diff --git a/docs/module_guides/storing/chat_stores.md b/docs/module_guides/storing/chat_stores.md index d5c67c861cc938beae7e9112f1eb41c361c50944..bc45561222dc21659885f6a6a8322c0e476a09d9 100644 --- a/docs/module_guides/storing/chat_stores.md +++ b/docs/module_guides/storing/chat_stores.md @@ -1,14 +1,14 @@ # Chat Stores -A chat store serves as a centralized interface to store your chat history. Chat history is unique to other storage formats, since the order of messages is important to maintining an overall conversation. +A chat store serves as a centralized interface to store your chat history. Chat history is unique compared to other storage formats, since the order of messages is important for maintaining an overall conversation. -Chat stores can be organize sequences of chat messages by keys (like `user_ids` or other unique identifiable strings), and handle `delete`, `insert`, and `get` operations. +Chat stores can organize sequences of chat messages by keys (like `user_ids` or other unique identifiable strings), and handle `delete`, `insert`, and `get` operations. ## SimpleChatStore -The most basic chat store is `SimpleChatStore`, which stores messages in memory and saves to/from disk, or can be serlized and stored somewhere else. +The most basic chat store is `SimpleChatStore`, which stores messages in memory and can save to/from disk, or can be serialized and stored elsewhere. -Typically, you will insansiate a chat store and give it to a memory module. Memory modules that use chat stores will default to using `SimpleChatStore` if not provided. +Typically, you will instantiate a chat store and give it to a memory module. Memory modules that use chat stores will default to using `SimpleChatStore` if not provided. ```python from llama_index.core.storage.chat_store import SimpleChatStore @@ -49,7 +49,7 @@ loaded_chat_store = SimpleChatStore.parse_raw(chat_store_string) ## RedisChatStore -Using `RedisChatStore`, you can store your chat history remotely, without having to worry abouyt manually persisting and loading the chat history. +Using `RedisChatStore`, you can store your chat history remotely, without having to worry about manually persisting and loading the chat history. ```python from llama_index.storage.chat_store.redis import RedisChatStore