# Project export: LearnIt This document was generated by HackStack to give an AI agent context about a hackathon project. Sections are labeled with their provenance; content marked as truncated was cut to keep this document small. ## Project metadata - Hackathon: Cal Hacks 11.0 - Tagline: Learn through educational generative AI video content. - Devpost: https://devpost.com/software/learnit-uzos68 - GitHub: https://github.com/leongmichael/learn-it - Video: https://www.youtube.com/embed/tL_x_3Ti6wI?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent - Team: 1 GitHub contributor(s) — leongmichael (47 commits) ## Devpost submission (written by the team) ### What it does LearnIt generates educational videos based on user prompts. LearnIt utilizes Google's Gemini 1.5 for script and video generation based on the user's prompts. To further aid in educating, DeepGram is used for audio narration to explain to users the concepts being taught on screen effectively. How it was built Manim - Powerful animation engine created by 3Blue1Brown used for video generation Google Gemini 1.5 - LLM used for script and video code generation using Manim DeepGram - SpeechAI used for script text-to-speech React - Javascript Frontend library for web app FastAPI - Python Backend library for server-side scripts Pydub - Python library for audio manipulation. Used to sync text-to-speech audio files to generated video Moviepy - Python library for video editing. Used to splice audio and video files together. Challenges ran into One challenge was having reliable Manim code to generate videos. Specifically, Gemini isn't always up-to-date with various libraries, Manim included. Therefore, if prompted to generate Manim code, it would generate non-functional code almost every time. To fix this issue, I fed up-to-date Manim documentation into the Gemini model to have it generate more accurate responses. This significantly increased the likelihood of generating usable code. One second challenge was generating a script that would sync up with the video. At the start, the script duration would be over 2x as long as the video duration. I tried to reduce the amount of unnecessary dialogue, but only slightly fixed the issue. Since the script duration would most always be longer than the video duration, given it wasn't already the same duration, I increased the speed of the text-to-speech audio outputs to align with the video duration. Though this further helped the issue, audio files with significantly longer durations would be sped up to the duration of low-duration videos, warping the quality of the audio. Due to the time constraints, I didn't manage to find a more viable solution. One last challenge was incorporating non-physics/math videos. Manim is meant for math-based animations. Therefore, it was not viable to have users generate videos on other subjects (history, economics, etc). In the future, I'd like to incorporate another engine/video/image generation to generate a larger variety of videos. Accomplishments proud of I've never used a LLM API before so I'm proud of what I was able to implement in such a short time-frame. I'm also proud to use more of a variety of different APIs/frameworks. I never considered using SpeechAI APIs prior to this but now that I've used DeepGram, I hope to continue using it for future projects. Furthermore, I've never used FastAPI before so I was glad to learn more web frameworks. What was learned As mentioned above, I learned to use LLM APIs, specifically Google's Gemini 1.5. Furthermore, I learned how to use DeepGram's text-to-speech API as well as FastAPI for backend development. ### What's next LearnIt currently only utilizes Manim for video generation, so I'd like to incorporate other engines/video/image generation to generate a larger variety of videos. Furthermore, I'd like to be able for users to prompt live questions regarding outputted videos and create subsequent video responses (i.e. clarifying a misconception that was mentioned in the initial video). Finally, I hope to host this publically for people across the world to utilize and optimize learning. ## README (from the GitHub repository) # LearnIt Learn through generative AI video content. \ ## Setup / Installation - [Install](https://nodejs.org/en/download) Node.js 18 or higher - [Install](https://www.python.org/downloads/release/python-3110/) Python 3.11 or higher In the `server` directory, you need the following yaml configuration file ```keys.yaml``` to save the Google Gemini and Deepgram API keys: ``` gemini: "KEY" deepgram: "KEY" ``` ## Available Scripts NOTE: Scripts are directory dependent. Certain scripts will not work in other directories. ### `npm run electron-dev` Runs the application frontend client in the development mode. Make sure to run in the `client` directory. ### `npm install` Installs all packages listed in the `package.json` file in the directory you are in. Make sure to run in the `client` directory. ### `npm run format` Formats all code using Prettier. Make sure to run in the `client` directory to format all JavaScript files. \ In VS Code, you can install the plugin [Prettier - Code formatter](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) to format code automatically when saving a file. ### ```source env/bin/activate``` Starts Python virtual environment. Make sure to run in the `server` directory. ### ```deactivate``` Deactivates Python virtual environment. Make sure to run in the `server` directory. ### `pip install -r requirements.txt` Installs all required dependencies to run the Python scripts. Make sure to run in the `server` directory. ## Detected evidence (automated analysis) Indexed codebase: 5678 recognized source files, 78386 KB. - C (language) — detected in the code - C++ (language) — detected in the code - CSS (language) — detected in the code - FastAPI (technology) — detected in the code - HTML (language) — detected in the code - JavaScript (language) — detected in the code - Python (language) — detected in the code - React (technology) — detected in the code - Google Gemini (technology) — claimed on Devpost, not found in the code ## Codebase structure (from repository index) ### Files (120 of 7815) ``` client/.gitignore client/.prettierrc client/package.json client/public/electron.js client/public/index.html client/public/manifest.json client/public/robots.txt client/src/App.js client/src/components/VideoPlayer.js client/src/index.css client/src/index.js client/src/pages/Home.js client/src/pages/NotFound.js client/src/pages/Template.js client/src/reportWebVitals.js client/src/setupTests.js client/videogen.py README.md server/.gitignore server/documentation.txt server/env/bin/activate server/env/bin/activate.csh server/env/bin/activate.fish server/env/bin/Activate.ps1 server/env/bin/cygdb server/env/bin/cython server/env/bin/cythonize server/env/bin/f2py server/env/bin/httpx server/env/bin/manim server/env/bin/manimce server/env/bin/markdown-it server/env/bin/normalizer server/env/bin/pip server/env/bin/pip3 server/env/bin/pip3.11 server/env/bin/pygmentize server/env/bin/pyrsa-decrypt server/env/bin/pyrsa-encrypt server/env/bin/pyrsa-keygen server/env/bin/pyrsa-priv2pub server/env/bin/pyrsa-sign server/env/bin/pyrsa-verify server/env/bin/python server/env/bin/python3 server/env/bin/python3.11 server/env/bin/srt server/env/bin/srt-deduplicate server/env/bin/srt-fixed-timeshift server/env/bin/srt-linear-timeshift server/env/bin/srt-lines-matching server/env/bin/srt-mux server/env/bin/srt-normalise server/env/bin/srt-play server/env/bin/srt-process server/env/bin/tqdm server/env/bin/watchmedo server/env/lib/python3.11/site-packages/_distutils_hack/__init__.py server/env/lib/python3.11/site-packages/_distutils_hack/override.py server/env/lib/python3.11/site-packages/_moderngl.py server/env/lib/python3.11/site-packages/_yaml/__init__.py server/env/lib/python3.11/site-packages/aenum-3.1.15.dist-info/INSTALLER server/env/lib/python3.11/site-packages/aenum-3.1.15.dist-info/METADATA server/env/lib/python3.11/site-packages/aenum-3.1.15.dist-info/RECORD server/env/lib/python3.11/site-packages/aenum-3.1.15.dist-info/top_level.txt server/env/lib/python3.11/site-packages/aenum-3.1.15.dist-info/WHEEL server/env/lib/python3.11/site-packages/aenum/__init__.py server/env/lib/python3.11/site-packages/aenum/_common.py server/env/lib/python3.11/site-packages/aenum/_constant.py server/env/lib/python3.11/site-packages/aenum/_enum.py server/env/lib/python3.11/site-packages/aenum/_py2.py server/env/lib/python3.11/site-packages/aenum/_py3.py server/env/lib/python3.11/site-packages/aenum/_tuple.py server/env/lib/python3.11/site-packages/aenum/CHANGES server/env/lib/python3.11/site-packages/aenum/doc/aenum.rst server/env/lib/python3.11/site-packages/aenum/LICENSE server/env/lib/python3.11/site-packages/aenum/test_v3.py server/env/lib/python3.11/site-packages/aenum/test_v37.py server/env/lib/python3.11/site-packages/aenum/test.py server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/INSTALLER server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/licenses/LICENSE server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/licenses/NOTICE server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/METADATA server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/RECORD server/env/lib/python3.11/site-packages/aiofiles-24.1.0.dist-info/WHEEL server/env/lib/python3.11/site-packages/aiofiles/__init__.py server/env/lib/python3.11/site-packages/aiofiles/base.py server/env/lib/python3.11/site-packages/aiofiles/os.py server/env/lib/python3.11/site-packages/aiofiles/ospath.py server/env/lib/python3.11/site-packages/aiofiles/tempfile/__init__.py server/env/lib/python3.11/site-packages/aiofiles/tempfile/temptypes.py server/env/lib/python3.11/site-packages/aiofiles/threadpool/__init__.py server/env/lib/python3.11/site-packages/aiofiles/threadpool/binary.py server/env/lib/python3.11/site-packages/aiofiles/threadpool/text.py server/env/lib/python3.11/site-packages/aiofiles/threadpool/utils.py server/env/lib/python3.11/site-packages/aiohappyeyeballs-2.4.3.dist-info/INSTALLER server/env/lib/python3.11/site-packages/aiohappyeyeballs-2.4.3.dist-info/LICENSE server/env/lib/python3.11/site-packages/aiohappyeyeballs-2.4.3.dist-info/METADATA server/env/lib/python3.11/site-packages/aiohappyeyeballs-2.4.3.dist-info/RECORD server/env/lib/python3.11/site-packages/aiohappyeyeballs-2.4.3.dist-info/WHEEL server/env/lib/python3.11/site-packages/aiohappyeyeballs/__init__.py server/env/lib/python3.11/site-packages/aiohappyeyeballs/_staggered.py server/env/lib/python3.11/site-packages/aiohappyeyeballs/impl.py server/env/lib/python3.11/site-packages/aiohappyeyeballs/py.typed server/env/lib/python3.11/site-packages/aiohappyeyeballs/types.py server/env/lib/python3.11/site-packages/aiohappyeyeballs/utils.py server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/INSTALLER server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/LICENSE.txt server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/METADATA server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/RECORD server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/top_level.txt server/env/lib/python3.11/site-packages/aiohttp-3.10.10.dist-info/WHEEL server/env/lib/python3.11/site-packages/aiohttp/__init__.py server/env/lib/python3.11/site-packages/aiohttp/_cparser.pxd server/env/lib/python3.11/site-packages/aiohttp/_find_header.pxd server/env/lib/python3.11/site-packages/aiohttp/_headers.pxi server/env/lib/python3.11/site-packages/aiohttp/_helpers.pyi server/env/lib/python3.11/site-packages/aiohttp/_helpers.pyx server/env/lib/python3.11/site-packages/aiohttp/_http_parser.pyx server/env/lib/python3.11/site-packages/aiohttp/_http_writer.pyx [7695 more files omitted for size] ``` ### Dependencies - client/package.json: @emotion/react@^11.13.0, @emotion/styled@^11.13.0, @fontsource/roboto@^5.0.3, @googlemaps/google-maps-services-js@^3.4.0, @mui/icons-material@^5.16.6, @mui/material@^5.16.6, @mui/x-date-pickers@^7.10.0, @testing-library/jest-dom@^5.16.5, @testing-library/react@^13.4.0, @testing-library/user-event@^13.5.0, axios@^1.7.2, chart.js@^4.4.3, child_process@^1.0.2, concurrently@^9.0.1, cross-env@^7.0.3, dayjs@^1.11.11, deck.gl@^8.9.30, electron@^33.0.2, electron-builder@^25.1.8, electron-is-dev@^3.0.1, js-yaml@^4.1.0, lucide-react@^0.453.0, mapbox-gl@^2.15.0, moment@^2.30.1, moment-timezone@^0.5.44, papaparse@^5.4.1, prettier@^3.3.3, react@^18.2.0, react-chartjs-2@^5.2.0, react-dom@^18.2.0, react-dropzone@^14.2.3, react-map-gl@^7.1.6, react-router-dom@^6.14.0, react-scripts@^5.0.1, wait-on@^8.0.1, web-vitals@^2.1.4 - server/requirements.txt: aenum@==3.1.15, aiofiles@==24.1.0, aiohappyeyeballs@==2.4.3, aiohttp@==3.10.10, aiosignal@==1.3.1, annotated-types@==0.7.0, anyio@==4.6.2.post1, appnope@==0.1.4, asttokens@==2.4.1, attrs@==24.2.0, black@==22.12.0, cachetools@==5.5.0, casadi@==3.6.3, certifi@==2024.8.30, charset-normalizer@==3.4.0, click@==8.1.7, cloup@==3.0.5, comm@==0.2.2, contourpy@==1.2.0, cycler@==0.12.1, Cython@==3.0.11, dataclasses-json@==0.6.7, debugpy@==1.8.1, decorator@==4.4.2, deepgram-sdk@==3.7.4, deprecation@==2.1.0, distlib@==0.3.9, dnspython@==2.7.0, email_validator@==2.2.0, executing@==2.0.1, fastapi@==0.115.2, fastapi-cli@==0.0.5, filelock@==3.16.1, fonttools@==4.47.0, frozenlist@==1.4.1, glcontext@==3.0.0, google-ai-generativelanguage@==0.6.10, google-api-core@==2.21.0, google-api-python-client@==2.149.0, google-auth@==2.35.0, google-auth-httplib2@==0.2.0, google-generativeai@==0.8.3, googleapis-common-protos@==1.65.0, googlemaps@==4.10.0, grpcio@==1.67.0, grpcio-status@==1.67.0, h11@==0.14.0, httpcore@==1.0.6, httplib2@==0.22.0, httptools@==0.6.4, httpx@==0.27.2, idna@==3.10, imageio@==2.36.0, imageio-ffmpeg@==0.5.1, ipykernel@==6.29.4, ipython@==8.23.0, isosurfaces@==0.1.2, jedi@==0.19.1, Jinja2@==3.1.4, joblib@==1.4.2, jupyter_client@==8.6.1, jupyter_core@==5.7.2, kiwisolver@==1.4.5, manim@==0.18.1, ManimPango@==0.6.0, mapbox_earcut@==1.0.2, markdown-it-py@==3.0.0, MarkupSafe@==3.0.2, marshmallow@==3.23.0, matplotlib@==3.8.2, matplotlib-inline@==0.1.7, mdurl@==0.1.2, moderngl@==5.12.0, moderngl-window@==2.4.6, moviepy@==1.0.3, mplcursors@==0.5.3, multidict@==6.1.0, multipledispatch@==1.0.0, mypy-extensions@==1.0.0, nest-asyncio@==1.6.0, networkx@==3.4.1, numpy@==1.26.4, numpy-stl@==3.1.1, packaging@==24.1, pandas@==2.0.2, parso@==0.8.4, pathspec@==0.12.1, pexpect@==4.9.0, pillow@==11.0.0, platformdirs@==4.1.0, proglog@==0.1.10, prompt-toolkit@==3.0.43, propcache@==0.2.0, proto-plus@==1.24.0, protobuf@==5.28.2, psutil@==5.9.8, ptyprocess@==0.7.0, pure-eval@==0.2.2, pyasn1@==0.6.1, pyasn1_modules@==0.4.1, pycairo@==1.27.0, pydantic@==2.9.2, pydantic_core@==2.23.4, pydub@==0.25.1, pygame@==2.2.0, pyglet@==2.0.18, Pygments@==2.18.0, pyntcore@==2023.4.2.0, pyobjc-core@==10.3.1, pyobjc-framework-Cocoa@==10.3.1, PyOpenGL@==3.1.6, pyparsing@==3.2.0, PyQt5@==5.15.10, PyQt5-Qt5@==5.15.12, PyQt5-sip@==12.13.0, PyQt6@==6.4.0, PyQt6-Qt6@==6.6.1, PyQt6-sip@==13.6.0, pyqtgraph@==0.13.1, pyrr@==0.10.3, python-dateutil@==2.8.2, python-dotenv@==1.0.1, python-multipart@==0.0.12, python-utils@==3.8.1, pytz@==2024.1, PyYAML@==6.0.2, pyzmq@==26.0.0, qtmodern@==0.2.0, QtPy@==2.4.1, requests@==2.32.3, rich@==13.9.2, robotpy-wpinet@==2023.4.3.0, robotpy-wpiutil@==2023.4.3.0, rsa@==4.9, scikit-learn@==1.5.1, scipy@==1.14.1, screeninfo@==0.8.1, seaborn@==0.13.2, shellingham@==1.5.4, simplejson@==3.19.2, six@==1.16.0, skia-pathops@==0.8.0.post2, sniffio@==1.3.1, srt@==3.5.3, stack-data@==0.6.3, starlette@==0.40.0, svgelements@==1.9.6, tabulate@==0.9.0, threadpoolctl@==3.5.0, tk@==0.1.0, tornado@==6.4, tqdm@==4.66.5, traitlets@==5.14.2, transformations@==2024.6.1, typer@==0.12.5, typing_extensions@==4.12.2, typing-inspect@==0.9.0, tzdata@==2024.1, ucimlrepo@==0.0.7, uritemplate@==4.1.1, urllib3@==2.2.3, uvicorn@==0.32.0, uvloop@==0.21.0, virtualenv@==20.27.0, watchdog@==5.0.3, watchfiles@==0.24.0, wcwidth@==0.2.13, websockets@==13.1, yarl@==1.15.5 ### Recent commits (newest first) - ignore pycache - read documentation from txt file - change current working directory - conver to local processes (#3) - Convert to Electron Application (#2) - Update README.md - remove header - adjust image width - optimize readme - remove temp files - cleanup - tuning 4 - tuning 3 - tuning 2 - model tuning - remove unused - cleanup - cleanup - default video - misc styling ## Key source files (fetched from GitHub, selected and truncated for size) ### server/env/lib/python3.11/site-packages/mapbox_earcut-1.0.2.dist-info/LICENSE.md ```markdown The bindings to the earcut library are licensed under the following terms: > ISC License > > Copyright (c) 2018, Samuel Kogler > > Permission to use, copy, modify, and/or distribute this software for any purpose > with or without fee is hereby granted, provided that the above copyright notice > and this permission notice appear in all copies. > > THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH > REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND > FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, > INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS > OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER > TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF > THIS SOFTWARE. For the license of the actual earcut library, see the license file in the include folder. ``` ### server/env/lib/python3.11/site-packages/idna-3.10.dist-info/LICENSE.md ```markdown BSD 3-Clause License Copyright (c) 2013-2024, Kim Davies and contributors. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ``` ### client/package.json ``` { "name": "client", "version": "0.1.0", "type": "module", "private": true, "dependencies": { "@emotion/react": "^11.13.0", "@emotion/styled": "^11.13.0", "@fontsource/roboto": "^5.0.3", "@googlemaps/google-maps-services-js": "^3.4.0", "@mui/icons-material": "^5.16.6", "@mui/material": "^5.16.6", "@mui/x-date-pickers": "^7.10.0", "@testing-library/jest-dom": "^5.16.5", "@testing-library/react": "^13.4.0", "@testing-library/user-event": "^13.5.0", "axios": "^1.7.2", "chart.js": "^4.4.3", "child_process": "^1.0.2", "dayjs": "^1.11.11", "deck.gl": "^8.9.30", "electron-is-dev": "^3.0.1", "js-yaml": "^4.1.0", "lucide-react": "^0.453.0", "mapbox-gl": "^2.15.0", "moment": "^2.30.1", "moment-timezone": "^0.5.44", "papaparse": "^5.4.1", "prettier": "^3.3.3", "react": "^18.2.0", "react-chartjs-2": "^5.2.0", "react-dom": "^18.2.0", "react-dropzone": "^14.2.3", "react-map-gl": "^7.1.6", "react-router-dom": "^6.14.0", "react-scripts": "^5.0.1", "web-vitals": "^2.1.4" }, "main": "public/electron.js", "scripts": { "start": "react-scripts start", "build": "react-scripts build", "test": "react-scripts test", "eject": "react-scripts eject", "format": "prettier ./ --write", "format-check": "prettier ./ --check", "electron-dev": "concurrently \"cross-env BROWSER=none npm start\" \"wait-on http://localhost:3000 && electron .\"", "electron-pack": "npm run build && electron-builder -c.extraMetadata.main=build/electron.js", "preelectron-pack": "npm run build" }, "eslintConfig": { "extends": [ "react-app", "react-app/jest" ] }, "browserslist": { "production": [ ">0.2%", "not dead", "not op_mini all" ], "development": [ "last 1 chrome version", "last 1 firefox version", "last 1 safari version" ] }, "devDependencies": { "concurrently": "^9.0.1", "cross-env": "^7.0.3", "electron": "^33.0.2", "electron-builder": "^25.1.8", "wait-on": "^8.0.1" }, "build": { "appId": "com.example.electron-react", "files": [ "build/**/*", "node_modules/**/*" ], "directories": { "buildResources": "assets" } } } ``` ### server/requirements.txt ``` aenum==3.1.15 aiofiles==24.1.0 aiohappyeyeballs==2.4.3 aiohttp==3.10.10 aiosignal==1.3.1 annotated-types==0.7.0 anyio==4.6.2.post1 appnope==0.1.4 asttokens==2.4.1 attrs==24.2.0 black==22.12.0 cachetools==5.5.0 casadi==3.6.3 certifi==2024.8.30 charset-normalizer==3.4.0 click==8.1.7 cloup==3.0.5 comm==0.2.2 contourpy==1.2.0 cycler==0.12.1 Cython==3.0.11 dataclasses-json==0.6.7 debugpy==1.8.1 decorator==4.4.2 deepgram-sdk==3.7.4 deprecation==2.1.0 distlib==0.3.9 dnspython==2.7.0 email_validator==2.2.0 executing==2.0.1 fastapi==0.115.2 fastapi-cli==0.0.5 filelock==3.16.1 fonttools==4.47.0 frozenlist==1.4.1 glcontext==3.0.0 google-ai-generativelanguage==0.6.10 google-api-core==2.21.0 google-api-python-client==2.149.0 google-auth==2.35.0 google-auth-httplib2==0.2.0 google-generativeai==0.8.3 googleapis-common-protos==1.65.0 googlemaps==4.10.0 grpcio==1.67.0 grpcio-status==1.67.0 h11==0.14.0 httpcore==1.0.6 httplib2==0.22.0 httptools==0.6.4 httpx==0.27.2 idna==3.10 imageio==2.36.0 imageio-ffmpeg==0.5.1 ipykernel==6.29.4 ipython==8.23.0 isosurfaces==0.1.2 jedi==0.19.1 Jinja2==3.1.4 joblib==1.4.2 jupyter_client==8.6.1 jupyter_core==5.7.2 kiwisolver==1.4.5 manim==0.18.1 ManimPango==0.6.0 mapbox_earcut==1.0.2 markdown-it-py==3.0.0 MarkupSafe==3.0.2 marshmallow==3.23.0 matplotlib==3.8.2 matplotlib-inline==0.1.7 mdurl==0.1.2 moderngl==5.12.0 moderngl-window==2.4.6 moviepy==1.0.3 mplcursors==0.5.3 multidict==6.1.0 multipledispatch==1.0.0 mypy-extensions==1.0.0 nest-asyncio==1.6.0 networkx==3.4.1 numpy==1.26.4 numpy-stl==3.1.1 packaging==24.1 pandas==2.0.2 parso==0.8.4 pathspec==0.12.1 pexpect==4.9.0 pillow==11.0.0 platformdirs==4.1.0 proglog==0.1.10 prompt-toolkit==3.0.43 propcache==0.2.0 proto-plus==1.24.0 protobuf==5.28.2 psutil==5.9.8 ptyprocess==0.7.0 pure-eval==0.2.2 pyasn1==0.6.1 pyasn1_modules==0.4.1 pycairo==1.27.0 pydantic==2.9.2 pydantic_core==2.23.4 pydub==0.25.1 pygame==2.2.0 pyglet==2.0.18 Pygments==2.18.0 pyntcore==2023.4.2.0 pyobjc-core==10.3.1 pyobjc-framework-Cocoa==10.3.1 PyOpenGL==3.1.6 pyparsing==3.2.0 PyQt5==5.15.10 PyQt5-Qt5==5.15.12 PyQt5-sip==12.13.0 PyQt6==6.4.0 PyQt6-Qt6==6.6.1 PyQt6-sip==13.6.0 pyqtgraph==0.13.1 pyrr==0.10.3 python-dateutil==2.8.2 python-dotenv==1.0.1 python-multipart==0.0.12 python-utils==3.8.1 pytz==2024.1 PyYAML==6.0.2 pyzmq==26.0.0 qtmodern==0.2.0 QtPy==2.4.1 requests==2.32.3 rich==13.9.2 robotpy-wpinet==2023.4.3.0 robotpy-wpiutil==2023.4.3.0 rsa==4.9 scikit-learn==1.5.1 scipy==1.14.1 screeninfo==0.8.1 seaborn==0.13.2 shellingham==1.5.4 simplejson==3.19.2 six==1.16.0 skia-pathops==0.8.0.post2 sniffio==1.3.1 srt==3.5.3 stack-data==0.6.3 starlette==0.40.0 svgelements==1.9.6 tabulate==0.9.0 threadpoolctl==3.5.0 tk==0.1.0 tornado==6.4 tqdm==4.66.5 traitlets==5.14.2 transformations==2024.6.1 typer==0.12.5 typing-inspect==0.9.0 typing_extensions==4.12.2 tzdata==2024.1 ucimlrepo==0.0.7 uritemplate==4.1.1 urllib3==2.2.3 uvicorn==0.32.0 uvloop==0.21.0 virtualenv==20.27.0 watchdog==5.0.3 watchfiles==0.24.0 wcwidth==0.2.13 websockets==13.1 yarl==1.15.5 ``` ### server/main.py ```python import sys from gemini import enter_prompt from tts import tts from videoediting import speed_up_audio, output_video, delete_media import re import time import subprocess def process_prompt(prompt): print("running") response = enter_prompt(prompt) script = "" code = "" find_code = re.search(r'"code":\s*"(.*?)"\s*}', response, re.DOTALL) if find_code: code = find_code.group(1) # Unescape the escaped quotes and backslashes code = code.encode().decode('unicode_escape') else: print("code not found") find_script = re.search(r'"script":\s*"(.*?)",\s*"code":', response, re.DOTALL) if find_script: script = find_script.group(1) # Unescape the escaped quotes and backslashes script = script.encode().decode('unicode_escape') else: print("script not found") # text to speech tts(script) # write generated code to python file with open('videogen.py', 'w') as file: file.write(code) # run terminal script to generate manim video try: command = "manim videogen.py GeneratedScene -ql" result = subprocess.run(command, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE) # Get the output and error (if any) output = result.stdout.decode() error = result.stderr.decode() print("Output:\n", output) if error: print("Error:\n", error) except subprocess.CalledProcessError as e: print(f"An error occurred: {e}") speed = speed_up_audio() time.sleep(0.5) output_video(speed) delete_media() return {"prompt": prompt} if __name__ == "__main__": if len(sys.argv) > 1: prompt = sys.argv[1] process_prompt(prompt) ``` ### client/src/index.js ```javascript import React from "react"; import ReactDOM from "react-dom/client"; import App from "./App.js"; import "./index.css"; import reportWebVitals from "./reportWebVitals.js"; const root = ReactDOM.createRoot(document.getElementById("root")); root.render( ); // If you want to start measuring performance in your app, pass a function // to log results (for example: reportWebVitals(console.log)) // or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals reportWebVitals(); ``` ### client/src/App.js ```javascript import { ThemeProvider, createTheme } from "@mui/material"; import { Suspense } from "react"; import { BrowserRouter, Route, Routes } from "react-router-dom"; import Home from "./pages/Home.js"; import NotFound from "./pages/NotFound.js"; const theme = createTheme({}); export default function App() { return ( } /> } /> ); } ``` ### server/env/lib/python3.11/site-packages/rsa/cli.py ```python # Copyright 2011 Sybren A. Stüvel # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Commandline scripts. These scripts are called by the executables defined in setup.py. """ import abc import sys import typing import optparse import rsa import rsa.key import rsa.pkcs1 HASH_METHODS = sorted(rsa.pkcs1.HASH_METHODS.keys()) Indexable = typing.Union[typing.Tuple, typing.List[str]] def keygen() -> None: """Key generator.""" # Parse the CLI options parser = optparse.OptionParser( usage="usage: %prog [options] keysize", description='Generates a new RSA key pair of "keysize" bits.', ) parser.add_option( "--pubout", type="string", help="Output filename for the public key. The public key is " "not saved if this option is not present. You can use " "pyrsa-priv2pub to create the public key file later.", ) parser.add_option( "-o", "--out", type="string", help="Output filename for the private key. The key is " "written to stdout if this option is not present.", ) parser.add_option( "--form", help="key format of the private and public keys - default PEM", choices=("PEM", "DER"), default="PEM", ) (cli, cli_args) = parser.parse_args(sys.argv[1:]) if len(cli_args) != 1: parser.print_help() raise SystemExit(1) try: keysize = int(cli_args[0]) except ValueError as ex: parser.print_help() print("Not a valid number: %s" % cli_args[0], file=sys.stderr) raise SystemExit(1) from ex print("Generating %i-bit key" % keysize, file=sys.stderr) (pub_key, priv_key) = rsa.newkeys(keysize) # Save public key if cli.pubout: print("Writing public key to %s" % cli.pubout, file=sys.stderr) data = pub_key.save_pkcs1(format=cli.form) with open(cli.pubout, "wb") as outfile: outfile.write(data) # Save private key data = priv_key.save_pkcs1(format=cli.form) if cli.out: print("Writing private key to %s" % cli.out, file=sys.stderr) with open(cli.out, "wb") as outfile: outfile.write(data) else: print("Writing private key to stdout", file=sys.stderr) sys.stdout.buffer.write(data) class CryptoOperation(metaclass=abc.ABCMeta): """CLI callable that operates with input, output, and a key.""" keyname = "public" # or 'private' usage = "usage: %%prog [options] %(keyname)s_key" description = "" operation = "decrypt" operation_past = "decrypted" operation_progressive = "decrypting" input_help = "Name of the file to %(operation)s. Reads from stdin if " "not specified." output_help = ( "Name of the file to write the %(operation_past)s file " "to. Written to stdout if this option is not present." ) expected_cli_args = 1 has_output = True key_class = rsa.PublicKey # type: typing.Type[rsa.key.AbstractKey] def __init__(self) -> None: self.usage = self.usage % self.__class__.__dict__ self.input_help = self.input_help % self.__class__.__dict__ self.output_help = self.output_help % self.__class__.__dict__ @abc.abstractmethod def perform_operation( self, indata: bytes, key: rsa.key.AbstractKey, cli_args: Indexable ) -> typing.Any: """Performs the program's operation. Implement in a subclass. :returns: the data to write to the output. """ def __call__(self) -> None: """Runs the program.""" (cli, cli_args) = self.parse_cli() key = self.read_key(cli_args[0], cli.keyform) indata = self.read_infile(cli.input) print(self.operation_progressive.title(), file=sys.stderr) outdata = self.perform_operation(indata, key, cli_args) if self.has_output: self.write_outfile(outdata, cli.output) def parse_cli(self) -> typing.Tuple[optparse.Values, typing.List[str]]: """Parse the CLI options :returns: (cli_opts, cli_args) """ parser = optparse.OptionParser(usage=self.usage, description=self.description) parser.add_option("-i", "--input", type="string", help=self.input_help) if self.has_output: parser.add_option("-o", "--output", type="string", help=self.output_help) parser.add_option( "--keyform", help="Key format of the %s key - default PEM" % self.keyname, choices=("PEM", "DER"), default="PEM", ) (cli, cli_args) = parser.parse_args(sys.argv[1:]) if len(cli_args) != self.expected_cli_args: parser.print_help() raise SystemExit(1) return cli, cli_args def read_key(self, filename: str, keyform: str) -> rsa.key.AbstractKey: """Reads a public or private key.""" print("Reading %s key from %s" % (self.keyname, filename), file=sys.stderr) with open(filename, "rb") as keyfile: keydata = keyfile.read() return self.key_class.load_pkcs1(keydata, keyform) def read_infile(self, inname: str) -> bytes: """Read the input file""" if inname: [truncated — 4182 more characters] ``` ### server/env/lib/python3.11/site-packages/tqdm/cli.py ```python """ Module version for monitoring CLI pipes (`... | python -m tqdm | ...`). """ import logging import re import sys from ast import literal_eval as numeric from textwrap import indent from .std import TqdmKeyError, TqdmTypeError, tqdm from .version import __version__ __all__ = ["main"] log = logging.getLogger(__name__) def cast(val, typ): log.debug((val, typ)) if " or " in typ: for t in typ.split(" or "): try: return cast(val, t) except TqdmTypeError: pass raise TqdmTypeError(f"{val} : {typ}") # sys.stderr.write('\ndebug | `val:type`: `' + val + ':' + typ + '`.\n') if typ == 'bool': if (val == 'True') or (val == ''): return True if val == 'False': return False raise TqdmTypeError(val + ' : ' + typ) if typ == 'chr': if len(val) == 1: return val.encode() if re.match(r"^\\\w+$", val): return eval(f'"{val}"').encode() raise TqdmTypeError(f"{val} : {typ}") if typ == 'str': return val if typ == 'int': try: return int(val) except ValueError as exc: raise TqdmTypeError(f"{val} : {typ}") from exc if typ == 'float': try: return float(val) except ValueError as exc: raise TqdmTypeError(f"{val} : {typ}") from exc raise TqdmTypeError(f"{val} : {typ}") def posix_pipe(fin, fout, delim=b'\\n', buf_size=256, callback=lambda float: None, callback_len=True): """ Params ------ fin : binary file with `read(buf_size : int)` method fout : binary file with `write` (and optionally `flush`) methods. callback : function(float), e.g.: `tqdm.update` callback_len : If (default: True) do `callback(len(buffer))`. Otherwise, do `callback(data) for data in buffer.split(delim)`. """ fp_write = fout.write if not delim: while True: tmp = fin.read(buf_size) # flush at EOF if not tmp: getattr(fout, 'flush', lambda: None)() return fp_write(tmp) callback(len(tmp)) # return buf = b'' len_delim = len(delim) # n = 0 while True: tmp = fin.read(buf_size) # flush at EOF if not tmp: if buf: fp_write(buf) if callback_len: # n += 1 + buf.count(delim) callback(1 + buf.count(delim)) else: for i in buf.split(delim): callback(i) getattr(fout, 'flush', lambda: None)() return # n while True: i = tmp.find(delim) if i < 0: buf += tmp break fp_write(buf + tmp[:i + len(delim)]) # n += 1 callback(1 if callback_len else (buf + tmp[:i])) buf = b'' tmp = tmp[i + len_delim:] # ((opt, type), ... ) RE_OPTS = re.compile(r'\n {4}(\S+)\s{2,}:\s*([^,]+)') # better split method assuming no positional args RE_SHLEX = re.compile(r'\s*(? : \2', d) split = RE_OPTS.split( [truncated — 5094 more characters] ``` ### server/env/lib/python3.11/site-packages/markdown_it/main.py ```python from __future__ import annotations from collections.abc import Callable, Generator, Iterable, Mapping, MutableMapping from contextlib import contextmanager from typing import Any, Literal, overload from . import helpers, presets from .common import normalize_url, utils from .parser_block import ParserBlock from .parser_core import ParserCore from .parser_inline import ParserInline from .renderer import RendererHTML, RendererProtocol from .rules_core.state_core import StateCore from .token import Token from .utils import EnvType, OptionsDict, OptionsType, PresetType try: import linkify_it except ModuleNotFoundError: linkify_it = None _PRESETS: dict[str, PresetType] = { "default": presets.default.make(), "js-default": presets.js_default.make(), "zero": presets.zero.make(), "commonmark": presets.commonmark.make(), "gfm-like": presets.gfm_like.make(), } class MarkdownIt: def __init__( self, config: str | PresetType = "commonmark", options_update: Mapping[str, Any] | None = None, *, renderer_cls: Callable[[MarkdownIt], RendererProtocol] = RendererHTML, ): """Main parser class :param config: name of configuration to load or a pre-defined dictionary :param options_update: dictionary that will be merged into ``config["options"]`` :param renderer_cls: the class to load as the renderer: ``self.renderer = renderer_cls(self) """ # add modules self.utils = utils self.helpers = helpers # initialise classes self.inline = ParserInline() self.block = ParserBlock() self.core = ParserCore() self.renderer = renderer_cls(self) self.linkify = linkify_it.LinkifyIt() if linkify_it else None # set the configuration if options_update and not isinstance(options_update, Mapping): # catch signature change where renderer_cls was not used as a key-word raise TypeError( f"options_update should be a mapping: {options_update}" "\n(Perhaps you intended this to be the renderer_cls?)" ) self.configure(config, options_update=options_update) def __repr__(self) -> str: return f"{self.__class__.__module__}.{self.__class__.__name__}()" @overload def __getitem__(self, name: Literal["inline"]) -> ParserInline: ... @overload def __getitem__(self, name: Literal["block"]) -> ParserBlock: ... @overload def __getitem__(self, name: Literal["core"]) -> ParserCore: ... @overload def __getitem__(self, name: Literal["renderer"]) -> RendererProtocol: ... @overload def __getitem__(self, name: str) -> Any: ... def __getitem__(self, name: str) -> Any: return { "inline": self.inline, "block": self.block, "core": self.core, "renderer": self.renderer, }[name] def set(self, options: OptionsType) -> None: """Set parser options (in the same format as in constructor). Probably, you will never need it, but you can change options after constructor call. __Note:__ To achieve the best possible performance, don't modify a `markdown-it` instance options on the fly. If you need multiple configurations it's best to create multiple instances and initialize each with separate config. """ self.options = OptionsDict(options) def configure( self, presets: str | PresetType, options_update: Mapping[str, Any] | None = None ) -> MarkdownIt: """Batch load of all options and component settings. This is an internal method, and you probably will not need it. But if you will - see available presets and data structure [here](https://github.com/markdown-it/markdown-it/tree/master/lib/presets) We strongly recommend to use presets instead of direct config loads. That will give better compatibility with next versions. """ if isinstance(presets, str): if presets not in _PRESETS: raise KeyError(f"Wrong `markdown-it` preset '{presets}', check name") config = _PRESETS[presets] else: config = presets if not config: raise ValueError("Wrong `markdown-it` config, can't be empty") options = config.get("options", {}) or {} if options_update: options = {**options, **options_update} # type: ignore self.set(options) # type: ignore if "components" in config: for name, component in config["components"].items(): rules = component.get("rules", None) if rules: self[name].ruler.enableOnly(rules) rules2 = component.get("rules2", None) if rules2: self[name].ruler2.enableOnly(rules2) return self def get_all_rules(self) -> dict[str, list[str]]: """Return the names of all active rules.""" rules = { chain: self[chain].ruler.get_all_rules() for chain in ["core", "block", "inline"] } rules["inline2"] = self.inline.ruler2.get_all_rules() return rules def get_active_rules(self) -> dict[str, list[str]]: """Return the names of all active rules.""" rules = { chain: self[chain].ruler.get_active_rules() for chain in ["core", "block", "inline"] } rules["inline2"] = self.inline.ruler2.get_active_rules() return rules def enable( self, names: str | Iterable[str], ignoreInvalid: bool = False ) -> MarkdownIt: """Enable list or rules. (chainable) :param names: rule name or list of rule names to enable. :param ignoreInvalid: set `true` to ignore errors when rule not found. It will a [truncated — 6772 more characters] ``` [5210 more indexed source files omitted to keep this export small. The full file list is in the Codebase structure section above.]