Spaces:
Runtime error
Runtime error
mrolando
commited on
Commit
·
e4129b6
1
Parent(s):
3b783d4
first commit
Browse files- .gitignore +3 -0
- Iso_Logotipo_Ceibal.png +0 -0
- app.py +115 -0
- requirements.txt +3 -0
- some_file.txt +0 -0
.gitignore
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
.env
|
2 |
+
env
|
3 |
+
/venv
|
Iso_Logotipo_Ceibal.png
ADDED
app.py
ADDED
@@ -0,0 +1,115 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# import gradio as gr
|
2 |
+
from dotenv import load_dotenv
|
3 |
+
import gradio as gr
|
4 |
+
# Load environment variables from the .env file de forma local
|
5 |
+
load_dotenv()
|
6 |
+
import base64
|
7 |
+
import requests
|
8 |
+
|
9 |
+
with open("Iso_Logotipo_Ceibal.png", "rb") as image_file:
|
10 |
+
encoded_image = base64.b64encode(image_file.read()).decode()
|
11 |
+
|
12 |
+
import os
|
13 |
+
from openai import OpenAI
|
14 |
+
|
15 |
+
client=OpenAI(api_key=os.environ["OPENAI_API_KEY"])
|
16 |
+
api_key=os.environ["OPENAI_API_KEY"]
|
17 |
+
|
18 |
+
def respond2(image,text):
|
19 |
+
# with open('some_file.txt', 'w') as f:
|
20 |
+
# f.write(processed_string)
|
21 |
+
# Function to encode the image
|
22 |
+
def encode_image(image_path):
|
23 |
+
with open(image_path, "rb") as image_file:
|
24 |
+
return base64.b64encode(image_file.read()).decode('utf-8')
|
25 |
+
|
26 |
+
# Path to your image
|
27 |
+
|
28 |
+
|
29 |
+
# Getting the base64 string
|
30 |
+
base64_image = encode_image(image)
|
31 |
+
|
32 |
+
headers = {
|
33 |
+
"Content-Type": "application/json",
|
34 |
+
"Authorization": f"Bearer {api_key}"
|
35 |
+
}
|
36 |
+
|
37 |
+
payload = {
|
38 |
+
"model": "gpt-4-vision-preview",
|
39 |
+
"messages": [
|
40 |
+
{
|
41 |
+
"role": "user",
|
42 |
+
"content": [
|
43 |
+
{
|
44 |
+
"type": "text",
|
45 |
+
"text": text
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"type": "image_url",
|
49 |
+
"image_url": {
|
50 |
+
"url": f"data:image/jpeg;base64,{base64_image}",
|
51 |
+
"detail": "low"
|
52 |
+
|
53 |
+
}
|
54 |
+
}
|
55 |
+
]
|
56 |
+
}
|
57 |
+
],
|
58 |
+
"max_tokens": 300
|
59 |
+
}
|
60 |
+
|
61 |
+
|
62 |
+
response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload)
|
63 |
+
|
64 |
+
print(response.json())
|
65 |
+
return response.json()['choices'][0]['message']['content']
|
66 |
+
|
67 |
+
|
68 |
+
|
69 |
+
|
70 |
+
with gr.Blocks() as demo:
|
71 |
+
gr.Markdown(
|
72 |
+
"""
|
73 |
+
<center>
|
74 |
+
<h1>
|
75 |
+
Uso de AI para la generación de imagenes a partir de texto.
|
76 |
+
</h1>
|
77 |
+
<img src='data:image/jpg;base64,{}' width=200px>
|
78 |
+
<h2>
|
79 |
+
Con este espacio podrás hacer que una AI describa lo que ve en una imagen al responder una pregunta sobre la misma.
|
80 |
+
</h2>
|
81 |
+
<h2>
|
82 |
+
Obtendrás mejores resultados si la pregunta se mantiene simple, por ejemplo, ¿Que se ve en la imagen?
|
83 |
+
</h2>
|
84 |
+
|
85 |
+
</center>
|
86 |
+
""".format(
|
87 |
+
encoded_image
|
88 |
+
)
|
89 |
+
)
|
90 |
+
with gr.Row():
|
91 |
+
with gr.Column():
|
92 |
+
with gr.Row():
|
93 |
+
gr.Markdown("Primero debes ingresar la pregunta para la imagen imagen:")
|
94 |
+
|
95 |
+
with gr.Row():
|
96 |
+
prompt = gr.Textbox(
|
97 |
+
label="Pregunta, debe ser simple."
|
98 |
+
)
|
99 |
+
with gr.Row():
|
100 |
+
image= gr.Image(type="filepath")
|
101 |
+
with gr.Row():
|
102 |
+
btn= gr.Button()
|
103 |
+
|
104 |
+
with gr.Column():
|
105 |
+
output = gr.TextArea(
|
106 |
+
label="Resultado"
|
107 |
+
) # Move the output up too
|
108 |
+
# examples = gr.Examples(
|
109 |
+
# inputs=[prompt]
|
110 |
+
# examples=[["Un perro en el parque", "low quality"]],
|
111 |
+
# )
|
112 |
+
btn.click(respond2,inputs=[image,prompt], outputs=output)
|
113 |
+
|
114 |
+
demo.queue()
|
115 |
+
demo.launch()
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
openai
|
2 |
+
gradio
|
3 |
+
python-dotenv
|
some_file.txt
ADDED
File without changes
|