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Long-term memory via vector database #74

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engma-linguistics opened this issue Apr 3, 2023 · 8 comments
Closed

Long-term memory via vector database #74

engma-linguistics opened this issue Apr 3, 2023 · 8 comments

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@engma-linguistics
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https://www.mlq.ai/gpt-4-pinecone-website-ai-assistant/

Using a vector database like Pinecone, a user ought be able to store memory for the 'bot and query it as needed.

@jantic
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jantic commented Apr 3, 2023

GREAT idea. Reason why this is great to clarify for others: It'll make much more efficient use of limited context window when calling GPT to restrict what's loaded into there from long term memory to be stuff that is likely most relevant. And it'll allow for pretty much indefinite length of long term memory that can be used. Think of this as an "associative memory", where the association comes from figuring out what in long term memory is closest in conceptual space compared to the current context.

@ryanpeach
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Seconded. I think this is a must.

@dschonholtz
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I have a PR for this see #122

@ResourceHog
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Found this open source vector db https://github.com/spotify/annoy , thoughts?

@ResourceHog
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also this, https://github.com/milvus-io/milvus

@StableInquest
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#769

@chyezh
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chyezh commented Apr 13, 2023

also this, https://github.com/milvus-io/milvus

i have a PR for this, #801

@richbeales
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implemented

Say383 pushed a commit to Say383/Auto-GPT that referenced this issue Sep 8, 2023
Co-authored-by: Silen Naihin <silen.naihin@gmail.com>
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8 participants