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Docs: Fix typo in memory/key_concepts.md (#1671)

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dialouge -> dialogue
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docs/modules/memory/key_concepts.md
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@ -9,7 +9,7 @@ both at a short term but also at a long term level. The concept of "Memory" exis
One of the simpler forms of memory occurs in chatbots, where they remember previous conversations. One of the simpler forms of memory occurs in chatbots, where they remember previous conversations.
There are a few different ways to accomplish this: 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! - 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. - Summary: This involves summarizing previous conversations and passing that summary in, instead of the raw dialogue 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 interactions directly! - Combination: A combination of the above two approaches, where you compute a summary but also pass in some previous interactions directly!
## Entity Memory ## Entity Memory