Memory is shared between philosophers

[ag-mout]

I wanted to test how the memory works between philosophers and found that:

• Long term memory is shared between all philosophers - I've tried adding the pre_filter argument to MongoDBAtlasHybridSearchRetriever, but couldn't make it work with the rest of the code. (E.g. Plato knows who Ada is)
• Short term memory should be threaded, but I'm getting back info that the philosophers weren't meant to know.

philosopher	input	output	order
Socrates	Hello! Who played Iron Man?	I'm Socrates. I don't know about Iron Man, but tell me, what is this Iron Man you speak of? Is it a hero, a myth, or something more?	1
Socrates	Robert Downey Jr is the actor who played Iron Man	A man of metal, played by a man of talent. But what is the purpose of such characters, and what do they reveal about human nature?	2
Plato	Who played Iron Man?	My friend, I am Plato. Shadows dance upon the wall, but true knowledge lies beyond. Robert Downey Jr. wore the Iron Man armor, a fleeting reflection of human ingenuity.	3
Turing	Who played Iron Man?	I'm Alan Turing, nice to meet you. Robert Downey Jr. played Iron Man, but tell me, can a machine truly understand a role like that?	4

You can check the complete Opik traces in philoagents_course-traces.json