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import gradio as gr
import requests
import json
import os
import time
from collections import defaultdict
BASE_URL = "https://api.jigsawstack.com/v1"
headers = {
"x-api-key": os.getenv("JIGSAWSTACK_API_KEY")
}
# Rate limiting configuration
request_times = defaultdict(list)
MAX_REQUESTS = 20 # Maximum requests per time window
TIME_WINDOW = 3600 # Time window in seconds (1 hour)
def get_real_ip(request: gr.Request):
"""Extract real IP address using x-forwarded-for header or fallback"""
if not request:
return "unknown"
forwarded = request.headers.get("x-forwarded-for")
if forwarded:
ip = forwarded.split(",")[0].strip() # First IP in the list is the client's
else:
ip = request.client.host # fallback
return ip
def check_rate_limit(request: gr.Request):
"""Check if the current request exceeds rate limits"""
if not request:
return True, "Rate limit check failed - no request info"
ip = get_real_ip(request)
now = time.time()
# Clean up old timestamps outside the time window
request_times[ip] = [t for t in request_times[ip] if now - t < TIME_WINDOW]
# Check if rate limit exceeded
if len(request_times[ip]) >= MAX_REQUESTS:
time_remaining = int(TIME_WINDOW - (now - request_times[ip][0]))
time_remaining_minutes = round(time_remaining / 60, 1)
time_window_minutes = round(TIME_WINDOW / 60, 1)
return False, f"Rate limit exceeded. You can make {MAX_REQUESTS} requests per {time_window_minutes} minutes. Try again in {time_remaining_minutes} minutes."
# Add current request timestamp
request_times[ip].append(now)
return True, ""
# ----------------- JigsawStack API Wrasppers ------------------
def summarize(text, url, file_store_key, summary_type, max_points, max_characters, request: gr.Request):
"""Summarize text, URL, or file store key using JigsawStack Summary API"""
# Check rate limit first
rate_limit_ok, rate_limit_msg = check_rate_limit(request)
if not rate_limit_ok:
return rate_limit_msg
# Validate that at least one input method is provided
if not text and not url and not file_store_key:
return "Error: Please provide either text, URL, or file store key"
payload = {}
# Add text if provided
if text and text.strip():
payload["text"] = text.strip()
# Add URL if provided
if url and url.strip():
payload["url"] = url.strip()
# Add file store key if provided
if file_store_key and file_store_key.strip():
payload["file_store_key"] = file_store_key.strip()
# Add summary type
if summary_type:
payload["type"] = summary_type
# Add max points if provided and type is points
if summary_type == "points" and max_points:
try:
max_points_int = int(max_points)
if 1 <= max_points_int <= 100:
payload["max_points"] = max_points_int
else:
return "Error: max_points must be between 1 and 100"
except ValueError:
return "Error: max_points must be a valid number"
# Add max characters if provided
if max_characters:
try:
max_chars_int = int(max_characters)
if max_chars_int > 0:
payload["max_characters"] = max_chars_int
else:
return "Error: max_characters must be greater than 0"
except ValueError:
return "Error: max_characters must be a valid number"
try:
r = requests.post(f"{BASE_URL}/ai/summary", headers=headers, json=payload)
r.raise_for_status()
result = r.json()
if not result.get("success"):
return f"Error: {result.get('message', 'Unknown error')}"
summary = result.get("summary", "")
# Format the output based on type
if summary_type == "points" and isinstance(summary, list):
return "\n• " + "\n• ".join(summary)
else:
return summary
except requests.exceptions.RequestException as req_err:
return f"Request failed: {str(req_err)}"
except Exception as e:
return f"Unexpected error: {str(e)}"
# ----------------- Gradio UI ------------------
with gr.Blocks() as demo:
gr.Markdown("""
<div style='text-align: center; margin-bottom: 24px;'>
<h1 style='font-size:2.2em; margin-bottom: 0.2em;'>🧩 Text Summarizer</h1>
<p style='font-size:1.2em; margin-top: 0;'>Generate concise, intelligent summaries of text, URLs, or stored documents with multiple output formats.</p>
<p style='font-size:1em; margin-top: 0.5em;'>For more details and API usage, see the <a href='https://jigsawstack.com/docs/api-reference/ai/summary' target='_blank'>documentation</a>.</p>
</div>
""")
with gr.Row():
with gr.Column():
gr.Markdown("#### Input Method (select one)")
input_method = gr.Radio(
choices=["Text", "URL", "File Store Key"],
label="Choose Input Method",
value="Text"
)
# Conditional inputs based on selection
long_text = gr.Textbox(label="Text to Summarize", lines=8, placeholder="Enter your text here...")
url_input = gr.Textbox(label="Document URL (PDF)", placeholder="https://example.com/document.pdf", visible=False)
file_key = gr.Textbox(label="File Store Key", placeholder="your-file-store-key", visible=False)
with gr.Column():
gr.Markdown("#### Summary Options")
summary_type = gr.Radio(
choices=["text", "points"],
label="Summary Format",
value="text",
info="Text: continuous paragraph | Points: bullet points"
)
max_points = gr.Slider(
label="Max Points (2-100)",
value=5,
minimum=2,
maximum=100,
step=1,
info="Only applies when format is 'points'"
)
max_characters = gr.Number(
label="Max Characters",
value=200,
minimum=1,
info="Optional: limit summary length"
)
summary_btn = gr.Button("Generate Summary", variant="primary")
summary = gr.Textbox(label="Generated Summary", lines=10)
# Function to show/hide input groups based on selection
def update_input_visibility(method):
if method == "Text":
return gr.Textbox(visible=True), gr.Textbox(visible=False), gr.Textbox(visible=False)
elif method == "URL":
return gr.Textbox(visible=False), gr.Textbox(visible=True), gr.Textbox(visible=False)
elif method == "File Store Key":
return gr.Textbox(visible=False), gr.Textbox(visible=False), gr.Textbox(visible=True)
else:
return gr.Textbox(visible=True), gr.Textbox(visible=False), gr.Textbox(visible=False)
input_method.change(
update_input_visibility,
inputs=input_method,
outputs=[long_text, url_input, file_key]
)
summary_btn.click(
summarize,
inputs=[long_text, url_input, file_key, summary_type, max_points, max_characters],
outputs=summary
)
demo.launch() |