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Create proposal for agent memory to get feedback on API level #7714

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Tracked by #7624
mrm1001 opened this issue May 17, 2024 · 1 comment
Closed
Tracked by #7624

Create proposal for agent memory to get feedback on API level #7714

mrm1001 opened this issue May 17, 2024 · 1 comment
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P1 High priority, add to the next sprint topic:agent

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@mrm1001
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mrm1001 commented May 17, 2024

  • Create a proposal in Notion or as a github discussion of the API of the new components needed to implement memory.
  • Show pseudo-code examples of how these abstractions would be used.
  • Show pseudo-code on how the Chat + RAG use-case can be solved using the new proposed abstractions
@mrm1001 mrm1001 added the P1 High priority, add to the next sprint label May 17, 2024
@julian-risch
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@vblagoje and I created notebooks to get feedback on the general direction of how we plan to address the use cases. They are not meant for discussing implementation details. We misused DocumentStore, FilterRetriever and DocumentWriter instead of creating new custom components.
Here is a notebook for Chat+RAG: https://colab.research.google.com/drive/1wQhrMzl_jHLiN9wx0aJfS2G5YXor6E_K?usp=sharing
Here is a notebook about Chat+Rag+structured memory (storing facts): https://colab.research.google.com/drive/1wMLRwZzAMxRbsL0ioeb7Yzjl38FWdo3U?usp=sharing
Here is a notebook about Chat+Tools+Memory: https://colab.research.google.com/drive/1p6Xt_-0wMzac9YUTs2lo8tE-V61I8c0C?usp=sharing

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