vector

Pydantic AI Persistent Memory: Add It in 5 Lines of Code
Pydantic AI agents start from scratch on every run. hindsight-pydantic-ai adds long-term memory in five lines of Python.

Give Your OpenAI App a Memory in 5 Minutes
Build a chatbot on the OpenAI SDK that remembers its users across restarts, using three Hindsight calls and no vector database.