The logic and idea, as well as part of the code of this application, come from Nikolas Schriefer. The original code can be found here. It was recreated using Taipy.
Demo Tweet Generation, powered by Taipy, enables users to create unique Tweets using cutting-edge AI models from OpenAI: GPT-3's Davinci engine for generating text and DALL·E for generating images.
Users can enter a topic, an optional mood parameter, and a Twitter account in a text prompt creation form. The application then generates an instruction to write a Tweet based on the given input and sends the prompt to the OpenAI API. The GPT-3 Davinci engine predicts the next likely word tokens based on its extensive training on public text data, resulting in the generation of a Tweet.
Moreover, the application can request and display an image from DALL·E, OpenAI's AI image creation model, using the generated Tweet text as input. This integration creates a unique Tweet that combines both text and image, providing an exciting way to generate content for social media platforms.
- Level: Basic
- Topic: Taipy-GUI
- Components/Controls:
- Taipy GUI: chart, input, button, image
This demo works with a Python version superior to 3.8. Install the dependencies of the requirements.txt and run the main_markdown.py or main_tgb.py.
src/: Contains the demo source code.src/data: Contains the application data files.
docs/: contains the images for the documentationCODE_OF_CONDUCT.md: Code of conduct for members and contributors of demo-tweet-generation.CONTRIBUTING.md: Instructions to contribute to demo-tweet-generation.INSTALLATION.md: Instructions to install demo-tweet-generation.LICENSE: The Apache 2.0 License.Pipfile: File used by the Pipenv virtual environment to manage project dependencies.README.md: Current file.
Copyright 2022 Avaiga Private Limited
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 http://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.
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Want to help build demo sales dashboard? Check out our CONTRIBUTING.md file.
Want to be part of the demo sales dashboard community? Check out our CODE_OF_CONDUCT.md file.