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progress-memory

Python SDK for the Progress Memory backend API.

Quick start

from progress_memory import ProgressMemoryClient, ProgressMemoryConfig, AddMemoryRequest, ConversationMessage, RecallMemoryRequest

config = ProgressMemoryConfig.from_env()

async with ProgressMemoryClient(config) as client:
    await client.add_memory(
        AddMemoryRequest(
            user_id="user-1",
            agent_id="agent-1",
            messages=[
                ConversationMessage(text="What is the capital of France?", type="user"),
                ConversationMessage(text="The capital of France is Paris.", type="assistant"),
            ],
        )
    )

    memories = await client.recall_memory(
        RecallMemoryRequest(query="capital of France", user_id="user-1")
    )
    for m in memories:
        print(m.text, m.score)

Configuration

Set these environment variables:

Variable Description
PROGRESS_MEMORY_BACKEND_URL Base URL of the Progress Memory backend
PROGRESS_MEMORY_SDK_API_KEY API key (starts with pmem_d_)

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