From 639fc203d9fb26735457714bc17aee0cf6cab46d Mon Sep 17 00:00:00 2001 From: Harrison Chase Date: Mon, 7 Aug 2023 18:07:24 -0700 Subject: [PATCH] cr --- README.md | 35 ++++++++++++++++++++++++++++++++++- code_snippets.py | 2 +- ui.png | Bin 0 -> 105930 bytes 3 files changed, 35 insertions(+), 2 deletions(-) create mode 100644 ui.png diff --git a/README.md b/README.md index 8da138d..5866f85 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,36 @@ # Text Split Explorer -`streamlit run splitter.py` \ No newline at end of file +![ui.png](ui.png) + +Many of the most important LLM applications involve connecting LLMs to external sources of data. +A prerequisite to doing this is to ingest data into a format where LLMs can easily connect to them. +Most of the time, that means ingesting data into a vectorstore. +A prerequisite to doing this is to split the original text into smaller chunks. + +While this may seem trivial, it is a nuanced and overlooked step. +When splitting text, you want to ensure that each chunk has cohesive information - e.g. you don't just want to split in the middle of sentence. +What "cohesive information" means can differ depending on the text type as well. +For example, with Markdown you have section delimiters (`##`) so you may want to keep those together, while for splitting Python code you may want to keep all classes and methods together (if possible). + +This repo (and associated Streamlit app) are designed to help explore different types of text splitting. +You can adjust different parameters and choose different types of splitters. +By pasting a text file, you can apply the splitter to that text and see the resulting splits. +You are also shown a code snippet that you can copy and use in your application + +## Hosted App + +To use the hosted app, head to [https://langchain-text-splitter.streamlit.app/](https://langchain-text-splitter.streamlit.app/) + +## Running locally + +To run locally, first set up the environment by cloning the repo and running: + +```shell +pip install -r requirements +``` + +Then, run the Streamlit app with: + +```shell +streamlit run splitter.py +``` \ No newline at end of file diff --git a/code_snippets.py b/code_snippets.py index 40ba5cf..81ee872 100644 --- a/code_snippets.py +++ b/code_snippets.py @@ -22,7 +22,7 @@ from langchain.text_splitter import RecursiveCharacterTextSplitter # Tries to split on them in order until the chunks are small enough # Keep paragraphs, sentences, words together as long as possible splitter = RecursiveCharacterTextSplitter( - 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