Spaces:
Sleeping
Sleeping
lodhrangpt
commited on
Commit
•
b003454
1
Parent(s):
c6e9f9f
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import pandas as pd
|
3 |
+
import pdfplumber
|
4 |
+
from fpdf import FPDF
|
5 |
+
import requests
|
6 |
+
|
7 |
+
# Function to call the Groq API
|
8 |
+
def call_groq_api(data, user_prompt):
|
9 |
+
api_url = "https://api.groq.example/modify" # Replace with your Groq API URL
|
10 |
+
headers = {
|
11 |
+
"Authorization": "Bearer YOUR_API_TOKEN", # Replace with your API token
|
12 |
+
"Content-Type": "application/json"
|
13 |
+
}
|
14 |
+
payload = {
|
15 |
+
"data": data,
|
16 |
+
"prompt": user_prompt
|
17 |
+
}
|
18 |
+
|
19 |
+
try:
|
20 |
+
response = requests.post(api_url, json=payload, headers=headers)
|
21 |
+
if response.status_code == 200:
|
22 |
+
return response.json().get("updated_data", "No updated data returned.")
|
23 |
+
else:
|
24 |
+
return f"Error from Groq API: {response.status_code} - {response.text}"
|
25 |
+
except Exception as e:
|
26 |
+
return f"Error connecting to Groq API: {str(e)}"
|
27 |
+
|
28 |
+
# Function to process uploaded files
|
29 |
+
def process_file(file, user_prompt):
|
30 |
+
if not file:
|
31 |
+
return "No file uploaded.", None
|
32 |
+
|
33 |
+
try:
|
34 |
+
# Check file type and extract data
|
35 |
+
if file.name.endswith(".xlsx") or file.name.endswith(".xls"):
|
36 |
+
df = pd.read_excel(file.name)
|
37 |
+
data = df.to_string(index=False)
|
38 |
+
elif file.name.endswith(".pdf"):
|
39 |
+
data = ""
|
40 |
+
with pdfplumber.open(file.name) as pdf:
|
41 |
+
for page in pdf.pages:
|
42 |
+
data += page.extract_text()
|
43 |
+
else:
|
44 |
+
return "Unsupported file type. Please upload Excel or PDF files.", None
|
45 |
+
|
46 |
+
# Call Groq API to modify the data
|
47 |
+
updated_data = call_groq_api(data, user_prompt)
|
48 |
+
|
49 |
+
# Generate a PDF with the updated data
|
50 |
+
pdf = FPDF()
|
51 |
+
pdf.add_page()
|
52 |
+
pdf.set_font("Arial", size=12)
|
53 |
+
for line in updated_data.split("\n"):
|
54 |
+
pdf.cell(200, 10, txt=line, ln=True)
|
55 |
+
|
56 |
+
# Save the generated PDF
|
57 |
+
pdf_file = "/mnt/data/updated_file.pdf"
|
58 |
+
pdf.output(pdf_file)
|
59 |
+
return "File processed successfully.", pdf_file
|
60 |
+
except Exception as e:
|
61 |
+
return f"An error occurred: {str(e)}", None
|
62 |
+
|
63 |
+
# Define the Gradio app interface
|
64 |
+
def gradio_interface():
|
65 |
+
with gr.Blocks() as app:
|
66 |
+
gr.Markdown("## Upload an Excel or PDF File and Modify with a Prompt")
|
67 |
+
with gr.Row():
|
68 |
+
file_input = gr.File(label="Upload File", type="file")
|
69 |
+
user_prompt = gr.Textbox(label="Enter Prompt to Modify Data")
|
70 |
+
output_msg = gr.Textbox(label="Processing Status")
|
71 |
+
file_output = gr.File(label="Download Updated PDF")
|
72 |
+
process_button = gr.Button("Process File")
|
73 |
+
|
74 |
+
process_button.click(
|
75 |
+
process_file,
|
76 |
+
inputs=[file_input, user_prompt],
|
77 |
+
outputs=[output_msg, file_output]
|
78 |
+
)
|
79 |
+
return app
|
80 |
+
|
81 |
+
app = gradio_interface()
|
82 |
+
|
83 |
+
if __name__ == "__main__":
|
84 |
+
app.launch()
|