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1. Payments-Regulation-QA-LangChain-RAG-OpenAI- Payments-Regulation-QA-LangChain-RAG-OpenAI- Public

   This application utilizes OpenAI and LangChain under Retrieval Augmented Generation (RAG) to retrieve information from the European Payment Services Regulation (PSR)

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2. Embedding-models-vs-Languages-performance Embedding-models-vs-Languages-performance Public

   This repository leverages **OpenAI** and **LangChain** to assess the accuracy of embedding models across multiple languages. As benchmarks, it utilizes a set of Q&A documents related with EU Regula…

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3. Personalize-emails-LangChain- Personalize-emails-LangChain- Public

   The project leverages OpenAI and LangChain to extract structured data from unstructured text and cluster customers into segments, enabling the creation of personalized email campaigns.

   Jupyter Notebook 1

4. LLMs-benchmarking-for-SCA-Reg LLMs-benchmarking-for-SCA-Reg Public

   This project employs LLaMA-Index and OpenAI-Evals frameworks to assess the performance of Large Language Models (LLMs) in accurately answering multiple-choice questions related to the European Regu…

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5. pyrit-red-teaming-sample_I pyrit-red-teaming-sample_I Public

   A simple implementation of Microsoft's PyRIT framework for conducting comprehensive red teaming attacks against AI models to provide automated adversarial testing capabilities with advanced configu…

   Jupyter Notebook 1

6. rag-evaluation-framework-I rag-evaluation-framework-I Public

   An evaluation example for Retrieval-Augmented Generation (RAG) systems that provides comparative analysis of two leading open-source evaluation frameworks: DeepEval and RAGAS. This application asse…

   Jupyter Notebook 1