forked from open-webui/open-webui
feat: dall-e integration
This commit is contained in:
Timothy J. Baek
parent
dd3a4b3889
commit
0221acd163
6 changed files with 296 additions and 64 deletions
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@ -21,7 +21,16 @@ from utils.utils import (
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from utils.misc import calculate_sha256
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from typing import Optional
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from pydantic import BaseModel
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from config import AUTOMATIC1111_BASE_URL
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from pathlib import Path
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import uuid
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import base64
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import json
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from config import CACHE_DIR, AUTOMATIC1111_BASE_URL
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IMAGE_CACHE_DIR = Path(CACHE_DIR).joinpath("./image/generations/")
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IMAGE_CACHE_DIR.mkdir(parents=True, exist_ok=True)
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app = FastAPI()
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app.add_middleware(
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@ -32,25 +41,34 @@ app.add_middleware(
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allow_headers=["*"],
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)
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app.state.ENGINE = ""
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app.state.ENABLED = False
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app.state.OPENAI_API_KEY = ""
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app.state.MODEL = ""
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app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
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app.state.ENABLED = app.state.AUTOMATIC1111_BASE_URL != ""
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app.state.IMAGE_SIZE = "512x512"
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app.state.IMAGE_STEPS = 50
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@app.get("/enabled", response_model=bool)
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async def get_enable_status(request: Request, user=Depends(get_admin_user)):
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return app.state.ENABLED
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@app.get("/config")
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async def get_config(request: Request, user=Depends(get_admin_user)):
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return {"engine": app.state.ENGINE, "enabled": app.state.ENABLED}
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@app.get("/enabled/toggle", response_model=bool)
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async def toggle_enabled(request: Request, user=Depends(get_admin_user)):
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try:
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r = requests.head(app.state.AUTOMATIC1111_BASE_URL)
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app.state.ENABLED = not app.state.ENABLED
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return app.state.ENABLED
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except Exception as e:
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
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class ConfigUpdateForm(BaseModel):
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engine: str
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enabled: bool
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@app.post("/config/update")
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async def update_config(form_data: ConfigUpdateForm, user=Depends(get_admin_user)):
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app.state.ENGINE = form_data.engine
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app.state.ENABLED = form_data.enabled
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return {"engine": app.state.ENGINE, "enabled": app.state.ENABLED}
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class UrlUpdateForm(BaseModel):
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@ -58,17 +76,24 @@ class UrlUpdateForm(BaseModel):
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@app.get("/url")
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async def get_openai_url(user=Depends(get_admin_user)):
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async def get_automatic1111_url(user=Depends(get_admin_user)):
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return {"AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL}
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@app.post("/url/update")
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async def update_openai_url(form_data: UrlUpdateForm, user=Depends(get_admin_user)):
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async def update_automatic1111_url(
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form_data: UrlUpdateForm, user=Depends(get_admin_user)
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):
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if form_data.url == "":
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app.state.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
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else:
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app.state.AUTOMATIC1111_BASE_URL = form_data.url.strip("/")
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url = form_data.url.strip("/")
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try:
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r = requests.head(url)
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app.state.AUTOMATIC1111_BASE_URL = url
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except Exception as e:
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
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return {
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"AUTOMATIC1111_BASE_URL": app.state.AUTOMATIC1111_BASE_URL,
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@ -76,6 +101,30 @@ async def update_openai_url(form_data: UrlUpdateForm, user=Depends(get_admin_use
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}
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class OpenAIKeyUpdateForm(BaseModel):
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key: str
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@app.get("/key")
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async def get_openai_key(user=Depends(get_admin_user)):
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return {"OPENAI_API_KEY": app.state.OPENAI_API_KEY}
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@app.post("/key/update")
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async def update_openai_key(
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form_data: OpenAIKeyUpdateForm, user=Depends(get_admin_user)
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):
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if form_data.key == "":
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.API_KEY_NOT_FOUND)
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app.state.OPENAI_API_KEY = form_data.key
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return {
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"OPENAI_API_KEY": app.state.OPENAI_API_KEY,
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"status": True,
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}
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class ImageSizeUpdateForm(BaseModel):
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size: str
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@ -132,9 +181,22 @@ async def update_image_size(
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@app.get("/models")
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def get_models(user=Depends(get_current_user)):
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try:
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r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models")
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models = r.json()
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return models
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if app.state.ENGINE == "openai":
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return [
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{"id": "dall-e-2", "name": "DALL·E 2"},
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{"id": "dall-e-3", "name": "DALL·E 3"},
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]
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else:
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r = requests.get(
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url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models"
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)
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models = r.json()
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return list(
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map(
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lambda model: {"id": model["title"], "name": model["model_name"]},
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models,
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)
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)
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except Exception as e:
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app.state.ENABLED = False
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
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@ -143,10 +205,12 @@ def get_models(user=Depends(get_current_user)):
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@app.get("/models/default")
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async def get_default_model(user=Depends(get_admin_user)):
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try:
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r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
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options = r.json()
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return {"model": options["sd_model_checkpoint"]}
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if app.state.ENGINE == "openai":
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return {"model": app.state.MODEL if app.state.MODEL else "dall-e-2"}
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else:
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r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
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options = r.json()
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return {"model": options["sd_model_checkpoint"]}
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except Exception as e:
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app.state.ENABLED = False
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
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@ -157,16 +221,21 @@ class UpdateModelForm(BaseModel):
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def set_model_handler(model: str):
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r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
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options = r.json()
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if model != options["sd_model_checkpoint"]:
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options["sd_model_checkpoint"] = model
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r = requests.post(
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url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", json=options
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)
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if app.state.ENGINE == "openai":
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app.state.MODEL = model
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return app.state.MODEL
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else:
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r = requests.get(url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options")
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options = r.json()
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return options
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if model != options["sd_model_checkpoint"]:
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options["sd_model_checkpoint"] = model
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r = requests.post(
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url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", json=options
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)
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return options
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@app.post("/models/default/update")
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@ -185,6 +254,24 @@ class GenerateImageForm(BaseModel):
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negative_prompt: Optional[str] = None
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def save_b64_image(b64_str):
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image_id = str(uuid.uuid4())
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file_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.png")
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try:
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# Split the base64 string to get the actual image data
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img_data = base64.b64decode(b64_str)
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# Write the image data to a file
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with open(file_path, "wb") as f:
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f.write(img_data)
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return image_id
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except Exception as e:
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print(f"Error saving image: {e}")
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return None
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@app.post("/generations")
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def generate_image(
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form_data: GenerateImageForm,
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@ -194,32 +281,82 @@ def generate_image(
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print(form_data)
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try:
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if form_data.model:
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set_model_handler(form_data.model)
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if app.state.ENGINE == "openai":
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width, height = tuple(map(int, app.state.IMAGE_SIZE.split("x")))
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headers = {}
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headers["Authorization"] = f"Bearer {app.state.OPENAI_API_KEY}"
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headers["Content-Type"] = "application/json"
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data = {
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"prompt": form_data.prompt,
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"batch_size": form_data.n,
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"width": width,
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"height": height,
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}
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data = {
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"model": app.state.MODEL if app.state.MODEL != "" else "dall-e-2",
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"prompt": form_data.prompt,
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"n": form_data.n,
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"size": form_data.size,
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"response_format": "b64_json",
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}
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if app.state.IMAGE_STEPS != None:
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data["steps"] = app.state.IMAGE_STEPS
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r = requests.post(
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url=f"https://api.openai.com/v1/images/generations",
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json=data,
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headers=headers,
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)
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if form_data.negative_prompt != None:
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data["negative_prompt"] = form_data.negative_prompt
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r.raise_for_status()
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print(data)
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res = r.json()
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r = requests.post(
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url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img",
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json=data,
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)
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images = []
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for image in res["data"]:
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image_id = save_b64_image(image["b64_json"])
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images.append({"url": f"/cache/image/generations/{image_id}.png"})
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file_body_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.json")
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with open(file_body_path, "w") as f:
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json.dump(data, f)
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return images
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else:
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if form_data.model:
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set_model_handler(form_data.model)
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width, height = tuple(map(int, app.state.IMAGE_SIZE.split("x")))
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data = {
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"prompt": form_data.prompt,
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"batch_size": form_data.n,
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"width": width,
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"height": height,
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}
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if app.state.IMAGE_STEPS != None:
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data["steps"] = app.state.IMAGE_STEPS
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if form_data.negative_prompt != None:
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data["negative_prompt"] = form_data.negative_prompt
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r = requests.post(
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url=f"{app.state.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img",
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json=data,
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)
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res = r.json()
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print(res)
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images = []
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for image in res["images"]:
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image_id = save_b64_image(image)
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images.append({"url": f"/cache/image/generations/{image_id}.png"})
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file_body_path = IMAGE_CACHE_DIR.joinpath(f"{image_id}.json")
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with open(file_body_path, "w") as f:
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json.dump({**data, "info": res["info"]}, f)
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return images
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return r.json()
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except Exception as e:
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print(e)
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raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
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@ -121,6 +121,7 @@ async def get_app_latest_release_version():
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app.mount("/static", StaticFiles(directory="static"), name="static")
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app.mount("/cache", StaticFiles(directory="data/cache"), name="cache")
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app.mount(
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@ -72,6 +72,73 @@ export const updateImageGenerationConfig = async (
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return res;
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};
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export const getOpenAIKey = async (token: string = '') => {
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let error = null;
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const res = await fetch(`${IMAGES_API_BASE_URL}/key`, {
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method: 'GET',
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headers: {
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Accept: 'application/json',
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'Content-Type': 'application/json',
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...(token && { authorization: `Bearer ${token}` })
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}
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})
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.then(async (res) => {
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if (!res.ok) throw await res.json();
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return res.json();
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})
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.catch((err) => {
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console.log(err);
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if ('detail' in err) {
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error = err.detail;
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} else {
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error = 'Server connection failed';
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}
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return null;
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});
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if (error) {
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throw error;
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}
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return res.OPENAI_API_KEY;
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};
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export const updateOpenAIKey = async (token: string = '', key: string) => {
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let error = null;
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const res = await fetch(`${IMAGES_API_BASE_URL}/key/update`, {
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method: 'POST',
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headers: {
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Accept: 'application/json',
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'Content-Type': 'application/json',
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...(token && { authorization: `Bearer ${token}` })
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},
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body: JSON.stringify({
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key: key
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})
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})
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.then(async (res) => {
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if (!res.ok) throw await res.json();
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return res.json();
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})
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.catch((err) => {
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console.log(err);
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if ('detail' in err) {
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error = err.detail;
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} else {
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error = 'Server connection failed';
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}
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return null;
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});
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if (error) {
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throw error;
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}
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return res.OPENAI_API_KEY;
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};
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export const getAUTOMATIC1111Url = async (token: string = '') => {
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let error = null;
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@ -277,13 +277,15 @@
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const generateImage = async (message) => {
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generatingImage = true;
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const res = await imageGenerations(localStorage.token, message.content);
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const res = await imageGenerations(localStorage.token, message.content).catch((error) => {
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toast.error(error);
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});
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console.log(res);
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if (res) {
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message.files = res.images.map((image) => ({
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message.files = res.map((image) => ({
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type: 'image',
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url: `data:image/png;base64,${image}`
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url: `${image.url}`
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}));
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dispatch('save', message);
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@ -14,7 +14,9 @@
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updateAUTOMATIC1111Url,
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updateImageSize,
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getImageSteps,
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updateImageSteps
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updateImageSteps,
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getOpenAIKey,
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updateOpenAIKey
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} from '$lib/apis/images';
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import { getBackendConfig } from '$lib/apis';
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const dispatch = createEventDispatcher();
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@ -27,6 +29,7 @@
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let enableImageGeneration = false;
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let AUTOMATIC1111_BASE_URL = '';
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let OPENAI_API_KEY = '';
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let selectedModel = '';
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let models = null;
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@ -97,6 +100,7 @@
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enableImageGeneration = res.enabled;
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}
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AUTOMATIC1111_BASE_URL = await getAUTOMATIC1111Url(localStorage.token);
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OPENAI_API_KEY = await getOpenAIKey(localStorage.token);
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imageSize = await getImageSize(localStorage.token);
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steps = await getImageSteps(localStorage.token);
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@ -112,6 +116,10 @@
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class="flex flex-col h-full justify-between space-y-3 text-sm"
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on:submit|preventDefault={async () => {
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loading = true;
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await updateOpenAIKey(localStorage.token, OPENAI_API_KEY);
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await updateDefaultImageGenerationModel(localStorage.token, selectedModel);
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await updateDefaultImageGenerationModel(localStorage.token, selectedModel);
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await updateImageSize(localStorage.token, imageSize).catch((error) => {
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toast.error(error);
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@ -156,10 +164,12 @@
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on:click={() => {
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if (imageGenerationEngine === '' && AUTOMATIC1111_BASE_URL === '') {
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toast.error('AUTOMATIC1111 Base URL is required.');
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enableImageGeneration = false;
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} else {
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enableImageGeneration = !enableImageGeneration;
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updateImageGeneration();
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}
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updateImageGeneration();
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}}
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type="button"
|
||||
>
|
||||
|
|
@ -172,21 +182,20 @@
|
|||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<hr class=" dark:border-gray-700" />
|
||||
|
||||
{#if imageGenerationEngine === ''}
|
||||
<hr class=" dark:border-gray-700" />
|
||||
|
||||
<div class=" mb-2.5 text-sm font-medium">AUTOMATIC1111 Base URL</div>
|
||||
<div class="flex w-full">
|
||||
<div class="flex-1 mr-2">
|
||||
<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/)"
|
||||
bind:value={AUTOMATIC1111_BASE_URL}
|
||||
/>
|
||||
</div>
|
||||
<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"
|
||||
on:click={() => {
|
||||
// updateOllamaAPIUrlHandler();
|
||||
|
|
@ -219,6 +228,17 @@
|
|||
(e.g. `sh webui.sh --api`)
|
||||
</a>
|
||||
</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 enableImageGeneration}
|
||||
|
|
@ -229,7 +249,7 @@
|
|||
<div class="flex w-full">
|
||||
<div class="flex-1 mr-2">
|
||||
<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}
|
||||
placeholder="Select a model"
|
||||
>
|
||||
|
|
@ -249,7 +269,7 @@
|
|||
<div class="flex w-full">
|
||||
<div class="flex-1 mr-2">
|
||||
<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)"
|
||||
bind:value={imageSize}
|
||||
/>
|
||||
|
|
@ -262,7 +282,7 @@
|
|||
<div class="flex w-full">
|
||||
<div class="flex-1 mr-2">
|
||||
<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)"
|
||||
bind:value={steps}
|
||||
/>
|
||||
|
|
|
|||
|
|
@ -1,18 +1,23 @@
|
|||
<script lang="ts">
|
||||
import { WEBUI_BASE_URL } from '$lib/constants';
|
||||
import ImagePreview from './ImagePreview.svelte';
|
||||
|
||||
export let src = '';
|
||||
export let alt = '';
|
||||
|
||||
let _src = '';
|
||||
|
||||
$: _src = src.startsWith('/') ? `${WEBUI_BASE_URL}${src}` : src;
|
||||
|
||||
let showImagePreview = false;
|
||||
</script>
|
||||
|
||||
<ImagePreview bind:show={showImagePreview} {src} {alt} />
|
||||
<ImagePreview bind:show={showImagePreview} src={_src} {alt} />
|
||||
<button
|
||||
on:click={() => {
|
||||
console.log('image preview');
|
||||
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>
|
||||
|
|
|
|||
Loading…
Reference in a new issue