Agno supports using Redis as a storage backend for Agents using the RedisStorage class.

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Usage

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Run Redis

Install docker desktop and run Redis on port 6379 using:

docker run --name my-redis -p 6379:6379 -d redis
redis_storage_for_agent.py
from agno.agent import Agent
from agno.storage.redis import RedisStorage
from agno.tools.duckduckgo import DuckDuckGoTools

# Initialize Redis storage with default local connection
storage = RedisStorage(
    prefix="agno_test",    # Prefix for Redis keys to namespace the sessions
    host="localhost",      # Redis host address
    port=6379,             # Redis port number
)

# Create agent with Redis storage
agent = Agent(
    storage=storage,
    tools=[DuckDuckGoTools()],
    add_history_to_messages=True,
)

agent.print_response("How many people live in Canada?")

agent.print_response("What is their national anthem called?")

# Verify storage contents
print("\nVerifying storage contents...")
all_sessions = storage.get_all_sessions()
print(f"Total sessions in Redis: {len(all_sessions)}")

if all_sessions:
    print("\nSession details:")
    session = all_sessions[0]
    print(f"Session ID: {session.session_id}")
    print(f"Messages count: {len(session.memory['messages'])}")

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Params

ParameterTypeDescriptionDefault
prefixstrPrefix for Redis keys to namespace the sessionsRequired
hoststrRedis host address"localhost"
portintRedis port number6379
dbintRedis database number0
passwordOptional[str]Redis password if authentication is requiredNone
modeOptional[Literal["agent", "team", "workflow"]]Storage mode"agent"

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Developer Resources