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Docs: Fix typos in question_answering (#15565)
**Description**: Fixed a minor typo in the RAG Docs: - ~~This usually happen offline~~ -> This usually happen**s** offline
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@ -50,7 +50,7 @@
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"## RAG Architecture\n",
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"A typical RAG application has two main components:\n",
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"\n",
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"**Indexing**: a pipeline for ingesting data from a source and indexing it. *This usually happen offline.*\n",
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"**Indexing**: a pipeline for ingesting data from a source and indexing it. *This usually happens offline.*\n",
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"\n",
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"**Retrieval and generation**: the actual RAG chain, which takes the user query at run time and retrieves the relevant data from the index, then passes that to the model.\n",
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"\n",
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@ -42,7 +42,7 @@
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"## Architecture\n",
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"We'll create a typical RAG application as outlined in the [Q&A introduction](/docs/use_cases/question_answering/), which has two main components:\n",
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"\n",
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"**Indexing**: a pipeline for ingesting data from a source and indexing it. *This usually happen offline.*\n",
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"**Indexing**: a pipeline for ingesting data from a source and indexing it. *This usually happens offline.*\n",
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"\n",
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"**Retrieval and generation**: the actual RAG chain, which takes the user query at run time and retrieves the relevant data from the index, then passes that to the model.\n",
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"\n",
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