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docs: rag tutorial small fixes (#22450)
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@ -424,8 +424,7 @@
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"`TextSplitter`: Object that splits a list of `Document`s into smaller\n",
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"chunks. Subclass of `DocumentTransformer`s.\n",
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"\n",
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"- Explore [context-aware splitters](/docs/how_to#text-splitters), which keep the location (“context”) of each\n",
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" split in the original `Document`\n",
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"- Learn more about splitting text using different methods by reading the [how-to docs](/docs/how_to#text-splitters)\n",
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"- [Code (py or js)](/docs/integrations/document_loaders/source_code)\n",
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"- [Scientific papers](/docs/integrations/document_loaders/grobid)\n",
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"- [Interface](https://api.python.langchain.com/en/latest/base/langchain_text_splitters.base.TextSplitter.html): API reference for the base interface.\n",
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@ -577,7 +576,7 @@
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" - `MultiQueryRetriever` [generates variants of the input\n",
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" question](/docs/how_to/MultiQueryRetriever)\n",
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" to improve retrieval hit rate.\n",
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" - `MultiVectorRetriever` (diagram below) instead generates\n",
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" - `MultiVectorRetriever` instead generates\n",
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" [variants of the\n",
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" embeddings](/docs/how_to/multi_vector),\n",
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" also in order to improve retrieval hit rate.\n",
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