Documentation

# 1. Install
pip install agentverse-memory

# 2. Connect
from agentverse_memory import MemoryClient

client = MemoryClient(api_key="your-api-key")
agent = client.agent("my-agent-id")

# 3. Write — no LLM calls; sub-ms in-process engine write op
agent.add("Alice approved the Q3 budget on Tuesday")
agent.add("Bob manages Alice and owns account #204")

# 4. Recall — semantic search
memories = agent.recall("budget decisions")

# 5. Graph query — multi-hop reasoning
result = agent.graph_query(
    "MATCH (a:Person)-[:MANAGES]->(b:Person) RETURN a, b"
)

# 6. Pheromone retrieval — frequency-biased
hot = agent.recall("Q3", mode="pheromone")