Memory Agent Guide
Memory Agent Review We created a chatbot that saves semantic memories to a single user profile or collection. We introduced Trustcall as a way to update either schema. Goals Now, we're going to pull together the pieces we've learned to build an agent with long-term memory. Our agent, task_mAIstro, will help us manage a ToDo list! The chatbots we built previously *always* reflected on the conversation and saved memories. task_mAIstro will decide *when* to save memories (items to our ToDo list). The chatbots we built previously always saved one type of memory, a profile or a collection. task_mAIstro can decide to save to either a user profile or a collection of ToDo items. In addition semantic memory, task_mAIstro also will manage procedural memory. This allows the user to update their preferences for creating ToDo items.
When to use Memory Agent
Memory Agent Review We created a chatbot that saves semantic memories to a single user profile or collection. We introduced Trustcall as a way to update either schema. Goals Now, we're going to pull together the pieces we've learned to build an agent with long-term memory. Our agent, task_mAIstro, will help us manage a ToDo list! The chatbots we built previously *always* reflected on the conversation and saved memories. task_mAIstro will decide *when* to save memories (items to our ToDo list). The chatbots we built previously always saved one type of memory, a profile or a collection. task_mAIstro can decide to save to either a user profile or a collection of ToDo items. In addition semantic memory, task_mAIstro also will manage procedural memory. This allows the user to update their preferences for creating ToDo items.
How to use Memory Agent
Memory Agent is a single agent agent built on the LangGraph framework. Set it up from the source repository, configure your model credentials, and invoke it for tasks that match its description. Review the safety profile below before running it against production data or systems.
Safety profile
Autonomy
Semi-autonomous
Sandbox-aware
No declared sandbox guidance
Network access
Unspecified
Filesystem access
Unspecified