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Browse files- app.py +134 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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import requests
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import json
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import os
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BASE_URL = "https://api.jigsawstack.com/v1"
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headers = {
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"x-api-key": os.getenv("JIGSAWSTACK_API_KEY")
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}
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def detect_objects(image_url=None, file_store_key=None):
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if not image_url and not file_store_key:
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return "β Please provide either an image URL or file store key.", [], "", ""
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if image_url and file_store_key:
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return "β Provide only one: image URL or file store key.", [], "", ""
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try:
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payload = {}
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if image_url:
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payload["url"] = image_url
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if file_store_key:
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payload["file_store_key"] = file_store_key
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response = requests.post(f"{BASE_URL}/ai/object_detection", headers=headers, json=payload)
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if response.status_code != 200:
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return f"β Error: {response.status_code} - {response.text}", [], "", ""
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result = response.json()
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if not result.get("success"):
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return "β Detection failed.", [], "", ""
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status = "β
Detection successful!"
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tags = result.get("tags", [])
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objects = result.get("objects", [])
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description = f"Image Size: {result.get('width')} x {result.get('height')}\n\n"
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for obj in objects:
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bounds = obj.get("bounds", {})
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bound_text = ""
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if bounds.get("top_left") and bounds.get("top_right"):
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tl = bounds["top_left"]
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tr = bounds["top_right"]
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bound_text = f"Bounds: ({tl['x']}, {tl['y']}) to ({tr['x']}, {tr['y']})"
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description += f"β’ {obj['name']} (Confidence: {obj['confidence']:.2f})\n {bound_text}\n"
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raw_json = json.dumps(result, indent=2)
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return status, tags, description.strip(), raw_json
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except Exception as e:
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return f"β Error: {str(e)}", [], "", ""
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def web_ai_search(query, ai_overview, safe_search, spell_check, deep_research, max_depth, max_breadth, max_output_tokens, target_output_tokens):
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if not query or not query.strip():
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return "β Please enter a search query.", "", [], ""
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payload = {
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"query": query.strip(),
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"ai_overview": ai_overview,
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"safe_search": safe_search,
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"spell_check": spell_check
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}
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if deep_research:
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payload["deep_research"] = True
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config = {
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"max_depth": max_depth if max_depth is not None else 3,
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"max_breadth": max_breadth if max_breadth is not None else 3,
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"max_output_tokens": max_output_tokens if max_output_tokens is not None else 32000
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}
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if target_output_tokens is not None and target_output_tokens != "":
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config["target_output_tokens"] = target_output_tokens
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payload["deep_research_config"] = config
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try:
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response = requests.post(f"{BASE_URL}/web/search", headers=headers, json=payload)
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if response.status_code != 200:
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return f"β Error: {response.status_code} - {response.text}", "", [], ""
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result = response.json()
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if not result.get("success"):
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return "β Search failed.", "", [], ""
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status = "β
Search successful!"
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overview = result.get("ai_overview", "")
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results = result.get("results", [])
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# Format results for display
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formatted_results = []
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for r in results:
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title = r.get("title", "")
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url = r.get("url", "")
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snippet = r.get("snippet", "")
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formatted_results.append(f"{title}\n{url}\n{snippet}")
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raw_json = json.dumps(result, indent=2)
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return status, overview, formatted_results, raw_json
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except Exception as e:
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return f"β Error: {str(e)}", "", [], ""
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with gr.Blocks() as demo:
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gr.Markdown("""
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<div style='text-align: center; margin-bottom: 24px;'>
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<h1 style='font-size:2.2em; margin-bottom: 0.2em;'>π Web AI Search</h1>
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<p style='font-size:1.2em; margin-top: 0;'>Effortlessly search the web and get high-quality results powered by AI.</p>
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<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/web/ai-search' target='_blank'>documentation</a>.</p>
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</div>
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""")
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with gr.Row():
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with gr.Column():
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search_query = gr.Textbox(label="Search Query", placeholder="Type your search here...")
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ai_overview = gr.Checkbox(label="AI Overview", value=True)
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safe_search = gr.Dropdown(choices=["moderate", "strict", "off"], value="moderate", label="Safe Search")
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spell_check = gr.Checkbox(label="Spell Check", value=True)
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deep_research = gr.Checkbox(label="Deep Research", value=False)
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with gr.Group(visible=False) as deep_research_group:
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max_depth = gr.Number(label="Max Depth", value=3, precision=0)
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max_breadth = gr.Number(label="Max Breadth", value=3, precision=0)
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max_output_tokens = gr.Number(label="Max Output Tokens", value=32000, precision=0)
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target_output_tokens = gr.Number(label="Target Output Tokens (optional)", value=None, precision=0)
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search_btn = gr.Button("π Search")
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search_clear_btn = gr.Button("Clear")
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with gr.Column():
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search_status = gr.Textbox(label="Status", interactive=False)
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overview_box = gr.Textbox(label="AI Overview", lines=4, interactive=False)
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results_box = gr.Dataframe(headers=["Result"], label="Results", interactive=False)
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search_json_box = gr.Accordion("Raw JSON Response", open=False)
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with search_json_box:
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search_json_output = gr.Textbox(show_label=False, lines=20, interactive=False)
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def toggle_deep_research(checked):
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return {deep_research_group: gr.update(visible=checked)}
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deep_research.change(fn=toggle_deep_research, inputs=deep_research, outputs=deep_research_group)
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def on_search(query, overview, safe, spell, deep, d_depth, d_breadth, d_tokens, d_target):
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return web_ai_search(query, overview, safe, spell, deep, d_depth, d_breadth, d_tokens, d_target)
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search_btn.click(fn=on_search, inputs=[search_query, ai_overview, safe_search, spell_check, deep_research, max_depth, max_breadth, max_output_tokens, target_output_tokens],
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outputs=[search_status, overview_box, results_box, search_json_output])
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def clear_search():
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return "", "", [], ""
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search_clear_btn.click(fn=clear_search, inputs=[], outputs=[search_query, overview_box, results_box, search_json_output])
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demo.launch()
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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|
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|
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|
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1 |
+
gradio
|
2 |
+
requests
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3 |
+
Pillow
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