unimemory 1.0.1

UniMemory SDK — The memory layer for AI applications

UniMemory Python SDK

Official Python SDK for the UniMemory API.

Installation

pip install unimemory

Quick Start

from unimemory import UniMemory, CreateMemoryOptions, IngestTextOptions, SearchOptions

client = UniMemory(api_key="um_live_...")

# Store an explicit memory (no LLM, deterministic)
result = client.add(CreateMemoryOptions(content="User prefers dark mode", tags=["preference"]))
print(result.id)

# Ingest text — LLM extracts memories in the background
resp = client.ingest_text(IngestTextOptions(content="We discussed the new API design..."))
print(resp.source_id)

# Search memories
results = client.search("What theme does the user prefer?")
for r in results.results:
    print(r.content, r.salience)

# List, get, update, delete
memories = client.list(limit=10)
memory = client.get(memories.memories[0].id)
client.delete(memory.id)

API Reference

Method	Description
add(options)	Store explicit memory (no LLM)
list(limit, offset, user_id, sector)	List memories
get(memory_id)	Get single memory
update(memory_id, options)	Update tags/salience/metadata
delete(memory_id)	Delete memory
search(query, options)	Semantic search
ingest_text(options)	Ingest text (LLM extraction)
ingest_chat(options)	Ingest chat messages
ingest_document(options)	Ingest document

Documentation

Full documentation at https://docs.unimemory.app