This platform is used to create bots whose job is to answer questions about a specific data source. It allows the automatic generation of a chat/voice bot swarm to attend all the data sources in an Open Data Portal.
The highlights of DataBot are:
- 💻 Import data through a friendly UI.
- 💾 Upload your dataset directly to the platform, or...
- 🌐 Automatically load all the data sources from an Open Data Portal through its API.
- 🔎 A data schema is automatically inferred from the data source, and can be enhanced 💪 to improve the bot knowledge about the data (e.g., synonyms or translations). This can be done either manually or using ✨AI.
- 🤖 Automatically generate a chatbot for each data source. These chatbots are powered by the BESSER Bot Framework. They recognize the user intent and generate the appropriate answer. So, no hallucinations at all.
- Generation of tabular📅 and graphical📈 answers.
- 🎙️ Interact with the chatbots either writing or speaking: voice recognition integrated.
- ✨ For those questions the bot fails to identify, AI can be used to generate the best possible answer.
- ✨ For the AI components (data schema enhancement and answer generation), we use the OpenAI API.
git clone https://github.com/BESSER-PEARL/databot
cd databot
pip install -r requirements.txt
python main.pyThis project is licensed under the MIT license
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