Spaces:
Sleeping
Sleeping
Create solle_img_generation.py
Browse files- src/solle_img_generation.py +43 -0
src/solle_img_generation.py
ADDED
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import mimetypes
|
3 |
+
from google import genai
|
4 |
+
from google.genai import types
|
5 |
+
from .config import load_prompt_template
|
6 |
+
|
7 |
+
|
8 |
+
class imggenrator:
|
9 |
+
def __init__(self):
|
10 |
+
self.api_key = os.getenv("IMG_GEN_API_KEY")
|
11 |
+
self.model = os.getenv("model")
|
12 |
+
self.client = genai.Client(api_key=self.api_key)
|
13 |
+
|
14 |
+
# Notez que le paramètre `save_fn` n'est plus nécessaire.
|
15 |
+
def generate(self, image_path: str, user_input_text: str):
|
16 |
+
with open(image_path, "rb") as f:
|
17 |
+
image_data = f.read()
|
18 |
+
image_mime_type = mimetypes.guess_type(image_path)[0]
|
19 |
+
full_prompt = load_prompt_template(image_path, user_input_text)
|
20 |
+
contents = [
|
21 |
+
types.Content(
|
22 |
+
role="user",
|
23 |
+
parts=[
|
24 |
+
types.Part.from_bytes(data=image_data, mime_type=image_mime_type),
|
25 |
+
types.Part.from_text(text=full_prompt),
|
26 |
+
],
|
27 |
+
),
|
28 |
+
]
|
29 |
+
config = types.GenerateContentConfig(response_modalities=["IMAGE", "TEXT"])
|
30 |
+
generated_images_data = []
|
31 |
+
|
32 |
+
for chunk in self.client.models.generate_content_stream(
|
33 |
+
model=self.model,
|
34 |
+
contents=contents,
|
35 |
+
config=config,
|
36 |
+
):
|
37 |
+
if chunk.candidates and chunk.candidates[0].content and chunk.candidates[0].content.parts:
|
38 |
+
for part in chunk.candidates[0].content.parts:
|
39 |
+
if hasattr(part, "inline_data") and part.inline_data:
|
40 |
+
generated_images_data.append(part.inline_data.data)
|
41 |
+
elif hasattr(part, "text") and part.text:
|
42 |
+
print(part.text)
|
43 |
+
return generated_images_data
|