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A research engine designed to deliver actionable insights by analyzing and interpreting multimodal inputs, including text, images, and other data types. It integrates diverse information sources to provide comprehensive and contextually relevant responses.

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AI-Driven-Research-Engine-for-Commercial-Courts

Explore the Demo

📜 Research Agent of Commercial Courts 🏛️

Welcome to the Research Agent for Commercial Courts project! This tool leverages the power of InLegalBERT, a fine-tuned language model specifically designed for the Indian legal system, to assist users in navigating commercial court-related legal documents with ease. This project is deployed using Gradio for an interactive user experience.

🚀 Features

  • Legal Research: Perform accurate and quick searches on Commercial Court-related documents based on the Indian legal system.
  • Conversational AI: Interact with the model to get legal insights, document summaries, and answers to questions.
  • Fine-tuned Model: Powered by the InLegalBERT model, trained on Indian legal texts including the Indian Penal Code (IPC) and case documents.
  • Simple Interface: User-friendly interface built using Gradio on Hugging Face Spaces.

💻 How to Use

  1. Visit the Gradio demo here.
  2. Enter your legal query related to Commercial Courts (for example, "What is the jurisdiction of Commercial Courts in India?").
  3. Get a concise, accurate response generated by InLegalBERT.
  4. Continue asking follow-up questions or conduct further research.

🛠️ Built with

  • InLegalBERT: Fine-tuned on Indian legal texts and datasets to provide accurate responses to Indian legal queries.
  • Gradio: An easy-to-use interface to interact with the model.
  • Hugging Face Spaces: Hosting and deploying the model seamlessly on the cloud.

📚 Model Information

  • Model Name: law-ai/InLegalBERT
  • IndiaKanoon API: New legal data directly fetched from IndiaKanoon, a trusted source for Indian legal cases.
  • Description: Pre-trained on Indian legal texts, this model specializes in understanding and generating responses for legal queries. Fine-tuned specifically for Commercial Court use cases.

🌟 Key Benefits

  • Accurate Results: Get responses tailored to Indian legal texts and court cases.
  • IndiaKanoon API Integration : Access real-time Indian legal data and case law directly for enhanced research capabilities.
  • Fast and Interactive: The Gradio interface allows for real-time interaction with the model.
  • User-Friendly: No prior legal knowledge is required to use the tool.

👨‍💼 Target Users

  • Lawyers: Conduct research on legal cases or Commercial Court procedures.
  • Judges and Judicial Officers: Gain insights and understanding of Commercial Court processes through reports.
  • Financial Legal Advisors: Get simplified explanations of legal concepts and court cases.

🎯 Future Plans

  • Expanding the scope to cover other Indian courts and legal systems.
  • Adding multilingual support for Hindi and regional languages.
  • Improving document summarization for lengthy legal texts.

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A research engine designed to deliver actionable insights by analyzing and interpreting multimodal inputs, including text, images, and other data types. It integrates diverse information sources to provide comprehensive and contextually relevant responses.

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