vektori 0.1.1

AI Memory that Actually Works — Graph-based memory for LLM applications

Vektori Python SDK

AI Memory that Actually Works — Graph-based memory for LLM applications.

Installation

pip install vektori

Quick Start

from vektori import Vektori

# Cloud
memory = Vektori(api_key="vk_your_key")

# Self-hosted
memory = Vektori(url="http://localhost:8080")

# Store memories
memory.ingest(
    user_id="user_123",
    messages=[
        {"role": "user", "content": "I love pizza"},
        {"role": "assistant", "content": "Noted!"}
    ]
)

# Retrieve context
result = memory.retrieve(user_id="user_123", query="favorite food")
print(result.context)  # "User loves pizza"

Documentation

Full documentation: https://docs.vektori.cloud

License

MIT