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Update app.py
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app.py
CHANGED
@@ -2,6 +2,7 @@ import gradio as gr
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from huggingface_hub import InferenceClient
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from smolagents import DuckDuckGoSearchTool
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import re
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web_search = DuckDuckGoSearchTool()
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@@ -34,16 +35,22 @@ Never invent information. Cite sources for all facts. Use neutral, academic tone
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"""
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def process_searches(response):
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# Preserve thinking tags while processing searches
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formatted_response = response.replace("<thinking>", "\nπ THINKING PROCESS:\n").replace("</thinking>", "\n")
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searches = re.findall(r'<search>(.*?)</search>', formatted_response, re.DOTALL)
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if searches:
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queries = [q.strip() for q in searches[0].split('\n') if q.strip()]
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return None
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def respond(
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@@ -73,38 +80,54 @@ def respond(
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full_response = ""
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search_cycle = True
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search_cycle
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yield full_response
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demo = gr.ChatInterface(
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respond,
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from huggingface_hub import InferenceClient
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from smolagents import DuckDuckGoSearchTool
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import re
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import time
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web_search = DuckDuckGoSearchTool()
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"""
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def process_searches(response):
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formatted_response = response.replace("<thinking>", "\nπ THINKING PROCESS:\n").replace("</thinking>", "\n")
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searches = re.findall(r'<search>(.*?)</search>', formatted_response, re.DOTALL)
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if searches:
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queries = [q.strip() for q in searches[0].split('\n') if q.strip()]
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return queries
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return None
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def search_with_retry(query, max_retries=3, delay=2):
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for attempt in range(max_retries):
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try:
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return web_search(query)
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except Exception as e:
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if attempt < max_retries - 1:
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time.sleep(delay)
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continue
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raise
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return None
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def respond(
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full_response = ""
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search_cycle = True
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try:
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while search_cycle:
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search_cycle = False
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try:
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completion = client.chat.completions.create(
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model="Qwen/QwQ-32B",
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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stream=True
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)
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except Exception as e:
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yield f"β οΈ API Error: {str(e)}\n\nPlease check your HF token and model access."
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return
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response = ""
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for chunk in completion:
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token = chunk.choices[0].delta.content or ""
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response += token
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full_response += token
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yield full_response
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queries = process_searches(response)
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if queries:
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search_cycle = True
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messages.append({"role": "assistant", "content": response})
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search_results = []
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for query in queries:
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try:
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result = search_with_retry(query)
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search_results.append(f"π SEARCH: {query}\nRESULTS: {result}\n")
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except Exception as e:
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search_results.append(f"β οΈ Search Error: {str(e)}\nQuery: {query}")
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time.sleep(2)
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messages.append({
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"role": "user",
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"content": f"SEARCH RESULTS:\n{chr(10).join(search_results)}\nAnalyze these results..."
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})
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full_response += "\nπ Analyzing search results...\n"
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yield full_response
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except Exception as e:
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yield f"β οΈ Critical Error: {str(e)}\n\nPlease try again later."
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demo = gr.ChatInterface(
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respond,
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