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Update agent.py
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agent.py
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Abhängigkeiten (requirements.txt):
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----------------------------------
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langchain==0.1.*
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langgraph
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google-generativeai
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tavily-python
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wikipedia-api
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pandas
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openpyxl
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tabulate
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"""
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import os, re, time, functools
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from typing import Dict, Any, List
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import pandas as pd
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from langgraph.graph import StateGraph, START, END, MessagesState
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from langgraph.prebuilt import ToolNode, tools_condition
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from langchain_core.messages import SystemMessage, HumanMessage
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from langchain_core.tools import tool
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from langchain_community.tools.tavily_search import TavilySearchResults
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from langchain_community.utilities.wikipedia import WikipediaAPIWrapper
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# ---------------------------------------------------------------------
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# 0) Optionale LangSmith-Tracing (setze ENV: LANGCHAIN_API_KEY)
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import os
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import re
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import time
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import functools
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from typing import Dict, Any, List
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import pandas as pd
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# LangGraph
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from langgraph.graph import StateGraph, START, END, MessagesState
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from langgraph.prebuilt import ToolNode, tools_condition
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# LangChain Core
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from langchain_core.messages import SystemMessage, HumanMessage
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from langchain_core.tools import tool
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# Google Gemini
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from langchain_google_genai import ChatGoogleGenerativeAI
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# Tools
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from langchain_community.tools.tavily_search import TavilySearchResults
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from langchain_community.utilities.wikipedia import WikipediaAPIWrapper
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# Python REPL Tool
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try:
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from langchain_experimental.tools.python.tool import PythonAstREPLTool
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except ImportError:
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from langchain.tools.python.tool import PythonAstREPLTool
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# Optional: LangSmith Tracing
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try:
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from langchain_community.tracing import configure_langsmith
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except ImportError:
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configure_langsmith = None
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# ---------------------------------------------------------------------
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# 0) Optionale LangSmith-Tracing (setze ENV: LANGCHAIN_API_KEY)
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