Submitted by Singularian2501 t3_11zsdwv in MachineLearning
BigDoooer t1_jdele0p wrote
Reply to comment by ghostfaceschiller in [N] ChatGPT plugins by Singularian2501
I’m not familiar with these. Can you give the name/location if one to check out?
ghostfaceschiller t1_jdenoo2 wrote
Here's a standalone product which is a chatbot with a memory. But look at LangChain for several ways to implement the same thing.
The basic idea is: periodically feed your conversation history to the embeddings API and save the embeddings to a local vectorstore, which is the "long-term memory". Then, any time you send a message or question to the bot, first send that message to embeddings API (super cheap and fast), run a local comparison, and prepend any relevant contextual info ("memories") to your prompt as it gets sent to the bot.
xt-89 t1_jdessgl wrote
This also opens the door to a lot of complex algorithms for retrieving the correct memories
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