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docs: Fixed missing spaces and rephrased the langserve portion #28100

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8 changes: 4 additions & 4 deletions docs/docs/tutorials/llm_chain.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@
"\n",
"- Using [language models](/docs/concepts/chat_models)\n",
"\n",
"- Using [PromptTemplates](/docs/concepts/prompt_templates) and [OutputParsers](/docs/concepts/output_parsers)\n",
"- Using [Prompt Templates](/docs/concepts/prompt_templates) and [Output Parsers](/docs/concepts/output_parsers)\n",
"\n",
"- Using [LangChain Expression Language (LCEL)](/docs/concepts/lcel) to chain components together\n",
"\n",
Expand Down Expand Up @@ -164,7 +164,7 @@
"id": "32bd03ed",
"metadata": {},
"source": [
"## OutputParsers\n",
"## Output Parsers\n",
"\n",
"Notice that the response from the model is an `AIMessage`. This contains a string response along with other metadata about the response. Oftentimes we may just want to work with the string response. We can parse out just this response by using a simple output parser.\n",
"\n",
Expand Down Expand Up @@ -530,8 +530,8 @@
"\n",
"### Client\n",
"\n",
"Now let's set up a client for programmatically interacting with our service. We can easily do this with the [langserve.RemoteRunnable](/docs/langserve/#client).\n",
"Using this, we can interact with the served chain as if it were running client-side."
"Now let's set up a client for programmatically interacting with our service. We can easily do this with the [RemoteRunnable](/docs/langserve/#client) class from LangServe.\n",
"Using this, we can interact with the served chain as if we were running it from the client-side."
]
},
{
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