_user)): async def update_automatic1111_url(
form_data: UrlUpdateForm, user=Depends(get_admin_user)
):
if form_data.url == "": if form_data.url == "":
app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
else: else:
app.state.AUTOMATIC1111_BASE_URL = form_data.url.strip("/") url = form_data.url.strip("/")
try:
r = requests.head(url)
app.state.AUTOMATIC1111_BASE_URL = url
except Exception as e:
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
return { return {
"AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL, "AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL,
@ -76,6 +101,30 @@ async def update_openai_url(form_data: UrlUpdateForm, user=Depends(get_admin_use
} }
class OpenAIKeyUpdateForm(BaseModel):
key: str
@app.get("/key")
async def get_openai_key(user=Depends(get_admin_user)):
return {"OPENAI_API_KEY": app.state.OPENAI_API_KEY}
@app.post("/key/update")
async def update_openai_key(
form_data: OpenAIKeyUpdateForm, user=Depends(get_admin_user)
):
if form_data.key == "":
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.API_KEY_NOT_FOUND)
app.state.OPENAI_API_KEY = form_data.key
return {
"OPENAI_API_KEY": app.state.OPENAI_API_KEY,
"status": True,
}
class ImageSizeUpdateForm(BaseModel): class ImageSizeUpdateForm(BaseModel):
size: str size: str
@ -132,9 +181,22 @@ async def update_image_size(
@app.get("/models") @app.get("/models")
def get_models(user=Depends(get_current_user)): def get_models(user=Depends(get_current_user)):
try: try:
r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models") if app.state.ENGINE == "openai":
models = r.json() return [
return models {"id": "dall-e-2", "name": "DALL·E 2"},
{"id": "dall-e-3", "name": "DALL·E 3"},
]
else:
r = requests.get(
url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models"
)
models = r.json()
return list(
map(
lambda model: {"id": model["title"], "name": model["model_name"]},
models,
)
)
except Exception as e: except Exception as e:
app.state.ENABLED = False app.state.ENABLED = False
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
@ -143,10 +205,12 @@ def get_models(user=Depends(get_current_user)):
@app.get("/models/default") @app.get("/models/default")
async def get_default_model(user=Depends(get_admin_user)): async def get_default_model(user=Depends(get_admin_user)):
try: try:
r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options") if app.state.ENGINE == "openai":
options = r.json() return {"model": app.state.MODEL if app.state.MODEL else "dall-e-2"}
else:
return {"model": options["sd_model_checkpoint"]} r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
options = r.json()
return {"model": options["sd_model_checkpoint"]}
except Exception as e: except Exception as e:
app.state.ENABLED = False app.state.ENABLED = False
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
@ -157,16 +221,21 @@ class UpdateModelForm(BaseModel):
def set_model_handler(model: str): def set_model_handler(model: str):
r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
options = r.json()
if model != options["sd_model_checkpoint"]: if app.state.ENGINE == "openai":
options["sd_model_checkpoint"] = model app.state.MODEL = model
r = requests.post( return app.state.MODEL
url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", json=options else:
) r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
options = r.json()
return options if model != options["sd_model_checkpoint"]:
options["sd_model_checkpoint"] = model
r = requests.post(
url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", json=options
)
return options
@app.post("/models/default/update") @app.post("/models/default/update")
@ -185,6 +254,24 @@ class GenerateImageForm(BaseModel):
negative_prompt: Optional[str] = None negative_prompt: Optional[str] = None
def save_b64_image(b64_str):
image_id = str(uuid.uuid4())
file_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.png")
try:
# Split the base64 string to get the actual image data
img_data = base64.b64decode(b64_str)
# Write the image data to a file
with open(file_path, "wb") as f:
f.write(img_data)
return image_id
except Exception as e:
print(f"Error saving image: {e}")
return None
@app.post("/generations") @app.post("/generations")
def generate_image( def generate_image(
form_data: GenerateImageForm, form_data: GenerateImageForm,
@ -194,32 +281,82 @@ def generate_image(
print(form_data) print(form_data)
try: try:
if form_data.model: if app.state.ENGINE == "openai":
set_model_handler(form_data.model)
width, height = tuple(map(int, app.state.IMAGE_SIZE.split("x"))) headers = {}
headers["Authorization"] = f"Bearer {app.state.OPENAI_API_KEY}"
headers["Content-Type"] = "application/json"
data = { data = {
"prompt": form_data.prompt, "model": app.state.MODEL if app.state.MODEL != "" else "dall-e-2",
"batch_size": form_data.n, "prompt": form_data.prompt,
"width": width, "n": form_data.n,
"height": height, "size": form_data.size,
} "response_format": "b64_json",
}
if app.state.IMAGE_STEPS != None: r = requests.post(
data["steps"] = app.state.IMAGE_STEPS url=f"https://api.openai.com/v1/images/generations",
json=data,
headers=headers,
)
if form_data.negative_prompt != None: r.raise_for_status()
data["negative_prompt"] = form_data.negative_prompt
print(data) res = r.json()
r = requests.post( images = []
url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img",
json=data, for image in res["data"]:
) image_id = save_b64_image(image["b64_json"])
images.append({"url": f"/cache/image/generations/{image_id}.png"})
file_body_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.json")
with open(file_body_path, "w") as f:
json.dump(data, f)
return images
else:
if form_data.model:
set_model_handler(form_data.model)
width, height = tuple(map(int, app.state.IMAGE_SIZE.split("x")))
data = {
"prompt": form_data.prompt,
"batch_size": form_data.n,
"width": width,
"height": height,
}
if app.state.IMAGE_STEPS != None:
data["steps"] = app.state.IMAGE_STEPS
if form_data.negative_prompt != None:
data["negative_prompt"] = form_data.negative_prompt
r = requests.post(
url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img",
json=data,
)
res = r.json()
print(res)
images = []
for image in res["images"]:
image_id = save_b64_image(image)
images.append({"url": f"/cache/image/generations/{image_id}.png"})
file_body_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.json")
with open(file_body_path, "w") as f:
json.dump({**data, "info": res["info"]}, f)
return images
return r.json()
except Exception as e: except Exception as e:
print(e) print(e)
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))

View file

@ -121,6 +121,7 @@ async def get_app_latest_release_version():
app.mount("/static", StaticFiles(directory="static"), name="static") app.mount("/static", StaticFiles(directory="static"), name="static")
app.mount("/cache", StaticFiles(directory="data/cache"), name="cache")
app.mount( app.mount(

View file

@ -72,6 +72,73 @@ export const updateImageGenerationConfig = async (
return res; return res;
}; };
export const getOpenAIKey = async (token: string = '') => {
let error = null;
const res = await fetch(`${IMAGES_API_BASE_URL}/key`, {
method: 'GET',
headers: {
Accept: 'application/json',
'Content-Type': 'application/json',
...(token && { authorization: `Bearer ${token}` })
}
})
.then(async (res) => {
if (!res.ok) throw await res.json();
return res.json();
})
.catch((err) => {
console.log(err);
if ('detail' in err) {
error = err.detail;
} else {
error = 'Server connection failed';
}
return null;
});
if (error) {
throw error;
}
return res.OPENAI_API_KEY;
};
export const updateOpenAIKey = async (token: string = '', key: string) => {
let error = null;
const res = await fetch(`${IMAGES_API_BASE_URL}/key/update`, {
method: 'POST',
headers: {
Accept: 'application/json',
'Content-Type': 'application/json',
...(token && { authorization: `Bearer ${token}` })
},
body: JSON.stringify({
key: key
})
})
.then(async (res) => {
if (!res.ok) throw await res.json();
return res.json();
})
.catch((err) => {
console.log(err);
if ('detail' in err) {
error = err.detail;
} else {
error = 'Server connection failed';
}
return null;
});
if (error) {
throw error;
}
return res.OPENAI_API_KEY;
};
export const getAUTOMATIC1111Url = async (token: string = '') => { export const getAUTOMATIC1111Url = async (token: string = '') => {
let error = null; let error = null;

View file

@ -277,13 +277,15 @@
const generateImage = async (message) => { const generateImage = async (message) => {
generatingImage = true; generatingImage = true;
const res = await imageGenerations(localStorage.token, message.content); const res = await imageGenerations(localStorage.token, message.content).catch((error) => {
toast.error(error);
});
console.log(res); console.log(res);
if (res) { if (res) {
message.files = res.images.map((image) => ({ message.files = res.map((image) => ({
type: 'image', type: 'image',
url: `data:image/png;base64,${image}` url: `${image.url}`
})); }));
dispatch('save', message); dispatch('save', message);

View file

@ -14,7 +14,9 @@
updateAUTOMATIC1111Url, updateAUTOMATIC1111Url,
updateImageSize, updateImageSize,
getImageSteps, getImageSteps,
updateImageSteps updateImageSteps,
getOpenAIKey,
updateOpenAIKey
} from '$lib/apis/images'; } from '$lib/apis/images';
import { getBackendConfig } from '$lib/apis'; import { getBackendConfig } from '$lib/apis';
const dispatch = createEventDispatcher(); const dispatch = createEventDispatcher();
@ -27,6 +29,7 @@
let enableImageGeneration = false; let enableImageGeneration = false;
let AUTOMATIC1111_BASE_URL = ''; let AUTOMATIC1111_BASE_URL = '';
let OPENAI_API_KEY = '';
let selectedModel = ''; let selectedModel = '';
let models = null; let models = null;
@ -97,6 +100,7 @@
enableImageGeneration = res.enabled; enableImageGeneration = res.enabled;
} }
AUTOMATIC1111_BASE_URL = await getAUTOMATIC1111Url(localStorage.token); AUTOMATIC1111_BASE_URL = await getAUTOMATIC1111Url(localStorage.token);
OPENAI_API_KEY = await getOpenAIKey(localStorage.token);
imageSize = await getImageSize(localStorage.token); imageSize = await getImageSize(localStorage.token);
steps = await getImageSteps(localStorage.token); steps = await getImageSteps(localStorage.token);
@ -112,6 +116,10 @@
class="flex flex-col h-full justify-between space-y-3 text-sm" class="flex flex-col h-full justify-between space-y-3 text-sm"
on:submit|preventDefault={async () => { on:submit|preventDefault={async () => {
loading = true; loading = true;
await updateOpenAIKey(localStorage.token, OPENAI_API_KEY);
await updateDefaultImageGenerationModel(localStorage.token, selectedModel);
await updateDefaultImageGenerationModel(localStorage.token, selectedModel); await updateDefaultImageGenerationModel(localStorage.token, selectedModel);
await updateImageSize(localStorage.token, imageSize).catch((error) => { await updateImageSize(localStorage.token, imageSize).catch((error) => {
toast.error(error); toast.error(error);
@ -156,10 +164,12 @@
on:click={() => { on:click={() => {
if (imageGenerationEngine === '' && AUTOMATIC1111_BASE_URL === '') { if (imageGenerationEngine === '' && AUTOMATIC1111_BASE_URL === '') {
toast.error('AUTOMATIC1111 Base URL is required.'); toast.error('AUTOMATIC1111 Base URL is required.');
enableImageGeneration = false;
} else { } else {
enableImageGeneration = !enableImageGeneration; enableImageGeneration = !enableImageGeneration;
updateImageGeneration();
} }
updateImageGeneration();
}} }}
type="button" type="button"
> >
@ -172,21 +182,20 @@
</div> </div>
</div> </div>
</div> </div>
<hr class=" dark:border-gray-700" />
{#if imageGenerationEngine === ''} {#if imageGenerationEngine === ''}
<hr class=" dark:border-gray-700" />
<div class=" mb-2.5 text-sm font-medium">AUTOMATIC1111 Base URL</div> <div class=" mb-2.5 text-sm font-medium">AUTOMATIC1111 Base URL</div>
<div class="flex w-full"> <div class="flex w-full">
<div class="flex-1 mr-2"> <div class="flex-1 mr-2">
<input <input
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none" class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter URL (e.g. http://127.0.0.1:7860/)" placeholder="Enter URL (e.g. http://127.0.0.1:7860/)"
bind:value={AUTOMATIC1111_BASE_URL} bind:value={AUTOMATIC1111_BASE_URL}
/> />
</div> </div>
<button <button
class="px-3 bg-gray-200 hover:bg-gray-300 dark:bg-gray-600 dark:hover:bg-gray-700 rounded transition" class="px-3 bg-gray-200 hover:bg-gray-300 dark:bg-gray-600 dark:hover:bg-gray-700 rounded-lg transition"
type="button" type="button"
on:click={() => { on:click={() => {
// updateOllamaAPIUrlHandler(); // updateOllamaAPIUrlHandler();
@ -219,6 +228,17 @@
(e.g. `sh webui.sh --api`) (e.g. `sh webui.sh --api`)
</a> </a>
</div> </div>
{:else if imageGenerationEngine === 'openai'}
<div class=" mb-2.5 text-sm font-medium">OpenAI API Key</div>
<div class="flex w-full">
<div class="flex-1 mr-2">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter API Key"
bind:value={OPENAI_API_KEY}
/>
</div>
</div>
{/if} {/if}
{#if enableImageGeneration} {#if enableImageGeneration}
@ -229,7 +249,7 @@
<div class="flex w-full"> <div class="flex w-full">
<div class="flex-1 mr-2"> <div class="flex-1 mr-2">
<select <select
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none" class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
bind:value={selectedModel} bind:value={selectedModel}
placeholder="Select a model" placeholder="Select a model"
> >
@ -249,7 +269,7 @@
<div class="flex w-full"> <div class="flex w-full">
<div class="flex-1 mr-2"> <div class="flex-1 mr-2">
<input <input
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none" class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Image Size (e.g. 512x512)" placeholder="Enter Image Size (e.g. 512x512)"
bind:value={imageSize} bind:value={imageSize}
/> />
@ -262,7 +282,7 @@
<div class="flex w-full"> <div class="flex w-full">
<div class="flex-1 mr-2"> <div class="flex-1 mr-2">
<input <input
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none" class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Number of Steps (e.g. 50)" placeholder="Enter Number of Steps (e.g. 50)"
bind:value={steps} bind:value={steps}
/> />

View file

@ -1,18 +1,23 @@
<script lang="ts"> <script lang="ts">
import { WEBUI_BASE_URL } from '$lib/constants';
import ImagePreview from './ImagePreview.svelte'; import ImagePreview from './ImagePreview.svelte';
export let src = ''; export let src = '';
export let alt = ''; export let alt = '';
let _src = '';
$: _src = src.startsWith('/') ? `${WEBUI_BASE_URL}${src}` : src;
let showImagePreview = false; let showImagePreview = false;
</script> </script>
<ImagePreview bind:show={showImagePreview} {src} {alt} /> <ImagePreview bind:show={showImagePreview} src={_src} {alt} />
<button <button
on:click={() => { on:click={() => {
console.log('image preview'); console.log('image preview');
showImagePreview = true; showImagePreview = true;
}} }}
> >
<img {src} {alt} class=" max-h-96 rounded-lg" draggable="false" /> <img src={_src} {alt} class=" max-h-96 rounded-lg" draggable="false" />
</button> </button>