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chains

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This code is part of my Ph.D. research. The objective is to test the best chosen hybrid partitions with silhouette coefficient. It's called HPML Clusters Chains because we chain the labels of each cluster with subsequent clusters. It is a version of HPML where there is only the external chaining.

  • Updated Nov 2, 2025
  • R

This repository covers extensive tutorials on how to integrate LangSmith with LangChain with LangGraph to incorporate observability, monitoring, alerting, evaluation, etc. within complex LLM workflows and applications.

  • Updated Aug 21, 2025
  • Python

Smart Quiz Generator is a Streamlit-based app that uses GPT-4 to create quizzes (MCQ, True/False, or Fill-in-the-Blank) from your own documents (PDF/TXT) or web pages. It processes content, stores it in a FAISS vector store for quick retrieval, and generates customized quizzes based on a chosen topic.

  • Updated Aug 13, 2025
  • Python

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