UroBot is an experimental AI chat engine written in Python that focuses on intent identification and entity detection. This repository contains the source code and resources for building and using UroBot. Whether you want to create a simple chatbot or experiment with advanced AI-powered conversational applications, UroBot provides a foundation to get started.
UroBot is designed to understand user intent and extract entities from text inputs. It utilizes natural language processing (NLP) techniques, including pre-trained language models and machine learning algorithms, to achieve these functionalities. The project's aim is to be a versatile AI chat engine that can be integrated into various applications, ranging from basic chatbots to sophisticated virtual assistants.
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Intent Identification: UroBot can accurately determine the user's intent or purpose behind a given text input. It can classify user queries into predefined categories, such as greetings, questions, requests, etc.
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Entity Detection: The chat engine can also identify and extract specific entities from user inputs. For instance, if a user asks about the weather, UroBot can identify the location mentioned and respond accordingly.
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Extensibility: UroBot is designed to be easily extendable with new intents and entities. You can train the engine with your custom datasets to make it more suitable for your specific use case.
To use UroBot in your project, follow these steps:
- Clone the repository: Start by cloning this repository to your local machine using
git.
git clone https://github.com/parthvadhadiya/urobot.git
cd urobot