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Agent File : The missing piece in the jigsaw puzzle
Think of your best friend. They remember things they have learnt about you over time, your likes and dislikes, the conversations you both have had(atleast the gist) among many other things. They also refine this knowledge about you over time and this knowledge helps you and your friend to have a great friendship. That is kind of what a “stateful” AI agent is like.
A stateful agent is not just focussing on now but it is reacting based on its built-in sense of experience. We can think of it like a mental notebook filled with everything it has ever encountered. It does not just have a list of old messages — it actually takes those past chats and turns them into meaningful memories that sticks around and even change over time as it learns more.
To be specific,
- They remember who you are
- They constantly learn from what happens and
- They become smarter over time
While it sounds wow, managing such stateful AI agents is not very easy. We need to keep track of everything from short term memory i.e recent conversations to long-term knowledge (past conversations), settings details, even history of how the agents used ‘tools’ etc. Suppose we have developed an Agent which is really good at a task and we wish to share that with a…
