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Fix typo (#2942)
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Diff for: docs/modules/memory/examples/agent_with_memory_in_db.ipynb

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"In order to add a memory with an external message store to an agent we are going to do the following steps:\n",
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"\n",
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"1. We are going to create a `RedisChatMessageHistory` to connect to an external database to store the messages in.\n",
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"2. We are going to create an `LLMChain` useing that chat history as memory.\n",
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"2. We are going to create an `LLMChain` using that chat history as memory.\n",
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"3. We are going to use that `LLMChain` to create a custom Agent.\n",
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"\n",
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"For the purposes of this exercise, we are going to create a simple custom Agent that has access to a search tool and utilizes the `ConversationBufferMemory` class."

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