Home/Documentation

SDK Reference

Complete reference documentation for the MemoAir Python SDK. Each resource is documented with method signatures, parameters, and working examples.

Installation

BASH
pip install memoair

Resources

Client
client.client

Initialize the MemoAir client with your API key and configuration options.

Memories
client.memories

Add conversations and retrieve episodic memory context.

Search
client.search

Semantic search and tripartite cross-graph queries with HippoRAG.

Facts
client.facts

Create and manage explicit facts as semantic triplets with temporal reasoning.

Documents
client.documents

Upload and process documents for knowledge extraction.

Agent
client.agent

Conversational agent with tool use and approval workflows.

Ontology
client.ontology

Load and manage domain-specific schemas for structured extraction.

Quick Example

main.py
PYTHON
from memoair import MemoAir, Message
 
client = MemoAir()
 
# Add a conversation to memory
client.memories.add(
    group_id="user:john",
    messages=[
        Message(content="I'm a Python developer", role_type="user"),
    ],
)
 
# Search the knowledge graph
results = client.search.tripartite(
    query="What does John do?",
    user_id="user:john",
)
 
for fact in results.get_all_facts():
    print(f"- {fact.fact}")