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Update gemini_agent.py
Browse files- gemini_agent.py +132 -0
gemini_agent.py
CHANGED
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@@ -44,6 +44,10 @@ class GeminiAgent:
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# Check if question is about actors, TV shows, or movies
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if self._is_actor_or_show_question(question):
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return await self._handle_actor_show_question(question)
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# Regular text-based question
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return await self._handle_text_question(question)
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@@ -64,6 +68,134 @@ class GeminiAgent:
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]
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return any(pattern in q for pattern in actor_show_patterns)
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async def _handle_actor_show_question(self, question: str) -> str:
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"""Handle questions about actors, TV shows, and movies with enhanced search"""
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print(f"Processing actor/show question: {question[:50]}...")
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# Check if question is about actors, TV shows, or movies
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if self._is_actor_or_show_question(question):
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return await self._handle_actor_show_question(question)
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# Check if question is about music, albums, or discography
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if self._is_music_question(question):
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return await self._handle_music_question(question)
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# Regular text-based question
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return await self._handle_text_question(question)
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]
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return any(pattern in q for pattern in actor_show_patterns)
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def _is_music_question(self, question: str) -> bool:
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"""Determine if a question is about music, albums, or discography"""
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q = question.lower()
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music_patterns = [
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"album", "albums", "discography", "song", "songs", "track", "tracks",
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"musician", "singer", "artist", "band", "composer", "recorded", "released",
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"studio album", "live album", "compilation", "single", "ep"
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]
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# Check for music-related terms
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has_music_term = any(pattern in q for pattern in music_patterns)
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# Check for date ranges which are common in discography questions
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has_date_range = re.search(r'between\s+\d{4}\s+and\s+\d{4}', q) is not None
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return has_music_term or has_date_range
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async def _handle_music_question(self, question: str) -> str:
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"""Handle questions about music, albums, and discographies with enhanced search"""
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print(f"Processing music/discography question: {question[:50]}...")
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# Always try both Wikipedia and DuckDuckGo for these questions
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wiki_context = ""
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ddg_context = ""
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# Extract date range if present
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date_range = re.search(r'between\s+(\d{4})\s+and\s+(\d{4})', question.lower())
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start_year = None
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end_year = None
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if date_range:
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start_year = int(date_range.group(1))
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end_year = int(date_range.group(2))
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else:
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# Check for other date range formats
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date_range = re.search(r'from\s+(\d{4})\s+to\s+(\d{4})', question.lower())
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if date_range:
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start_year = int(date_range.group(1))
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end_year = int(date_range.group(2))
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else:
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# Check for single year with inclusion indicator
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included_year = re.search(r'(\d{4})\s*\(included\)', question.lower())
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if included_year:
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end_year = int(included_year.group(1))
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# Specifically mention Wikipedia version if specified
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wiki_version = None
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if "version of" in question.lower() and "wikipedia" in question.lower():
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version_match = re.search(r'(\d{4})\s+version\s+of\s+\w+\s+wikipedia', question.lower())
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if version_match:
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wiki_version = version_match.group(1)
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print(f"Using Wikipedia version from {wiki_version}")
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# Construct a more specific search query for discography questions
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search_query = question
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if "how many" in question.lower() and "album" in question.lower():
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# Extract artist name - look for patterns like "by [Artist Name]" or just the name before "albums"
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artist_match = re.search(r'by\s+([\w\s]+)\s+between', question)
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if not artist_match:
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artist_match = re.search(r'([\w\s]+)\s+albums', question)
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if artist_match:
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artist_name = artist_match.group(1).strip()
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search_query = f"{artist_name} complete discography studio albums {start_year if start_year else ''} to {end_year if end_year else ''}"
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print(f"Enhanced search query: {search_query}")
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try:
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wiki_context = self.wiki_tool.run(search_query)
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print("Wikipedia search completed")
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except Exception as e:
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print(f"Wikipedia tool failed: {e}")
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try:
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ddg_context = self.ddg_tool.run(search_query)
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print("DuckDuckGo search completed")
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except Exception as e:
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print(f"DuckDuckGo tool failed: {e}")
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# Combine contexts if available
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combined_context = ""
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if wiki_context and not any(x in wiki_context.lower() for x in ["not found", "no results", "does not contain"]):
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combined_context += f"Wikipedia context: {wiki_context}\n\n"
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if ddg_context and not any(x in ddg_context.lower() for x in ["not found", "no results", "does not contain"]):
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combined_context += f"Web search context: {ddg_context}\n\n"
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# Create a specialized prompt for music/discography questions
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prompt = f"""Based on the following context, answer this question about music or discography:
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Question: {question}
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{combined_context}
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"""
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# Add specific instructions for counting albums in a date range
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if "how many" in question.lower() and "album" in question.lower() and start_year and end_year:
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prompt += f"""Count ONLY the studio albums released between {start_year} and {end_year}, inclusive of both years.
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Provide ONLY the numeric count as your answer, with no additional text.
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Make sure to count each album only once, and only count studio albums (not compilations, live albums, or EPs) unless specifically asked for those."""
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else:
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prompt += "Provide ONLY the specific information requested. No explanations or additional context."
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await self._rate_limit()
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response = self.model.generate_content(
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prompt,
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generation_config=genai.types.GenerationConfig(
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max_output_tokens=50,
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temperature=0.0
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)
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)
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answer = response.text.strip()
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# Clean up the answer to extract just the number or information
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# Remove common prefixes
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prefixes = ['The answer is', 'Based on', 'According to', 'The number is', 'There were']
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for prefix in prefixes:
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if answer.lower().startswith(prefix.lower()):
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answer = answer[len(prefix):].strip()
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if answer.startswith(','):
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answer = answer[1:].strip()
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# If the question is asking for a count, extract just the number
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if "how many" in question.lower():
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# Try to extract just the number
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number_match = re.search(r'\b(\d+)\b', answer)
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if number_match:
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answer = number_match.group(1)
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return answer
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async def _handle_actor_show_question(self, question: str) -> str:
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"""Handle questions about actors, TV shows, and movies with enhanced search"""
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print(f"Processing actor/show question: {question[:50]}...")
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