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sentence-transformers

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AgriGenius: AI-Powered Agriculture Chatbot is a Python web application designed to empower farmers with information accessibility. AgriGenius leverages a Retrieval-Augmented Generation model to address farmer's agricultural queries with precise answers.

  • Updated Sep 6, 2024
  • JavaScript

Developed an intelligent AI chatbot utilizing the DeepSeek LLM, designed for efficient interaction with large documents such as textbooks and study materials. Integrated Docling for parsing and processing large files, and implemented a Retrieval-Augmented Generation (RAG) pipeline using FAISS and Sentence Transformers to optimize context retrieval

  • Updated May 5, 2025
  • JavaScript

AI-Powered Trend Spotter, an intelligent web app that scrapes social media data, identifies trending topics, and predicts what’s likely to trend in the next hour. Built with custom scrapers, NLP, and ML models - featuring real-time trend detection, sentiment analysis, and AI-generated summaries, all displayed in an interactive dashboard.

  • Updated Apr 13, 2025
  • JavaScript

Mind Vault is an AI-driven knowledge transfer system that extracts, organizes, and summarizes enterprise documents into a searchable knowledge base. It prevents knowledge loss, accelerates onboarding, and enhances productivity by delivering semantic search, automated insights, and traceable information access across teams.

  • Updated Sep 20, 2025
  • JavaScript

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