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OpenAI Agents Quickstart

Install​

pip install remembr openai-agents

Initialize​

from remembr import RemembrClient
from adapters.openai_agents.remembr_openai_memory import RemembrMemoryTools

client = RemembrClient(api_key="rk_demo", base_url="http://localhost:8000/api/v1")
RemembrMemoryTools.configure(client)

Store​

result = RemembrMemoryTools.store_memory(
    content="Reviewer asked for stronger evidence on rollback safety.",
    session_id="agents-session",
    tags="kind:feedback,topic:deployments",
)
print(result)
print(
    RemembrMemoryTools.search_memory(
        query="What feedback did the reviewer leave?",
        session_id="agents-session",
    )
)

Delete​

import asyncio


async def clear() -> None:
    await client.forget_session("agents-session")


asyncio.run(clear())

Real sample​

from remembr import RemembrClient
from adapters.openai_agents.remembr_openai_memory import RemembrMemoryTools

client = RemembrClient(api_key="rk_demo", base_url="http://localhost:8000/api/v1")
RemembrMemoryTools.configure(client)

print(
    RemembrMemoryTools.store_memory(
        content="Cite the benchmark regression fix in the release note.",
        session_id="writer-agent",
        tags="kind:todo,release:1.0",
    )
)
print(RemembrMemoryTools.search_memory(query="What belongs in the release note?", session_id="writer-agent"))