42 lines
1.2 KiB
Python
42 lines
1.2 KiB
Python
import os
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import argparse
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from dotenv import load_dotenv
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from vectorstore import VectorStore
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from agent import get_agent
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def main():
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load_dotenv()
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parser = argparse.ArgumentParser(description="RAG Agent CLI")
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parser.add_argument("--docs_dir", type=str, default=None, help="Directory with documents to load")
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args = parser.parse_args()
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vectorstore = VectorStore()
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if args.docs_dir:
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if os.path.isdir(args.docs_dir):
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print(f"Loading documents from {args.docs_dir}...")
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vectorstore.add_documents(args.docs_dir)
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print("Documents loaded and indexed.")
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else:
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print(f"Documents directory {args.docs_dir} does not exist.")
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agent = get_agent(vectorstore)
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print("RAG Agent ready. Type your query or 'exit' to quit.")
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try:
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while True:
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query = input("You: ")
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if query.lower() in ("exit", "quit"):
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print("Goodbye!")
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break
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try:
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response = agent.run(query)
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print(f"Agent: {response}")
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except Exception as e:
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print(f"Error: {e}")
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except KeyboardInterrupt:
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print("\nInterrupted. Exiting.")
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if __name__ == "__main__":
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main()
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