Sumit BhattacharyyaExtending Conversational Chatbots to Multimodal Inputs: A Literature SurveyIntroductionJul 28Jul 28
Sumit BhattacharyyaEnhancing RAG-Based Systems: A Multi-Source Retrieval FrameworkIntroductionMay 31May 31
Sumit BhattacharyyaEnhancing Retrieval in RAG Systems for PractitionersRetrieval-Augmented Generation (RAG) systems combine the strengths of large language models (LLMs) with a robust retrieval mechanism…May 26May 26
Sumit BhattacharyyaPhi-3 Mini: The 3.8B Parameter Language Model for DevelopersArtificial intelligence (AI) and large language models (LLMs) have made a significant leap with Phi-3 Mini-128K-Instruct. It’s a compact…Apr 25Apr 25
Sumit BhattacharyyaUnderstanding SAMMO: Efficient Compile-Time Prompt OptimizationMicrosoft Research’s recent paper, “Prompts As Programs: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization,” by…Apr 4Apr 4
Sumit BhattacharyyaElevating RAG Systems with CLAPNQ: A Benchmark for Generating Cohesive Long-form AnswersIntroduction to CLAPNQApr 3Apr 3
Sumit BhattacharyyaEnhancing Language Models with External Knowledge: Insights from the ARAGOG (Advanced RAG Output…Introduction to RAG and Its SignificanceApr 2Apr 2
Sumit BhattacharyyaSimplifying Chatbot Responses with Adaptive-RAGChatbots are becoming smarter, thanks to the advancements in AI and machine learning. However, developers often face a challenge: how to…Mar 27Mar 27
Sumit BhattacharyyaRecognizing International Mother Language Day: A Call to Preserve Our Linguistic HeritageEvery year on February 21st, the world observes International Mother Language Day, a reminder underscored by UNESCO to highlight the…Feb 181Feb 181