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docs: Update VectorStore api reference url in rag.ipynb (#27841)
**Description**: Update VectorStore api reference url in `rag.ipynb` Co-authored-by: Erick Friis <erick@langchain.dev>
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"- [Docs](/docs/how_to/vectorstores): Detailed documentation on how to use vector stores.\n",
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"- [Docs](/docs/how_to/vectorstores): Detailed documentation on how to use vector stores.\n",
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"- [Integrations](/docs/integrations/vectorstores/): 40+ integrations to choose from.\n",
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"- [Integrations](/docs/integrations/vectorstores/): 40+ integrations to choose from.\n",
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"- [Interface](https://python.langchain.com/api_reference/core/vectorstores/langchain_core.vectorstores.VectorStore.html): API reference for the base interface.\n",
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"- [Interface](https://python.langchain.com/api_reference/core/vectorstores/langchain_core.vectorstores.base.VectorStore.html): API reference for the base interface.\n",
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"\n",
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"This completes the **Indexing** portion of the pipeline. At this point\n",
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"This completes the **Indexing** portion of the pipeline. At this point\n",
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"we have a query-able vector store containing the chunked contents of our\n",
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"we have a query-able vector store containing the chunked contents of our\n",
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