from memory import Memory

# Initialize the memory store
memory = Memory()

# Add some sample thoughts
memory.add("Abu prefers concise Bash scripts for automating Exopid backups.", tags=["Abu", "preference"])
memory.add("Kshama is the name of Abu's AI agent.", tags=["identity", "name"])
memory.add("Abu is exploring GANs and TensorFlow with RTX 3050.", tags=["tech", "gpu", "project"])

# Query the memory
query = "What tools is Abu experimenting with?"
results = memory.query(query)

# Display results
print("\n🔎 Query Results:")
for i, entry in enumerate(results, 1):
    print(f"{i}. {entry}")