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rename (#2)
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miri-bar authored Mar 25, 2024
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Expand Up @@ -44,7 +44,7 @@ LangChain offers many different types of text splitters. These all live in the `
| Token | Tokens | | Splits text on tokens. There exist a few different ways to measure tokens. |
| Character | A user defined character | | Splits text based on a user defined character. One of the simpler methods. |
| [Experimental] Semantic Chunker | Sentences | | First splits on sentences. Then combines ones next to each other if they are semantically similar enough. Taken from [Greg Kamradt](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) |
| Semantic Text Splitter | Semantics || Breaks down a piece of text into segments. Instead of merely using punctuation and newlines to divide the text, it identifies distinct topics that will work well together and will form a coherent piece of text. |
| AI21 Semantic Text Splitter | Semantics || Breaks down a piece of text into segments. Instead of merely using punctuation and newlines to divide the text, it identifies distinct topics that will work well together and will form a coherent piece of text. |


## Evaluate text splitters
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