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[DOCS] Assorted wording, punctuation, and consistency revisions (#1443)

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Contributing some small fixes I noticed while reading through the
documentation.

Thank you for a creating and maintaining this project!
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gidler
2023-03-08 21:16:09 -07:00
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docs/modules/memory/key_concepts.md
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@@ -10,7 +10,7 @@ One of the simpler forms of memory occurs in chatbots, where they remember previ
There are a few different ways to accomplish this:
- Buffer: This is just passing in the past `N` interactions in as context. `N` can be chosen based on a fixed number, the length of the interactions, or other!
- Summary: This involves summarizing previous conversations and passing that summary in, instead of the raw dialouge itself. Compared to `Buffer`, this compresses information: meaning it is more lossy, but also less likely to run into context length limits.
- Combination: A combination of the above two approaches, where you compute a summary but also pass in some previous interfactions directly!
- Combination: A combination of the above two approaches, where you compute a summary but also pass in some previous interactions directly!
## Entity Memory
A more complex form of memory is remembering information about specific entities in the conversation.