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Memory summarization is a concept that I implemented a long time ago and removed due to the cost of tokens when adding memories. My strategy has improved as well as the models and cost of tokens since then, so I am reintroducing an improved memory summarization concept.
If enabled, the agent will summarize all content before storing it to memory to store the least amount of information as possible without losing any context from the content.
This PR also introduces a new feature that allows you to define an external ChromaDB if you do not want it to be persisted to a file. Just set environment variables:
CHROMA_HOST
,CHROMA_PORT
,CHROMA_API_KEY
,SSL
(true/false).