diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 00000000..92cc718b --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,44 @@ +name: Build and push DocsGPT Docker image + +on: + workflow_dispatch: + push: + branches: + - main + +jobs: + deploy: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - name: Set up QEMU + uses: docker/setup-qemu-action@v1 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v1 + + - name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKER_USERNAME }} + password: ${{ secrets.DOCKER_PASSWORD }} + + - name: Login to ghcr.io + uses: docker/login-action@v2 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GHCR_TOKEN }} + + # Runs a single command using the runners shell + - name: Build and push Docker images to docker.io and ghcr.io + uses: docker/build-push-action@v2 + with: + file: './application/Dockerfile' + platforms: linux/amd64 + context: ./application + push: true + tags: | + ${{ secrets.DOCKER_USERNAME }}/docsgpt:latest + ghcr.io/${{ github.repository_owner }}/docsgpt:latest diff --git a/.gitignore b/.gitignore index 7b790790..0003c21c 100644 --- a/.gitignore +++ b/.gitignore @@ -133,4 +133,32 @@ dmypy.json # macOS .DS_Store -application/vectors/ \ No newline at end of file +#frontend +# Logs +frontend/logs +frontend/*.log +frontend/npm-debug.log* +frontend/yarn-debug.log* +frontend/yarn-error.log* +frontend/pnpm-debug.log* +frontend/lerna-debug.log* + +frontend/node_modules +frontend/dist +frontend/dist-ssr +frontend/*.local + +# Editor directories and files +frontend/.vscode/* +frontend/!.vscode/extensions.json +frontend/.idea +frontend/.DS_Store +frontend/*.suo +frontend/*.ntvs* +frontend/*.njsproj +frontend/*.sln +frontend/*.sw? + +application/vectors/ + +**/inputs diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 00000000..0c10d0b4 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,38 @@ +# Welcome to DocsGPT Contributing guideline + +Thank you for choosing this project to contribute to, we are all very grateful! + +# We accept different types of contributions + +๐Ÿ“ฃ Discussions - where you can start a new topic or answer some questions + +๐Ÿž Issues - Is how we track tasks, sometimes its bugs that need fixing, sometimes its new features + +๐Ÿ› ๏ธ Pull requests - Is how you can suggest changes to our repository, to work on existing issue or to add new features + +๐Ÿ“š Wiki - where we have our documentation + + +## ๐Ÿž Issues and Pull requests + +We value contributions to our issues in form of discussion or suggestion, we recommend that you check out existing issues and our [Roadmap](https://github.com/orgs/arc53/projects/2) + +If you want to contribute by writing code there are few things that you should know before doing it: +We have frontend (React, Vite) and Backend (python) + +### If you are looking to contribute to Frontend (โš›๏ธReact, Vite): +Current frontend is being migrated from /application to /frontend with a new design, so please contribute to the new on. Check out this [Milestone](https://github.com/arc53/DocsGPT/milestone/1) and its issues also [Figma](https://www.figma.com/file/OXLtrl1EAy885to6S69554/DocsGPT?node-id=0%3A1&t=hjWVuxRg9yi5YkJ9-1) +Please try to follow guidelines + + +### If you are looking to contribute to Backend (๐ŸPython): +Check out our issues, and contribute to /application or /scripts (ignore old ingest_rst.py ingest_rst_sphinx.py files, they will be deprecated soon) +Currently we don't have any tests(which would be useful๐Ÿ˜‰) but before submitting you PR make sure that after you ingested some test data its queryable + +### Workflow: +Create a fork, make changes on your forked repository, submit changes in a form of pull request + +## Questions / collaboration +Please join our [Discord](https://discord.gg/n5BX8dh8rU) don't hesitate, we are very friendly and welcoming to new contributors. + +# Thank you so much for considering to contribute to DocsGPT!๐Ÿ™ diff --git a/README.md b/README.md index d17605b1..ccd14305 100644 --- a/README.md +++ b/README.md @@ -25,8 +25,8 @@ Say goodbye to time-consuming manual searches, and let DocsGPT You can find our [Roadmap](https://github.com/orgs/arc53/projects/2) here, please don't hesitate contributing or creating issues, it helps us make DocsGPT better! -## Screenshot -image +## Preview +![video-example-of-docs-gpt](https://d3dg1063dc54p9.cloudfront.net/videos/demo.gif) ## [Live preview](https://docsgpt.arc53.com/) @@ -34,11 +34,11 @@ You can find our [Roadmap](https://github.com/orgs/arc53/projects/2) here, pleas ## Project structure -application - flask app (main application) +- Application - flask app (main application) -extensions - chrome extension +- Extensions - chrome extension -scripts - script that creates similarity search index and store for other libraries +- Scripts - script that creates similarity search index and store for other libraries. ## QuickStart Please note: current vector database uses pandas Python documentation, thus responses will be related to it, if you want to use other docs please follow a guide below @@ -57,7 +57,7 @@ Copy .env_sample and create .env with your openai api token ## [Guides](https://github.com/arc53/docsgpt/wiki) - +## [Interested in contributing?](https://github.com/arc53/DocsGPT/blob/main/CONTRIBUTING.md) ## [How to use any other documentation](https://github.com/arc53/docsgpt/wiki/How-to-train-on-other-documentation) diff --git a/application/app.py b/application/app.py index b49ae9c2..c114c63b 100644 --- a/application/app.py +++ b/application/app.py @@ -5,8 +5,8 @@ import datetime from flask import Flask, request, render_template # os.environ["LANGCHAIN_HANDLER"] = "langchain" import faiss -from langchain import OpenAI -from langchain.chains import VectorDBQAWithSourcesChain +from langchain import OpenAI, VectorDBQA +from langchain.chains.question_answering import load_qa_chain from langchain.prompts import PromptTemplate import requests @@ -24,6 +24,13 @@ dotenv.load_dotenv() with open("combine_prompt.txt", "r") as f: template = f.read() +# check if OPENAI_API_KEY is set +if os.getenv("OPENAI_API_KEY") is not None: + api_key_set = True + +else: + api_key_set = False + app = Flask(__name__) @@ -31,14 +38,18 @@ app = Flask(__name__) @app.route("/") def home(): - return render_template("index.html") + return render_template("index.html", api_key_set=api_key_set) @app.route("/api/answer", methods=["POST"]) def api_answer(): data = request.get_json() question = data["question"] - api_key = data["api_key"] + if not api_key_set: + api_key = data["api_key"] + else: + api_key = os.getenv("OPENAI_API_KEY") + # check if the vectorstore is set if "active_docs" in data: vectorstore = "vectors/" + data["active_docs"] @@ -57,11 +68,23 @@ def api_answer(): # create a prompt template c_prompt = PromptTemplate(input_variables=["summaries", "question"], template=template) # create a chain with the prompt template and the store - chain = VectorDBQAWithSourcesChain.from_llm(llm=OpenAI(openai_api_key=api_key, temperature=0), vectorstore=store, combine_prompt=c_prompt) + + #chain = VectorDBQA.from_llm(llm=OpenAI(openai_api_key=api_key, temperature=0), vectorstore=store, combine_prompt=c_prompt) + # chain = VectorDBQA.from_chain_type(llm=OpenAI(openai_api_key=api_key, temperature=0), chain_type='map_reduce', + # vectorstore=store) + + qa_chain = load_qa_chain(OpenAI(openai_api_key=api_key, temperature=0), chain_type="map_reduce", + combine_prompt=c_prompt) + chain = VectorDBQA(combine_documents_chain=qa_chain, vectorstore=store) + + + # fetch the answer - result = chain({"question": question}) + result = chain({"query": question}) + print(result) # some formatting for the frontend + result['answer'] = result['result'] result['answer'] = result['answer'].replace("\\n", "
") result['answer'] = result['answer'].replace("SOURCES:", "") # mock result diff --git a/application/requirements.txt b/application/requirements.txt index e46c91fc..7972f8c3 100644 --- a/application/requirements.txt +++ b/application/requirements.txt @@ -20,24 +20,32 @@ idna==3.4 imagesize==1.4.1 itsdangerous==2.1.2 Jinja2==3.1.2 -langchain==0.0.76 +joblib==1.2.0 +langchain==0.0.81 lxml==4.9.2 MarkupSafe==2.1.2 marshmallow==3.19.0 marshmallow-enum==1.5.1 multidict==6.0.4 mypy-extensions==0.4.3 +nltk==3.8.1 numpy==1.24.1 openai==0.26.4 packaging==23.0 +pandas==1.5.3 +Pillow==9.4.0 pycryptodomex==3.17 pydantic==1.10.4 Pygments==2.14.0 +PyPDF2==3.0.1 +python-dateutil==2.8.2 python-dotenv==0.21.1 +python-pptx==0.6.21 pytz==2022.7.1 PyYAML==6.0 regex==2022.10.31 requests==2.28.2 +six==1.16.0 snowballstemmer==2.2.0 Sphinx==6.1.3 sphinxcontrib-applehelp==1.0.4 @@ -47,12 +55,15 @@ sphinxcontrib-jsmath==1.0.1 sphinxcontrib-qthelp==1.0.3 sphinxcontrib-serializinghtml==1.1.5 SQLAlchemy==1.4.46 +tenacity==8.2.1 tiktoken==0.1.2 tokenizers==0.13.2 tqdm==4.64.1 transformers==4.26.0 +typer==0.7.0 typing-inspect==0.8.0 typing_extensions==4.4.0 urllib3==1.26.14 Werkzeug==2.2.2 +XlsxWriter==3.0.8 yarl==1.8.2 diff --git a/application/static/dist/css/output.css b/application/static/dist/css/output.css index 7a6e59a4..1b5360e1 100644 --- a/application/static/dist/css/output.css +++ b/application/static/dist/css/output.css @@ -785,16 +785,6 @@ video { color: rgb(17 24 39 / var(--tw-text-opacity)); } -.text-green-500 { - --tw-text-opacity: 1; - color: rgb(34 197 94 / var(--tw-text-opacity)); -} - -.text-red-500 { - --tw-text-opacity: 1; - color: rgb(239 68 68 / var(--tw-text-opacity)); -} - .opacity-75 { opacity: 0.75; } diff --git a/application/static/favicon/android-chrome-192x192.png b/application/static/favicon/android-chrome-192x192.png new file mode 100644 index 00000000..117c9009 Binary files /dev/null and b/application/static/favicon/android-chrome-192x192.png differ diff --git a/application/static/favicon/android-chrome-512x512.png b/application/static/favicon/android-chrome-512x512.png new file mode 100644 index 00000000..05b03a90 Binary files /dev/null and b/application/static/favicon/android-chrome-512x512.png differ diff --git a/application/static/favicon/apple-touch-icon.png b/application/static/favicon/apple-touch-icon.png new file mode 100644 index 00000000..0179ed0a Binary files /dev/null and b/application/static/favicon/apple-touch-icon.png differ diff --git a/application/static/favicon/favicon-16x16.png b/application/static/favicon/favicon-16x16.png new file mode 100644 index 00000000..0042d819 Binary files /dev/null and b/application/static/favicon/favicon-16x16.png differ diff --git a/application/static/favicon/favicon-32x32.png b/application/static/favicon/favicon-32x32.png new file mode 100644 index 00000000..3818e500 Binary files /dev/null and b/application/static/favicon/favicon-32x32.png differ diff --git a/application/static/favicon/favicon.ico b/application/static/favicon/favicon.ico new file mode 100644 index 00000000..1c5014d2 Binary files /dev/null and b/application/static/favicon/favicon.ico differ diff --git a/application/static/favicon/site.webmanifest b/application/static/favicon/site.webmanifest new file mode 100644 index 00000000..45dc8a20 --- /dev/null +++ b/application/static/favicon/site.webmanifest @@ -0,0 +1 @@ +{"name":"","short_name":"","icons":[{"src":"/android-chrome-192x192.png","sizes":"192x192","type":"image/png"},{"src":"/android-chrome-512x512.png","sizes":"512x512","type":"image/png"}],"theme_color":"#ffffff","background_color":"#ffffff","display":"standalone"} \ No newline at end of file diff --git a/application/templates/index.html b/application/templates/index.html index a85dc37b..f916f148 100644 --- a/application/templates/index.html +++ b/application/templates/index.html @@ -3,6 +3,11 @@ DocsGPT ๐Ÿฆ– Preview + + + + + @@ -18,7 +23,9 @@

DocsGPT ๐Ÿฆ– Preview

About + {% if not api_key_set %} + {% endif %}
@@ -72,6 +79,8 @@ This will return a new DataFrame with all the columns from both tables, and only
+ +{% if not api_key_set %} +{% endif %} + {% if not api_key_set %} + {% endif %} diff --git a/frontend/.eslintignore b/frontend/.eslintignore new file mode 100644 index 00000000..14f73425 --- /dev/null +++ b/frontend/.eslintignore @@ -0,0 +1,17 @@ +node_modules/ +dist/ +prettier.config.cjs +.eslintrc.cjs +env.d.ts +public/ +assets/ +vite-env.d.ts +.prettierignore +package-lock.json +package.json +postcss.config.cjs +prettier.config.cjs +tailwind.config.cjs +tsconfig.json +tsconfig.node.json +vite.config.ts \ No newline at end of file diff --git a/frontend/.eslintrc.cjs b/frontend/.eslintrc.cjs new file mode 100644 index 00000000..a96edf8a --- /dev/null +++ b/frontend/.eslintrc.cjs @@ -0,0 +1,43 @@ +module.exports = { + env: { + browser: true, + es2021: true, + node: true, + }, + extends: [ + 'eslint:recommended', + 'plugin:@typescript-eslint/recommended', + 'plugin:react/recommended', + 'plugin:prettier/recommended', + ], + overrides: [], + parser: '@typescript-eslint/parser', + parserOptions: { + ecmaVersion: 'latest', + sourceType: 'module', + }, + plugins: ['react'], + rules: { + 'react/react-in-jsx-scope': 'off', + }, + settings: { + 'import/parsers': { + '@typescript-eslint/parser': ['.ts', '.tsx'], + }, + react: { + version: 'detect', + }, + 'import/resolver': { + node: { + paths: ['src'], + extensions: ['.js', '.jsx', '.ts', '.tsx'], + }, + }, + }, + 'prettier/prettier': [ + 'error', + { + endOfLine: 'auto', + }, + ], +} diff --git a/frontend/.husky/pre-commit b/frontend/.husky/pre-commit new file mode 100755 index 00000000..32c85878 --- /dev/null +++ b/frontend/.husky/pre-commit @@ -0,0 +1,6 @@ +#!/usr/bin/env sh +. "$(dirname -- "$0")/_/husky.sh" + +# npm test +cd frontend +npx lint-staged \ No newline at end of file diff --git a/frontend/.prettierignore b/frontend/.prettierignore new file mode 100644 index 00000000..14f73425 --- /dev/null +++ b/frontend/.prettierignore @@ -0,0 +1,17 @@ +node_modules/ +dist/ +prettier.config.cjs +.eslintrc.cjs +env.d.ts +public/ +assets/ +vite-env.d.ts +.prettierignore +package-lock.json +package.json +postcss.config.cjs +prettier.config.cjs +tailwind.config.cjs +tsconfig.json +tsconfig.node.json +vite.config.ts \ No newline at end of file diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 00000000..c039704f --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,12 @@ + + + + + + DocsGPT ๐Ÿฆ– + + +
+ + + diff --git a/frontend/package-lock.json b/frontend/package-lock.json new file mode 100644 index 00000000..c86fdb06 --- /dev/null +++ b/frontend/package-lock.json @@ -0,0 +1,9590 @@ +{ + "name": "frontend", + "version": "0.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "frontend", + "version": "0.0.0", + "dependencies": { + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-router-dom": "^6.8.1" + }, + "devDependencies": { + "@types/react": "^18.0.27", + "@types/react-dom": "^18.0.10", + "@typescript-eslint/eslint-plugin": "^5.51.0", + "@typescript-eslint/parser": "^5.51.0", + "@vitejs/plugin-react": "^3.1.0", + "autoprefixer": "^10.4.13", + "eslint": "^8.33.0", + "eslint-config-prettier": "^8.6.0", + "eslint-config-standard-with-typescript": "^34.0.0", + "eslint-plugin-import": "^2.27.5", + "eslint-plugin-n": "^15.6.1", + "eslint-plugin-prettier": "^4.2.1", + "eslint-plugin-promise": "^6.1.1", + "eslint-plugin-react": "^7.32.2", + "husky": 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b/frontend/package.json @@ -0,0 +1,50 @@ +{ + "name": "frontend", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc && vite build", + "preview": "vite preview", + "lint": "eslint ./src --ext .jsx,.js,.ts,.tsx", + "lint-fix": "eslint ./src --ext .jsx,.js,.ts,.tsx --fix", + "format": "prettier ./src --write", + "prepare": "cd .. && husky install frontend/.husky" + }, + "lint-staged": { + "**/*.{js,jsx,ts,tsx}": [ + "npm run lint-fix", + "npm run format" + ] + }, + "dependencies": { + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-router-dom": "^6.8.1" + }, + "devDependencies": { + "@types/react": "^18.0.27", + "@types/react-dom": "^18.0.10", + "@typescript-eslint/eslint-plugin": "^5.51.0", + "@typescript-eslint/parser": "^5.51.0", + "@vitejs/plugin-react": "^3.1.0", + "autoprefixer": "^10.4.13", + "eslint": "^8.33.0", + "eslint-config-prettier": "^8.6.0", + "eslint-config-standard-with-typescript": "^34.0.0", + "eslint-plugin-import": "^2.27.5", + "eslint-plugin-n": "^15.6.1", + "eslint-plugin-prettier": "^4.2.1", + "eslint-plugin-promise": "^6.1.1", + "eslint-plugin-react": "^7.32.2", + "husky": "^8.0.0", + "lint-staged": "^13.1.1", + "postcss": "^8.4.21", + "prettier": "^2.8.4", + "prettier-plugin-tailwindcss": "^0.2.2", + "tailwindcss": "^3.2.4", + "typescript": "^4.9.5", + "vite": "^4.1.0" + } +} diff --git a/frontend/postcss.config.cjs b/frontend/postcss.config.cjs new file mode 100644 index 00000000..33ad091d --- /dev/null +++ b/frontend/postcss.config.cjs @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/frontend/prettier.config.cjs b/frontend/prettier.config.cjs new file mode 100644 index 00000000..c92ea504 --- /dev/null +++ b/frontend/prettier.config.cjs @@ -0,0 +1,7 @@ +module.exports = { + trailingComma: 'all', + tabWidth: 2, + semi: true, + singleQuote: true, + printWidth: 80, +} diff --git a/frontend/public/vite.svg b/frontend/public/vite.svg new file mode 100644 index 00000000..e7b8dfb1 --- /dev/null +++ b/frontend/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/App.css b/frontend/src/App.css new file mode 100644 index 00000000..a43cf76d --- /dev/null +++ b/frontend/src/App.css @@ -0,0 +1,4 @@ +html, +body { + min-height: 100vh; +} diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx new file mode 100644 index 00000000..2c0a6dae --- /dev/null +++ b/frontend/src/App.tsx @@ -0,0 +1,55 @@ +import { useEffect, useState } from 'react'; +import { Routes, Route } from 'react-router-dom'; +import Navigation from './components/Navigation/Navigation'; +import DocsGPT from './components/DocsGPT'; +import APIKeyModal from './components/APIKeyModal'; +import './App.css'; + +export default function App() { + //Currently using primitive state management. Will most likely be replaced with Redux. + const [isMobile, setIsMobile] = useState(true); + const [isMenuOpen, setIsMenuOpen] = useState(true); + const [isApiModalOpen, setIsApiModalOpen] = useState(true); + const [apiKey, setApiKey] = useState(''); + + const handleResize = () => { + if (window.innerWidth > 768 && isMobile) { + setIsMobile(false); + } else { + setIsMobile(true); + } + }; + + useEffect(() => { + window.addEventListener('resize', handleResize); + handleResize(); + + return () => { + window.removeEventListener('resize', handleResize); + }; + }, []); + + return ( +
+ + + + } /> + +
+ ); +} diff --git a/frontend/src/components/APIKeyModal.tsx b/frontend/src/components/APIKeyModal.tsx new file mode 100644 index 00000000..4a23bb72 --- /dev/null +++ b/frontend/src/components/APIKeyModal.tsx @@ -0,0 +1,60 @@ +import { useState } from 'react'; + +export default function APIKeyModal({ + isApiModalOpen, + setIsApiModalOpen, + apiKey, + setApiKey, +}: { + isApiModalOpen: boolean; + setIsApiModalOpen: React.Dispatch>; + apiKey: string; + setApiKey: React.Dispatch>; +}) { + const [formError, setFormError] = useState(false); + + const handleResetKey = () => { + if (!apiKey) { + setFormError(true); + } else { + setFormError(false); + setIsApiModalOpen(false); + } + }; + + return ( +
+
+

OpenAI API Key

+

+ Before you can start using DocsGPT we need you to provide an API key + for llm. Currently, we support only OpenAI but soon many more. You can + find it here. +

+ setApiKey(e.target.value)} + /> +
+ {formError && ( +

Please enter a valid API key

+ )} + +
+
+
+ ); +} diff --git a/frontend/src/components/DocsGPT.tsx b/frontend/src/components/DocsGPT.tsx new file mode 100644 index 00000000..15df78e7 --- /dev/null +++ b/frontend/src/components/DocsGPT.tsx @@ -0,0 +1,7 @@ +export default function DocsGPT({ isMenuOpen }: { isMenuOpen: boolean }) { + return ( +
+ Docs GPT Chat Placeholder +
+ ); +} diff --git a/frontend/src/components/Navigation/Navigation.tsx b/frontend/src/components/Navigation/Navigation.tsx new file mode 100644 index 00000000..e086bf88 --- /dev/null +++ b/frontend/src/components/Navigation/Navigation.tsx @@ -0,0 +1,103 @@ +import React, { useState } from 'react'; +import Arrow1 from './imgs/arrow.svg'; +import Key from './imgs/key.svg'; +import Info from './imgs/info.svg'; +import Link from './imgs/link.svg'; + +function MobileNavigation() { + return
Mobile Navigation
; +} + +function DesktopNavigation({ + isMenuOpen, + setIsMenuOpen, + setIsApiModalOpen, +}: { + isMenuOpen: boolean; + setIsMenuOpen: React.Dispatch>; + setIsApiModalOpen: React.Dispatch>; +}) { + return ( +
+
+ +
+ + {isMenuOpen && ( + <> +
+ +
+
setIsApiModalOpen(true)} + > + key +

Reset Key

+
+
+ +
+
+ info +

About

+
+ +
+ link +

Discord

+
+ +
+ link +

Github

+
+
+ + )} +
+ ); +} + +export default function Navigation({ + isMobile, + isMenuOpen, + setIsMenuOpen, + setIsApiModalOpen, +}: { + isMobile: boolean; + isMenuOpen: boolean; + setIsMenuOpen: React.Dispatch>; + setIsApiModalOpen: React.Dispatch>; +}) { + if (isMobile) { + return ; + } else { + return ( + + ); + } +} diff --git a/frontend/src/components/Navigation/PastChat.tsx b/frontend/src/components/Navigation/PastChat.tsx new file mode 100644 index 00000000..d677ec4a --- /dev/null +++ b/frontend/src/components/Navigation/PastChat.tsx @@ -0,0 +1 @@ +export default function PastChat() {} diff --git a/frontend/src/components/Navigation/imgs/arrow.svg b/frontend/src/components/Navigation/imgs/arrow.svg new file mode 100644 index 00000000..8debfc9a --- /dev/null +++ b/frontend/src/components/Navigation/imgs/arrow.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/src/components/Navigation/imgs/info.svg b/frontend/src/components/Navigation/imgs/info.svg new file mode 100644 index 00000000..6f3d2446 --- /dev/null +++ b/frontend/src/components/Navigation/imgs/info.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/src/components/Navigation/imgs/key.svg b/frontend/src/components/Navigation/imgs/key.svg new file mode 100644 index 00000000..4f8a272b --- /dev/null +++ b/frontend/src/components/Navigation/imgs/key.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/src/components/Navigation/imgs/link.svg b/frontend/src/components/Navigation/imgs/link.svg new file mode 100644 index 00000000..67bacd9d --- /dev/null +++ b/frontend/src/components/Navigation/imgs/link.svg @@ -0,0 +1,3 @@ + + + diff --git a/frontend/src/index.css b/frontend/src/index.css new file mode 100644 index 00000000..54f31b12 --- /dev/null +++ b/frontend/src/index.css @@ -0,0 +1,355 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +/*! normalize.css v8.0.1 | MIT License | github.com/necolas/normalize.css */ + +/* Document + ========================================================================== */ + +/** + * 1. Correct the line height in all browsers. + * 2. Prevent adjustments of font size after orientation changes in iOS. + */ + +html { + line-height: 1.15; /* 1 */ + -webkit-text-size-adjust: 100%; /* 2 */ +} + +/* Sections + ========================================================================== */ + +/** + * Remove the margin in all browsers. + */ + +body { + margin: 0; +} + +/** + * Render the `main` element consistently in IE. + */ + +main { + display: block; +} + +/** + * Correct the font size and margin on `h1` elements within `section` and + * `article` contexts in Chrome, Firefox, and Safari. + */ + +h1 { + font-size: 2em; + margin: 0.67em 0; +} + +/* Grouping content + ========================================================================== */ + +/** + * 1. Add the correct box sizing in Firefox. + * 2. Show the overflow in Edge and IE. + */ + +hr { + box-sizing: content-box; /* 1 */ + height: 0; /* 1 */ + overflow: visible; /* 2 */ +} + +/** + * 1. Correct the inheritance and scaling of font size in all browsers. + * 2. Correct the odd `em` font sizing in all browsers. + */ + +pre { + font-family: monospace, monospace; /* 1 */ + font-size: 1em; /* 2 */ +} + +/* Text-level semantics + ========================================================================== */ + +/** + * Remove the gray background on active links in IE 10. + */ + +a { + background-color: transparent; +} + +/** + * 1. Remove the bottom border in Chrome 57- + * 2. Add the correct text decoration in Chrome, Edge, IE, Opera, and Safari. + */ + +abbr[title] { + border-bottom: none; /* 1 */ + text-decoration: underline; /* 2 */ + text-decoration: underline dotted; /* 2 */ +} + +/** + * Add the correct font weight in Chrome, Edge, and Safari. + */ + +b, +strong { + font-weight: bolder; +} + +/** + * 1. Correct the inheritance and scaling of font size in all browsers. + * 2. Correct the odd `em` font sizing in all browsers. + */ + +code, +kbd, +samp { + font-family: monospace, monospace; /* 1 */ + font-size: 1em; /* 2 */ +} + +/** + * Add the correct font size in all browsers. + */ + +small { + font-size: 80%; +} + +/** + * Prevent `sub` and `sup` elements from affecting the line height in + * all browsers. + */ + +sub, +sup { + font-size: 75%; + line-height: 0; + position: relative; + vertical-align: baseline; +} + +sub { + bottom: -0.25em; +} + +sup { + top: -0.5em; +} + +/* Embedded content + ========================================================================== */ + +/** + * Remove the border on images inside links in IE 10. + */ + +img { + border-style: none; +} + +/* Forms + ========================================================================== */ + +/** + * 1. Change the font styles in all browsers. + * 2. Remove the margin in Firefox and Safari. + */ + +button, +input, +optgroup, +select, +textarea { + font-family: inherit; /* 1 */ + font-size: 100%; /* 1 */ + line-height: 1.15; /* 1 */ + margin: 0; /* 2 */ +} + +/** + * Show the overflow in IE. + * 1. Show the overflow in Edge. + */ + +button, +input { + /* 1 */ + overflow: visible; +} + +/** + * Remove the inheritance of text transform in Edge, Firefox, and IE. + * 1. Remove the inheritance of text transform in Firefox. + */ + +button, +select { + /* 1 */ + text-transform: none; +} + +/** + * Correct the inability to style clickable types in iOS and Safari. + */ + +button, +[type='button'], +[type='reset'], +[type='submit'] { + -webkit-appearance: button; +} + +/** + * Remove the inner border and padding in Firefox. + */ + +button::-moz-focus-inner, +[type='button']::-moz-focus-inner, +[type='reset']::-moz-focus-inner, +[type='submit']::-moz-focus-inner { + border-style: none; + padding: 0; +} + +/** + * Restore the focus styles unset by the previous rule. + */ + +button:-moz-focusring, +[type='button']:-moz-focusring, +[type='reset']:-moz-focusring, +[type='submit']:-moz-focusring { + outline: 1px dotted ButtonText; +} + +/** + * Correct the padding in Firefox. + */ + +fieldset { + padding: 0.35em 0.75em 0.625em; +} + +/** + * 1. Correct the text wrapping in Edge and IE. + * 2. Correct the color inheritance from `fieldset` elements in IE. + * 3. Remove the padding so developers are not caught out when they zero out + * `fieldset` elements in all browsers. + */ + +legend { + box-sizing: border-box; /* 1 */ + color: inherit; /* 2 */ + display: table; /* 1 */ + max-width: 100%; /* 1 */ + padding: 0; /* 3 */ + white-space: normal; /* 1 */ +} + +/** + * Add the correct vertical alignment in Chrome, Firefox, and Opera. + */ + +progress { + vertical-align: baseline; +} + +/** + * Remove the default vertical scrollbar in IE 10+. + */ + +textarea { + overflow: auto; +} + +/** + * 1. Add the correct box sizing in IE 10. + * 2. Remove the padding in IE 10. + */ + +[type='checkbox'], +[type='radio'] { + box-sizing: border-box; /* 1 */ + padding: 0; /* 2 */ +} + +/** + * Correct the cursor style of increment and decrement buttons in Chrome. + */ + +[type='number']::-webkit-inner-spin-button, +[type='number']::-webkit-outer-spin-button { + height: auto; +} + +/** + * 1. Correct the odd appearance in Chrome and Safari. + * 2. Correct the outline style in Safari. + */ + +[type='search'] { + -webkit-appearance: textfield; /* 1 */ + outline-offset: -2px; /* 2 */ +} + +/** + * Remove the inner padding in Chrome and Safari on macOS. + */ + +[type='search']::-webkit-search-decoration { + -webkit-appearance: none; +} + +/** + * 1. Correct the inability to style clickable types in iOS and Safari. + * 2. Change font properties to `inherit` in Safari. + */ + +::-webkit-file-upload-button { + -webkit-appearance: button; /* 1 */ + font: inherit; /* 2 */ +} + +/* Interactive + ========================================================================== */ + +/* + * Add the correct display in Edge, IE 10+, and Firefox. + */ + +details { + display: block; +} + +/* + * Add the correct display in all browsers. + */ + +summary { + display: list-item; +} + +/* Misc + ========================================================================== */ + +/** + * Add the correct display in IE 10+. + */ + +template { + display: none; +} + +/** + * Add the correct display in IE 10. + */ + +[hidden] { + display: none; +} diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx new file mode 100644 index 00000000..399758a4 --- /dev/null +++ b/frontend/src/main.tsx @@ -0,0 +1,13 @@ +import React from 'react'; +import ReactDOM from 'react-dom/client'; +import App from './App'; +import { BrowserRouter } from 'react-router-dom'; +import './index.css'; + +ReactDOM.createRoot(document.getElementById('root') as HTMLElement).render( + + + + + , +); diff --git a/frontend/src/vite-env.d.ts b/frontend/src/vite-env.d.ts new file mode 100644 index 00000000..11f02fe2 --- /dev/null +++ b/frontend/src/vite-env.d.ts @@ -0,0 +1 @@ +/// diff --git a/frontend/tailwind.config.cjs b/frontend/tailwind.config.cjs new file mode 100644 index 00000000..8a8d3bf5 --- /dev/null +++ b/frontend/tailwind.config.cjs @@ -0,0 +1,18 @@ +/** @type {import('tailwindcss').Config} */ +module.exports = { + content: ['./index.html', './src/**/*.{js,ts,jsx,tsx}'], + theme: { + extend: { + spacing: { + 112: '28rem', + 128: '32rem', + }, + colors: { + 'eerie-black': '#212121', + jet: '#343541', + 'gray-alpha': 'rgba(0,0,0, .1)', + }, + }, + }, + plugins: [], +}; diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json new file mode 100644 index 00000000..3d0a51a8 --- /dev/null +++ b/frontend/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "target": "ESNext", + "useDefineForClassFields": true, + "lib": ["DOM", "DOM.Iterable", "ESNext"], + "allowJs": false, + "skipLibCheck": true, + "esModuleInterop": false, + "allowSyntheticDefaultImports": true, + "strict": true, + "forceConsistentCasingInFileNames": true, + "module": "ESNext", + "moduleResolution": "Node", + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "jsx": "react-jsx" + }, + "include": ["src"], + "references": [{ "path": "./tsconfig.node.json" }] +} diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json new file mode 100644 index 00000000..9d31e2ae --- /dev/null +++ b/frontend/tsconfig.node.json @@ -0,0 +1,9 @@ +{ + "compilerOptions": { + "composite": true, + "module": "ESNext", + "moduleResolution": "Node", + "allowSyntheticDefaultImports": true + }, + "include": ["vite.config.ts"] +} diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts new file mode 100644 index 00000000..5a33944a --- /dev/null +++ b/frontend/vite.config.ts @@ -0,0 +1,7 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +// https://vitejs.dev/config/ +export default defineConfig({ + plugins: [react()], +}) diff --git a/scripts/ingest.py b/scripts/ingest.py new file mode 100644 index 00000000..3082cf4e --- /dev/null +++ b/scripts/ingest.py @@ -0,0 +1,64 @@ +import sys +import nltk +import dotenv +import typer + +from typing import List, Optional + +from langchain.text_splitter import RecursiveCharacterTextSplitter + +from parser.file.bulk import SimpleDirectoryReader +from parser.schema.base import Document +from parser.open_ai_func import call_openai_api, get_user_permission + +dotenv.load_dotenv() + +app = typer.Typer(add_completion=False) + +nltk.download('punkt', quiet=True) +nltk.download('averaged_perceptron_tagger', quiet=True) + +#Splits all files in specified folder to documents +@app.command() +def ingest(directory: Optional[str] = typer.Option("inputs", + help="Path to the directory for index creation."), + files: Optional[List[str]] = typer.Option(None, + help="""File paths to use (Optional; overrides directory). + E.g. --files inputs/1.md --files inputs/2.md"""), + recursive: Optional[bool] = typer.Option(True, + help="Whether to recursively search in subdirectories."), + limit: Optional[int] = typer.Option(None, + help="Maximum number of files to read."), + formats: Optional[List[str]] = typer.Option([".rst", ".md"], + help="""List of required extensions (list with .) + Currently supported: .rst, .md, .pdf, .docx, .csv, .epub"""), + exclude: Optional[bool] = typer.Option(True, help="Whether to exclude hidden files (dotfiles).")): + + """ + Creates index from specified location or files. + By default /inputs folder is used, .rst and .md are parsed. + """ + raw_docs = SimpleDirectoryReader(input_dir=directory, input_files=files, recursive=recursive, + required_exts=formats, num_files_limit=limit, + exclude_hidden=exclude).load_data() + raw_docs = [Document.to_langchain_format(raw_doc) for raw_doc in raw_docs] + print(raw_docs) + # Here we split the documents, as needed, into smaller chunks. + # We do this due to the context limits of the LLMs. + text_splitter = RecursiveCharacterTextSplitter() + docs = text_splitter.split_documents(raw_docs) + + # Here we check for command line arguments for bot calls. + # If no argument exists or the permission_bypass_flag argument is not '-y', + # user permission is requested to call the API. + if len(sys.argv) > 1: + permission_bypass_flag = sys.argv[1] + if permission_bypass_flag == '-y': + call_openai_api(docs) + else: + get_user_permission(docs) + else: + get_user_permission(docs) + +if __name__ == "__main__": + app() diff --git a/scripts/ingest_rst.py b/scripts/old/ingest_rst.py similarity index 100% rename from scripts/ingest_rst.py rename to scripts/old/ingest_rst.py diff --git a/scripts/ingest_rst_sphinx.py b/scripts/old/ingest_rst_sphinx.py similarity index 88% rename from scripts/ingest_rst_sphinx.py rename to scripts/old/ingest_rst_sphinx.py index 9d6c8ece..ecc71570 100644 --- a/scripts/ingest_rst_sphinx.py +++ b/scripts/old/ingest_rst_sphinx.py @@ -29,6 +29,18 @@ def convert_rst_to_txt(src_dir, dst_dir): f"-D source_suffix=.rst " \ f"-C {dst_dir} " sphinx_main(args.split()) + elif file.endswith(".md"): + # Rename the .md file to .rst file + src_file = os.path.join(root, file) + dst_file = os.path.join(root, file.replace(".md", ".rst")) + os.rename(src_file, dst_file) + # Convert the .rst file to .txt file using sphinx-build + args = f". -b text -D extensions=sphinx.ext.autodoc " \ + f"-D master_doc={dst_file} " \ + f"-D source_suffix=.rst " \ + f"-C {dst_dir} " + sphinx_main(args.split()) + def num_tokens_from_string(string: str, encoding_name: str) -> int: # Function to convert string to tokens and estimate user cost. diff --git a/scripts/parser/__init__.py b/scripts/parser/__init__.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/scripts/parser/__init__.py @@ -0,0 +1 @@ + diff --git a/scripts/parser/file/base.py b/scripts/parser/file/base.py new file mode 100644 index 00000000..c2777a06 --- /dev/null +++ b/scripts/parser/file/base.py @@ -0,0 +1,20 @@ +"""Base reader class.""" +from abc import abstractmethod +from typing import Any, List + +from langchain.docstore.document import Document as LCDocument + +from parser.schema.base import Document + + +class BaseReader: + """Utilities for loading data from a directory.""" + + @abstractmethod + def load_data(self, *args: Any, **load_kwargs: Any) -> List[Document]: + """Load data from the input directory.""" + + def load_langchain_documents(self, **load_kwargs: Any) -> List[LCDocument]: + """Load data in LangChain document format.""" + docs = self.load_data(**load_kwargs) + return [d.to_langchain_format() for d in docs] diff --git a/scripts/parser/file/base_parser.py b/scripts/parser/file/base_parser.py new file mode 100644 index 00000000..753a56f9 --- /dev/null +++ b/scripts/parser/file/base_parser.py @@ -0,0 +1,38 @@ +"""Base parser and config class.""" + +from abc import abstractmethod +from pathlib import Path +from typing import Dict, List, Optional, Union + + +class BaseParser: + """Base class for all parsers.""" + + def __init__(self, parser_config: Optional[Dict] = None): + """Init params.""" + self._parser_config = parser_config + + def init_parser(self) -> None: + """Init parser and store it.""" + parser_config = self._init_parser() + self._parser_config = parser_config + + @property + def parser_config_set(self) -> bool: + """Check if parser config is set.""" + return self._parser_config is not None + + @property + def parser_config(self) -> Dict: + """Check if parser config is set.""" + if self._parser_config is None: + raise ValueError("Parser config not set.") + return self._parser_config + + @abstractmethod + def _init_parser(self) -> Dict: + """Initialize the parser with the config.""" + + @abstractmethod + def parse_file(self, file: Path, errors: str = "ignore") -> Union[str, List[str]]: + """Parse file.""" diff --git a/scripts/parser/file/bulk.py b/scripts/parser/file/bulk.py new file mode 100644 index 00000000..78081867 --- /dev/null +++ b/scripts/parser/file/bulk.py @@ -0,0 +1,158 @@ +"""Simple reader that reads files of different formats from a directory.""" +import logging +from pathlib import Path +from typing import Callable, Dict, List, Optional, Union + +from parser.file.base import BaseReader +from parser.file.base_parser import BaseParser +from parser.file.docs_parser import DocxParser, PDFParser +from parser.file.epub_parser import EpubParser +from parser.file.markdown_parser import MarkdownParser +from parser.file.rst_parser import RstParser +from parser.file.tabular_parser import PandasCSVParser +from parser.schema.base import Document + +DEFAULT_FILE_EXTRACTOR: Dict[str, BaseParser] = { + ".pdf": PDFParser(), + ".docx": DocxParser(), + ".csv": PandasCSVParser(), + ".epub": EpubParser(), + ".md": MarkdownParser(), + ".rst": RstParser(), +} + + +class SimpleDirectoryReader(BaseReader): + """Simple directory reader. + + Can read files into separate documents, or concatenates + files into one document text. + + Args: + input_dir (str): Path to the directory. + input_files (List): List of file paths to read (Optional; overrides input_dir) + exclude_hidden (bool): Whether to exclude hidden files (dotfiles). + errors (str): how encoding and decoding errors are to be handled, + see https://docs.python.org/3/library/functions.html#open + recursive (bool): Whether to recursively search in subdirectories. + False by default. + required_exts (Optional[List[str]]): List of required extensions. + Default is None. + file_extractor (Optional[Dict[str, BaseParser]]): A mapping of file + extension to a BaseParser class that specifies how to convert that file + to text. See DEFAULT_FILE_EXTRACTOR. + num_files_limit (Optional[int]): Maximum number of files to read. + Default is None. + file_metadata (Optional[Callable[str, Dict]]): A function that takes + in a filename and returns a Dict of metadata for the Document. + Default is None. + """ + + def __init__( + self, + input_dir: Optional[str] = None, + input_files: Optional[List] = None, + exclude_hidden: bool = True, + errors: str = "ignore", + recursive: bool = True, + required_exts: Optional[List[str]] = None, + file_extractor: Optional[Dict[str, BaseParser]] = None, + num_files_limit: Optional[int] = None, + file_metadata: Optional[Callable[[str], Dict]] = None, + ) -> None: + """Initialize with parameters.""" + super().__init__() + + if not input_dir and not input_files: + raise ValueError("Must provide either `input_dir` or `input_files`.") + + self.errors = errors + + self.recursive = recursive + self.exclude_hidden = exclude_hidden + self.required_exts = required_exts + self.num_files_limit = num_files_limit + + if input_files: + self.input_files = [] + for path in input_files: + input_file = Path(path) + self.input_files.append(input_file) + elif input_dir: + self.input_dir = Path(input_dir) + self.input_files = self._add_files(self.input_dir) + + self.file_extractor = file_extractor or DEFAULT_FILE_EXTRACTOR + self.file_metadata = file_metadata + + def _add_files(self, input_dir: Path) -> List[Path]: + """Add files.""" + input_files = sorted(input_dir.iterdir()) + new_input_files = [] + dirs_to_explore = [] + for input_file in input_files: + if input_file.is_dir(): + if self.recursive: + dirs_to_explore.append(input_file) + elif self.exclude_hidden and input_file.name.startswith("."): + continue + elif ( + self.required_exts is not None + and input_file.suffix not in self.required_exts + ): + continue + else: + new_input_files.append(input_file) + + for dir_to_explore in dirs_to_explore: + sub_input_files = self._add_files(dir_to_explore) + new_input_files.extend(sub_input_files) + + if self.num_files_limit is not None and self.num_files_limit > 0: + new_input_files = new_input_files[0 : self.num_files_limit] + + # print total number of files added + logging.debug( + f"> [SimpleDirectoryReader] Total files added: {len(new_input_files)}" + ) + + return new_input_files + + def load_data(self, concatenate: bool = False) -> List[Document]: + """Load data from the input directory. + + Args: + concatenate (bool): whether to concatenate all files into one document. + If set to True, file metadata is ignored. + False by default. + + Returns: + List[Document]: A list of documents. + + """ + data: Union[str, List[str]] = "" + data_list: List[str] = [] + metadata_list = [] + for input_file in self.input_files: + if input_file.suffix in self.file_extractor: + parser = self.file_extractor[input_file.suffix] + if not parser.parser_config_set: + parser.init_parser() + data = parser.parse_file(input_file, errors=self.errors) + else: + # do standard read + with open(input_file, "r", errors=self.errors) as f: + data = f.read() + if isinstance(data, List): + data_list.extend(data) + else: + data_list.append(str(data)) + if self.file_metadata is not None: + metadata_list.append(self.file_metadata(str(input_file))) + + if concatenate: + return [Document("\n".join(data_list))] + elif self.file_metadata is not None: + return [Document(d, extra_info=m) for d, m in zip(data_list, metadata_list)] + else: + return [Document(d) for d in data_list] diff --git a/scripts/parser/file/docs_parser.py b/scripts/parser/file/docs_parser.py new file mode 100644 index 00000000..0cde4076 --- /dev/null +++ b/scripts/parser/file/docs_parser.py @@ -0,0 +1,59 @@ +"""Docs parser. + +Contains parsers for docx, pdf files. + +""" +from pathlib import Path +from typing import Dict + +from parser.file.base_parser import BaseParser + + +class PDFParser(BaseParser): + """PDF parser.""" + + def _init_parser(self) -> Dict: + """Init parser.""" + return {} + + def parse_file(self, file: Path, errors: str = "ignore") -> str: + """Parse file.""" + try: + import PyPDF2 + except ImportError: + raise ValueError("PyPDF2 is required to read PDF files.") + text_list = [] + with open(file, "rb") as fp: + # Create a PDF object + pdf = PyPDF2.PdfReader(fp) + + # Get the number of pages in the PDF document + num_pages = len(pdf.pages) + + # Iterate over every page + for page in range(num_pages): + # Extract the text from the page + page_text = pdf.pages[page].extract_text() + text_list.append(page_text) + text = "\n".join(text_list) + + return text + + +class DocxParser(BaseParser): + """Docx parser.""" + + def _init_parser(self) -> Dict: + """Init parser.""" + return {} + + def parse_file(self, file: Path, errors: str = "ignore") -> str: + """Parse file.""" + try: + import docx2txt + except ImportError: + raise ValueError("docx2txt is required to read Microsoft Word files.") + + text = docx2txt.process(file) + + return text diff --git a/scripts/parser/file/epub_parser.py b/scripts/parser/file/epub_parser.py new file mode 100644 index 00000000..6ece5ecf --- /dev/null +++ b/scripts/parser/file/epub_parser.py @@ -0,0 +1,43 @@ +"""Epub parser. + +Contains parsers for epub files. +""" + +from pathlib import Path +from typing import Dict + +from parser.file.base_parser import BaseParser + + +class EpubParser(BaseParser): + """Epub Parser.""" + + def _init_parser(self) -> Dict: + """Init parser.""" + return {} + + def parse_file(self, file: Path, errors: str = "ignore") -> str: + """Parse file.""" + try: + import ebooklib + from ebooklib import epub + except ImportError: + raise ValueError("`EbookLib` is required to read Epub files.") + try: + import html2text + except ImportError: + raise ValueError("`html2text` is required to parse Epub files.") + + text_list = [] + book = epub.read_epub(file, options={"ignore_ncx": True}) + + # Iterate through all chapters. + for item in book.get_items(): + # Chapters are typically located in epub documents items. + if item.get_type() == ebooklib.ITEM_DOCUMENT: + text_list.append( + html2text.html2text(item.get_content().decode("utf-8")) + ) + + text = "\n".join(text_list) + return text diff --git a/scripts/parser/file/markdown_parser.py b/scripts/parser/file/markdown_parser.py new file mode 100644 index 00000000..5c94ace2 --- /dev/null +++ b/scripts/parser/file/markdown_parser.py @@ -0,0 +1,130 @@ +"""Markdown parser. + +Contains parser for md files. + +""" +import re +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple, Union, cast + +from parser.file.base_parser import BaseParser + + +class MarkdownParser(BaseParser): + """Markdown parser. + + Extract text from markdown files. + Returns dictionary with keys as headers and values as the text between headers. + + """ + + def __init__( + self, + *args: Any, + remove_hyperlinks: bool = True, + remove_images: bool = True, + # remove_tables: bool = True, + **kwargs: Any, + ) -> None: + """Init params.""" + super().__init__(*args, **kwargs) + self._remove_hyperlinks = remove_hyperlinks + self._remove_images = remove_images + # self._remove_tables = remove_tables + + def markdown_to_tups(self, markdown_text: str) -> List[Tuple[Optional[str], str]]: + """Convert a markdown file to a dictionary. + + The keys are the headers and the values are the text under each header. + + """ + markdown_tups: List[Tuple[Optional[str], str]] = [] + lines = markdown_text.split("\n") + + current_header = None + current_text = "" + + for line in lines: + header_match = re.match(r"^#+\s", line) + if header_match: + if current_header is not None: + if current_text == "" or None: + continue + markdown_tups.append((current_header, current_text)) + + current_header = line + current_text = "" + else: + current_text += line + "\n" + markdown_tups.append((current_header, current_text)) + + if current_header is not None: + # pass linting, assert keys are defined + markdown_tups = [ + (re.sub(r"#", "", cast(str, key)).strip(), re.sub(r"<.*?>", "", value)) + for key, value in markdown_tups + ] + else: + markdown_tups = [ + (key, re.sub("\n", "", value)) for key, value in markdown_tups + ] + + return markdown_tups + + def remove_images(self, content: str) -> str: + """Get a dictionary of a markdown file from its path.""" + pattern = r"!{1}\[\[(.*)\]\]" + content = re.sub(pattern, "", content) + return content + + # def remove_tables(self, content: str) -> List[List[str]]: + # """Convert markdown tables to nested lists.""" + # table_rows_pattern = r"((\r?\n){2}|^)([^\r\n]*\|[^\r\n]*(\r?\n)?)+(?=(\r?\n){2}|$)" + # table_cells_pattern = r"([^\|\r\n]*)\|" + # + # table_rows = re.findall(table_rows_pattern, content, re.MULTILINE) + # table_lists = [] + # for row in table_rows: + # cells = re.findall(table_cells_pattern, row[2]) + # cells = [cell.strip() for cell in cells if cell.strip()] + # table_lists.append(cells) + # return str(table_lists) + + def remove_hyperlinks(self, content: str) -> str: + """Get a dictionary of a markdown file from its path.""" + pattern = r"\[(.*?)\]\((.*?)\)" + content = re.sub(pattern, r"\1", content) + return content + + def _init_parser(self) -> Dict: + """Initialize the parser with the config.""" + return {} + + def parse_tups( + self, filepath: Path, errors: str = "ignore" + ) -> List[Tuple[Optional[str], str]]: + """Parse file into tuples.""" + with open(filepath, "r") as f: + content = f.read() + if self._remove_hyperlinks: + content = self.remove_hyperlinks(content) + if self._remove_images: + content = self.remove_images(content) + # if self._remove_tables: + # content = self.remove_tables(content) + markdown_tups = self.markdown_to_tups(content) + return markdown_tups + + def parse_file( + self, filepath: Path, errors: str = "ignore" + ) -> Union[str, List[str]]: + """Parse file into string.""" + tups = self.parse_tups(filepath, errors=errors) + results = [] + # TODO: don't include headers right now + for header, value in tups: + if header is None: + results.append(value) + else: + results.append(f"\n\n{header}\n{value}") + return results diff --git a/scripts/parser/file/rst_parser.py b/scripts/parser/file/rst_parser.py new file mode 100644 index 00000000..7c97b326 --- /dev/null +++ b/scripts/parser/file/rst_parser.py @@ -0,0 +1,171 @@ +"""reStructuredText parser. + +Contains parser for md files. + +""" +import re +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple, Union, cast + +from parser.file.base_parser import BaseParser + + +class RstParser(BaseParser): + """reStructuredText parser. + + Extract text from .rst files. + Returns dictionary with keys as headers and values as the text between headers. + + """ + + def __init__( + self, + *args: Any, + remove_hyperlinks: bool = True, + remove_images: bool = True, + remove_table_excess: bool = True, + remove_interpreters: bool = True, + remove_directives: bool = True, + remove_whitespaces_excess: bool = True, + #Be carefull with remove_characters_excess, might cause data loss + remove_characters_excess: bool = True, + **kwargs: Any, + ) -> None: + """Init params.""" + super().__init__(*args, **kwargs) + self._remove_hyperlinks = remove_hyperlinks + self._remove_images = remove_images + self._remove_table_excess = remove_table_excess + self._remove_interpreters = remove_interpreters + self._remove_directives = remove_directives + self._remove_whitespaces_excess = remove_whitespaces_excess + self._remove_characters_excess = remove_characters_excess + + def rst_to_tups(self, rst_text: str) -> List[Tuple[Optional[str], str]]: + """Convert a reStructuredText file to a dictionary. + + The keys are the headers and the values are the text under each header. + + """ + rst_tups: List[Tuple[Optional[str], str]] = [] + lines = rst_text.split("\n") + + current_header = None + current_text = "" + + for i, line in enumerate(lines): + header_match = re.match(r"^[^\S\n]*[-=]+[^\S\n]*$", line) + if header_match and i > 0 and (len(lines[i - 1].strip()) == len(header_match.group().strip()) or lines[i - 2] == lines[i - 2]): + if current_header is not None: + if current_text == "" or None: + continue + # removes the next heading from current Document + if current_text.endswith(lines[i - 1] + "\n"): + current_text = current_text[:len(current_text) - len(lines[i - 1] + "\n")] + rst_tups.append((current_header, current_text)) + + current_header = lines[i - 1] + current_text = "" + else: + current_text += line + "\n" + rst_tups.append((current_header, current_text)) + + #TODO: Format for rst + # + # if current_header is not None: + # # pass linting, assert keys are defined + # rst_tups = [ + # (re.sub(r"#", "", cast(str, key)).strip(), re.sub(r"<.*?>", "", value)) + # for key, value in rst_tups + # ] + # else: + # rst_tups = [ + # (key, re.sub("\n", "", value)) for key, value in rst_tups + # ] + + if current_header is None: + rst_tups = [ + (key, re.sub("\n", "", value)) for key, value in rst_tups + ] + return rst_tups + + def remove_images(self, content: str) -> str: + pattern = r"\.\. image:: (.*)" + content = re.sub(pattern, "", content) + return content + + def remove_hyperlinks(self, content: str) -> str: + pattern = r"`(.*?) <(.*?)>`_" + content = re.sub(pattern, r"\1", content) + return content + + def remove_directives(self, content: str) -> str: + """Removes reStructuredText Directives""" + pattern = r"`\.\.([^:]+)::" + content = re.sub(pattern, "", content) + return content + + def remove_interpreters(self, content: str) -> str: + """Removes reStructuredText Interpreted Text Roles""" + pattern = r":(\w+):" + content = re.sub(pattern, "", content) + return content + + def remove_table_excess(self, content: str) -> str: + """Pattern to remove grid table separators""" + pattern = r"^\+[-]+\+[-]+\+$" + content = re.sub(pattern, "", content, flags=re.MULTILINE) + return content + + def remove_whitespaces_excess(self, content: List[Tuple[str, Any]]) -> List[Tuple[str, Any]]: + """Pattern to match 2 or more consecutive whitespaces""" + pattern = r"\s{2,}" + content = [(key, re.sub(pattern, " ", value)) for key, value in content] + return content + + def remove_characters_excess(self, content: List[Tuple[str, Any]]) -> List[Tuple[str, Any]]: + """Pattern to match 2 or more consecutive characters""" + pattern = r"(\S)\1{2,}" + content = [(key, re.sub(pattern, r"\1\1\1", value, flags=re.MULTILINE)) for key, value in content] + return content + + def _init_parser(self) -> Dict: + """Initialize the parser with the config.""" + return {} + + def parse_tups( + self, filepath: Path, errors: str = "ignore" + ) -> List[Tuple[Optional[str], str]]: + """Parse file into tuples.""" + with open(filepath, "r") as f: + content = f.read() + if self._remove_hyperlinks: + content = self.remove_hyperlinks(content) + if self._remove_images: + content = self.remove_images(content) + if self._remove_table_excess: + content = self.remove_table_excess(content) + if self._remove_directives: + content = self.remove_directives(content) + if self._remove_interpreters: + content = self.remove_interpreters(content) + rst_tups = self.rst_to_tups(content) + if self._remove_whitespaces_excess: + rst_tups = self.remove_whitespaces_excess(rst_tups) + if self._remove_characters_excess: + rst_tups = self.remove_characters_excess(rst_tups) + return rst_tups + + def parse_file( + self, filepath: Path, errors: str = "ignore" + ) -> Union[str, List[str]]: + """Parse file into string.""" + tups = self.parse_tups(filepath, errors=errors) + results = [] + # TODO: don't include headers right now + for header, value in tups: + if header is None: + results.append(value) + else: + results.append(f"\n\n{header}\n{value}") + return results diff --git a/scripts/parser/file/tabular_parser.py b/scripts/parser/file/tabular_parser.py new file mode 100644 index 00000000..bbb875e1 --- /dev/null +++ b/scripts/parser/file/tabular_parser.py @@ -0,0 +1,115 @@ +"""Tabular parser. + +Contains parsers for tabular data files. + +""" +from pathlib import Path +from typing import Any, Dict, List, Union + +from parser.file.base_parser import BaseParser + + +class CSVParser(BaseParser): + """CSV parser. + + Args: + concat_rows (bool): whether to concatenate all rows into one document. + If set to False, a Document will be created for each row. + True by default. + + """ + + def __init__(self, *args: Any, concat_rows: bool = True, **kwargs: Any) -> None: + """Init params.""" + super().__init__(*args, **kwargs) + self._concat_rows = concat_rows + + def _init_parser(self) -> Dict: + """Init parser.""" + return {} + + def parse_file(self, file: Path, errors: str = "ignore") -> Union[str, List[str]]: + """Parse file. + + Returns: + Union[str, List[str]]: a string or a List of strings. + + """ + try: + import csv + except ImportError: + raise ValueError("csv module is required to read CSV files.") + text_list = [] + with open(file, "r") as fp: + csv_reader = csv.reader(fp) + for row in csv_reader: + text_list.append(", ".join(row)) + if self._concat_rows: + return "\n".join(text_list) + else: + return text_list + + +class PandasCSVParser(BaseParser): + r"""Pandas-based CSV parser. + + Parses CSVs using the separator detection from Pandas `read_csv`function. + If special parameters are required, use the `pandas_config` dict. + + Args: + concat_rows (bool): whether to concatenate all rows into one document. + If set to False, a Document will be created for each row. + True by default. + + col_joiner (str): Separator to use for joining cols per row. + Set to ", " by default. + + row_joiner (str): Separator to use for joining each row. + Only used when `concat_rows=True`. + Set to "\n" by default. + + pandas_config (dict): Options for the `pandas.read_csv` function call. + Refer to https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html + for more information. + Set to empty dict by default, this means pandas will try to figure + out the separators, table head, etc. on its own. + + """ + + def __init__( + self, + *args: Any, + concat_rows: bool = True, + col_joiner: str = ", ", + row_joiner: str = "\n", + pandas_config: dict = {}, + **kwargs: Any + ) -> None: + """Init params.""" + super().__init__(*args, **kwargs) + self._concat_rows = concat_rows + self._col_joiner = col_joiner + self._row_joiner = row_joiner + self._pandas_config = pandas_config + + def _init_parser(self) -> Dict: + """Init parser.""" + return {} + + def parse_file(self, file: Path, errors: str = "ignore") -> Union[str, List[str]]: + """Parse file.""" + try: + import pandas as pd + except ImportError: + raise ValueError("pandas module is required to read CSV files.") + + df = pd.read_csv(file, **self._pandas_config) + + text_list = df.apply( + lambda row: (self._col_joiner).join(row.astype(str).tolist()), axis=1 + ).tolist() + + if self._concat_rows: + return (self._row_joiner).join(text_list) + else: + return text_list diff --git a/scripts/parser/open_ai_func.py b/scripts/parser/open_ai_func.py new file mode 100644 index 00000000..70091324 --- /dev/null +++ b/scripts/parser/open_ai_func.py @@ -0,0 +1,72 @@ +import faiss +import pickle +import tiktoken +from langchain.vectorstores import FAISS +from langchain.embeddings import OpenAIEmbeddings + + +def num_tokens_from_string(string: str, encoding_name: str) -> int: +# Function to convert string to tokens and estimate user cost. + encoding = tiktoken.get_encoding(encoding_name) + num_tokens = len(encoding.encode(string)) + total_price = ((num_tokens/1000) * 0.0004) + return num_tokens, total_price + +def call_openai_api(docs): +# Function to create a vector store from the documents and save it to disk. + from tqdm import tqdm + docs_test = [docs[0]] + # remove the first element from docs + docs.pop(0) + # cut first n docs if you want to restart + #docs = docs[:n] + c1 = 0 + store = FAISS.from_documents(docs_test, OpenAIEmbeddings()) + for i in tqdm(docs, desc="Embedding ๐Ÿฆ–", unit="docs", total=len(docs), bar_format='{l_bar}{bar}| Time Left: {remaining}'): + try: + import time + store.add_texts([i.page_content], metadatas=[i.metadata]) + except Exception as e: + print(e) + print("Error on ", i) + print("Saving progress") + print(f"stopped at {c1} out of {len(docs)}") + faiss.write_index(store.index, "docs.index") + store_index_bak = store.index + store.index = None + with open("faiss_store.pkl", "wb") as f: + pickle.dump(store, f) + print("Sleeping for 60 seconds and trying again") + time.sleep(60) + faiss.write_index(store_index_bak, "docs.index") + store.index = store_index_bak + store.add_texts([i.page_content], metadatas=[i.metadata]) + c1 += 1 + + + faiss.write_index(store.index, "docs.index") + store.index = None + with open("faiss_store.pkl", "wb") as f: + pickle.dump(store, f) + +def get_user_permission(docs): +# Function to ask user permission to call the OpenAI api and spend their OpenAI funds. + # Here we convert the docs list to a string and calculate the number of OpenAI tokens the string represents. + #docs_content = (" ".join(docs)) + docs_content = "" + for doc in docs: + docs_content += doc.page_content + + + tokens, total_price = num_tokens_from_string(string=docs_content, encoding_name="cl100k_base") + # Here we print the number of tokens and the approx user cost with some visually appealing formatting. + print(f"Number of Tokens = {format(tokens, ',d')}") + print(f"Approx Cost = ${format(total_price, ',.2f')}") + #Here we check for user permission before calling the API. + user_input = input("Price Okay? (Y/N) \n").lower() + if user_input == "y": + call_openai_api(docs) + elif user_input == "": + call_openai_api(docs) + else: + print("The API was not called. No money was spent.") diff --git a/scripts/parser/schema/base.py b/scripts/parser/schema/base.py new file mode 100644 index 00000000..0871f88f --- /dev/null +++ b/scripts/parser/schema/base.py @@ -0,0 +1,35 @@ +"""Base schema for readers.""" +from dataclasses import dataclass + +from langchain.docstore.document import Document as LCDocument + +from parser.schema.schema import BaseDocument + + +@dataclass +class Document(BaseDocument): + """Generic interface for a data document. + + This document connects to data sources. + + """ + + def __post_init__(self) -> None: + """Post init.""" + if self.text is None: + raise ValueError("text field not set.") + + @classmethod + def get_type(cls) -> str: + """Get Document type.""" + return "Document" + + def to_langchain_format(self) -> LCDocument: + """Convert struct to LangChain document format.""" + metadata = self.extra_info or {} + return LCDocument(page_content=self.text, metadata=metadata) + + @classmethod + def from_langchain_format(cls, doc: LCDocument) -> "Document": + """Convert struct from LangChain document format.""" + return cls(text=doc.page_content, extra_info=doc.metadata) diff --git a/scripts/parser/schema/schema.py b/scripts/parser/schema/schema.py new file mode 100644 index 00000000..ec467e5a --- /dev/null +++ b/scripts/parser/schema/schema.py @@ -0,0 +1,64 @@ +"""Base schema for data structures.""" +from abc import abstractmethod +from dataclasses import dataclass +from typing import Any, Dict, List, Optional + +from dataclasses_json import DataClassJsonMixin + + +@dataclass +class BaseDocument(DataClassJsonMixin): + """Base document. + + Generic abstract interfaces that captures both index structs + as well as documents. + + """ + + # TODO: consolidate fields from Document/IndexStruct into base class + text: Optional[str] = None + doc_id: Optional[str] = None + embedding: Optional[List[float]] = None + + # extra fields + extra_info: Optional[Dict[str, Any]] = None + + @classmethod + @abstractmethod + def get_type(cls) -> str: + """Get Document type.""" + + def get_text(self) -> str: + """Get text.""" + if self.text is None: + raise ValueError("text field not set.") + return self.text + + def get_doc_id(self) -> str: + """Get doc_id.""" + if self.doc_id is None: + raise ValueError("doc_id not set.") + return self.doc_id + + @property + def is_doc_id_none(self) -> bool: + """Check if doc_id is None.""" + return self.doc_id is None + + def get_embedding(self) -> List[float]: + """Get embedding. + + Errors if embedding is None. + + """ + if self.embedding is None: + raise ValueError("embedding not set.") + return self.embedding + + @property + def extra_info_str(self) -> Optional[str]: + """Extra info string.""" + if self.extra_info is None: + return None + + return "\n".join([f"{k}: {str(v)}" for k, v in self.extra_info.items()])