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Correct typo in documentation for word 'therefore' (#2529)
This PR corrects a typo in the langchain [documentation.](https://python.langchain.com/en/latest/modules/indexes.html#:~:text=We%20therefor%20have%20a%20concept) It corrects the word `therefor` to `therefore`
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@ -11,7 +11,7 @@ This module contains utility functions for working with documents, different typ
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The most common way that indexes are used in chains is in a "retrieval" step.
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The most common way that indexes are used in chains is in a "retrieval" step.
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This step refers to taking a user's query and returning the most relevant documents.
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This step refers to taking a user's query and returning the most relevant documents.
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We draw this distinction because (1) an index can be used for other things besides retrieval, and (2) retrieval can use other logic besides an index to find relevant documents.
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We draw this distinction because (1) an index can be used for other things besides retrieval, and (2) retrieval can use other logic besides an index to find relevant documents.
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We therefor have a concept of a "Retriever" interface - this is the interface that most chains work with.
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We therefore have a concept of a "Retriever" interface - this is the interface that most chains work with.
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Most of the time when we talk about indexes and retrieval we are talking about indexing and retrieving unstructured data (like text documents).
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Most of the time when we talk about indexes and retrieval we are talking about indexing and retrieving unstructured data (like text documents).
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For interacting with structured data (SQL tables, etc) or APIs, please see the corresponding use case sections for links to relevant functionality.
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For interacting with structured data (SQL tables, etc) or APIs, please see the corresponding use case sections for links to relevant functionality.
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