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Update app.py
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app.py
CHANGED
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@@ -39,6 +39,30 @@ class BasicAgent:
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# llm=self.llm
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# )
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OpenAI_key = os.getenv("OPEN_AI_TOKEN")
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self.llm = OpenAI(model="gpt-4o-mini", temperature=0.2, api_key=OpenAI_key)
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self.agent = AgentWorkflow.from_tools_or_functions(
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[wikipedia_search_tool, youtube_transcript_tool, youtube_transcript_snippet_tool, round_to_two_decimals_tool, text_inverter_tool, google_web_search_tool],
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# llm=self.llm
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# )
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OpenAI_key = os.getenv("OPEN_AI_TOKEN")
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agent_kwargs = {
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"prefix": (
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"You are a helpful AI assistant completing GAIA benchmark tasks.\n"
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"You MUST use the tools provided to answer the user's question. Do not answer from your own knowledge.\n"
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"Carefully analyze the question to determine the most appropriate tool to use.\n"
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"Here are guidelines for using the tools:\n"
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"- Use 'wikipedia_search' to find factual information about topics, events, people, etc. (e.g., 'Use wikipedia_search to find the population of France').\n"
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"- Use 'youtube_transcript' to extract transcripts from YouTube videos when the question requires understanding the video content. (e.g., 'Use youtube_transcript to summarize the key points of this video').\n"
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"- Use 'audio_transcriber' to transcribe uploaded audio files. (e.g., 'Use audio_transcriber to get the text from this audio recording').\n"
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"- Use 'chess_image_solver' to analyze and solve chess puzzles from images. (e.g., 'Use chess_image_solver to determine the best move in this chess position').\n"
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"- Use 'file_parser' to parse and analyze data from Excel or CSV files. (e.g., 'Use file_parser to calculate the average sales from this data').\n"
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"- Use 'vegetable_classifier_2022' to classify a list of food items and extract only the vegetables. (e.g., 'Use vegetable_classifier_2022 to get a list of the vegetables in this grocery list').\n"
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"- Use 'excel_food_sales_sum' to extract total food sales from excel files. (e.g., 'Use excel_food_sales_sum to calculate the total food sales').\n"
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"Do NOT guess or make up answers. If a tool cannot provide the answer, truthfully respond that you were unable to find the information.\n"
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),
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"suffix": (
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"Use the tools to research or calculate the answer.\n"
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"If a tool fails, explain the reason for the failure instead of hallucinating an answer.\n"
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"Provide concise and direct answers as requested in the questions. Do not add extra information unless explicitly asked for.\n"
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"For example, if asked for a number, return only the number. If asked for a list, return only the list.\n"
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),
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"max_iterations": 100,
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"verbose": false
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}
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self.llm = OpenAI(model="gpt-4o-mini", temperature=0.2, api_key=OpenAI_key)
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self.agent = AgentWorkflow.from_tools_or_functions(
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[wikipedia_search_tool, youtube_transcript_tool, youtube_transcript_snippet_tool, round_to_two_decimals_tool, text_inverter_tool, google_web_search_tool],
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