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hemanth171/README.md

Hi there, I'm Hemanth! 👋

hemanth171

👨‍💻 About Me

  • 🔭 I’m currently working on [Project Name]
  • 🌱 I’m currently learning [New Tech, e.g., Cloud Native / Go]
  • 👯 I’m looking to collaborate on Open Source projects
  • 💬 Ask me about JavaScript, Python, or Web Development
  • ⚡ Fun fact: I love building things that solve real-world problems.

🛠 Tech Stack


📊 GitHub Stats


📫 Connect with me:

hemanth171 hemanth171

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  1. DataStructuresAndAlgorithms DataStructuresAndAlgorithms Public

    Data Structures and Algorithm solutions of different websites like Hackerrank, Leetcode, Geeksforgeeks

    Java

  2. RAGChatbot RAGChatbot Public

    RAG-Based Document Chatbot - Upload PDFs, TXT, or DOCX files and chat with your documents using advanced retrieval techniques. Features hybrid search (BM25 + vector), conversation memory, and local…

    Python

  3. RAGPipelineWithOpenAIAndLangchain RAGPipelineWithOpenAIAndLangchain Public

    A RAG pipeline demonstrating document ingestion, vector embeddings with ChromaDB, intelligent retrieval strategies, OpenAI/LangChain integration, prompt engineering, streaming responses, conversati…

    Python

  4. SimpleDocumentSearch SimpleDocumentSearch Public

    Simple TF-IDF/BM25 document search engine with preprocessing, cosine similarity, and evaluation metrics (Precision@K, Recall@K, MRR). Built with Python/NLTK for learning information retrieval funda…

    Python 1

  5. SimpleQASystem SimpleQASystem Public

    Dense Retriever + Simple QA System using sentence transformers, FAISS vector database, and semantic embeddings. Implements multiple chunking strategies, cosine similarity search, and extractive que…

    Python