from membase.memory.multi_memory import MultiMemory
from membase.memory.message import Message
mm = MultiMemory(
membase_account="default",
auto_upload_to_hub=True,
preload_from_hub=True
)
msg = Message(
name="agent9527",
content="Hello! How can I help you?",
role="assistant",
metadata="help info"
)
conversation_id = 'your_conversation'
mm.add(msg, conversation_id)
๐๏ธ Single Memory Example
Manage a single conversation buffer.
from membase.memory.message import Message
from membase.memory.buffered_memory import BufferedMemory
memory = BufferedMemory(membase_account="default", auto_upload_to_hub=True)
msg = Message(
name="agent9527",
content="Hello! How can I help you?",
role="assistant",
metadata="help info"
)
memory.add(msg)
๐ Knowledge Base Example
Store and manage knowledge documents using Chroma integration.
from membase.knowledge.chroma import ChromaKnowledgeBase
from membase.knowledge.document import Document
kb = ChromaKnowledgeBase(
persist_directory="/tmp/test",
membase_account="default",
auto_upload_to_hub=True
)
doc = Document(
content="The quick brown fox jumps over the lazy dog.",
metadata={"source": "test", "date": "2025-03-05"}
)
kb.add_documents(doc)
๐ Chain Task Example
Coordinate collaborative tasks with staking and settlement on-chain.