{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# CodeTextSplitter\n", "\n", "CodeTextSplitter allows you to split your code with multiple language support. Import enum `Language` and specify the language. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from langchain.text_splitter import (\n", " CodeTextSplitter,\n", " Language,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Choose a language to use" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "python_splitter = CodeTextSplitter(\n", " language=Language.PYTHON, chunk_size=16, chunk_overlap=0\n", ")\n", "js_splitter = CodeTextSplitter(\n", " language=Language.JS, chunk_size=16, chunk_overlap=0\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Split the code" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Document(page_content='def', metadata={}),\n", " Document(page_content='hello_world():', metadata={}),\n", " Document(page_content='print(\"Hello,', metadata={}),\n", " Document(page_content='World!\")', metadata={}),\n", " Document(page_content='# Call the', metadata={}),\n", " Document(page_content='function', metadata={}),\n", " Document(page_content='hello_world()', metadata={})]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PYTHON_CODE = \"\"\"\n", "def hello_world():\n", " print(\"Hello, World!\")\n", "\n", "# Call the function\n", "hello_world()\n", "\"\"\"\n", "\n", "python_docs = python_splitter.create_documents([PYTHON_CODE])\n", "python_docs" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Document(page_content='function', metadata={}),\n", " Document(page_content='helloWorld() {', metadata={}),\n", " Document(page_content='console.log(\"He', metadata={}),\n", " Document(page_content='llo,', metadata={}),\n", " Document(page_content='World!\");', metadata={}),\n", " Document(page_content='}', metadata={}),\n", " Document(page_content='// Call the', metadata={}),\n", " Document(page_content='function', metadata={}),\n", " Document(page_content='helloWorld();', metadata={})]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "JS_CODE = \"\"\"\n", "function helloWorld() {\n", " console.log(\"Hello, World!\");\n", "}\n", "\n", "// Call the function\n", "helloWorld();\n", "\"\"\"\n", "\n", "js_docs = js_splitter.create_documents([JS_CODE])\n", "js_docs" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "langchain", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }