amore 1.1.0

Python client for Amore agent memory — mem0-compatible API, Rust core via MCP

amore — Python client

mem0-compatible Python wrapper for Amore agent memory.

Install

pip install amore

Requires amore-mcp on PATH (install once via npm install -g amore-mcp).

Quick start

from amore import Memory

m = Memory()

# Store a memory
m.add("Alice prefers dark mode", user_id="alice")

# Recall
results = m.search("UI preferences", user_id="alice", limit=3)
for r in results:
    print(r["memory"], r["score"])

# List all memories for a user
all_mems = m.get_all(user_id="alice")

# Delete
m.delete(all_mems[0]["id"])

m.close()

Context manager form:

with Memory() as m:
    m.add("Bob uses vim", user_id="bob")
    hits = m.search("editor", user_id="bob")

Migration from mem0

Replace from mem0 import Memory with from amore import Memory. add, search, get_all, and delete have the same signatures.

Binary path override

m = Memory(binary="/usr/local/bin/amore-mcp")

License

Apache-2.0