{"id":21103456,"url":"https://github.com/hrishikeshwarrier4/taxmate","last_synced_at":"2026-05-04T16:38:39.887Z","repository":{"id":235611795,"uuid":"791007037","full_name":"hrishikeshwarrier4/taxmate","owner":"hrishikeshwarrier4","description":"TaxMate is a responsive chatbot designed to assist users with their tax-related queries by leveraging the power of a Large Language Model (LLM) integrated with a vector database. 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This application provides tax guidance by understanding user queries through natural language processing and retrieving relevant information from a structured tax guide dataset.\n\n## Features\n•\tNatural Language Query Handling: Users can ask questions in plain English and receive tax advice that is contextually relevant.\n\n•\tSemantic Search: Employs a vector database to fetch semantically similar documents based on the user's query, ensuring accurate and useful responses.\n\n•\tInteractive Chat Interface: Built using Streamlit, the interface is user-friendly and facilitates easy interaction with the chatbot.\n\n•\tSession Management: Maintains user session state to provide continuity in conversation, enhancing user experience.\n\n## Prerequisites\n•\tPython 3.8 or later\n\n•\tpip for Python package management\n\n•\tInstall the requirements.txt file\n\n•\tAccess to OpenAI API (API key required)\n\n## Installation\n1.\tClone the repository\n\n    git clone https://github.com/hrishikeshwarrier4/taxmate.git\n\n    cd taxmate \n\n3.\tInstall required Python packages\n\n    pip install -r requirements.txt \n\n## Setup\n1.\tAPI Key Configuration: You need to set up your OpenAI API key in the environment variables or directly in the script.\n\n    export OPENAI_API_KEY='your-openai-api-key' \n\n2.\tData Preparation: Ensure that your tax guide documents are stored in the directory specified by the data_directory variable in the script. These documents should be in PDF format.\n\n3.\tVector Database Initialization: Run the script once to initialize the vector database and populate it with embeddings from your documents.\n\n## Running the Application\nLaunch the application by running:\n\nstreamlit run main.py\n\nNavigate to localhost:8501 in your web browser to interact with the TaxMate chatbot.\n\n## Usage\nOnce the application is running:\n\n•\tYou will be greeted by the chat interface.\n\n•\tSimply type your tax-related query into the chat input box and press enter.\n\n•\tThe chatbot will process your query and return a response based on the information available in the tax guide documents.\n\n## Contributing\nWe welcome contributions to TaxMate! If you have suggestions or improvements, please fork the repository and submit a pull request.\n\n## License\nThis project is licensed under the MIT License - see the LICENSE file for details.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrishikeshwarrier4%2Ftaxmate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhrishikeshwarrier4%2Ftaxmate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrishikeshwarrier4%2Ftaxmate/lists"}