Sumit Bhattacharyya – Medium

Sumit Bhattacharyya

Sumit Bhattacharyya

Extending Conversational Chatbots to Multimodal Inputs: A Literature Survey

Introduction

Jul 28

Extending Conversational Chatbots to Multimodal Inputs: A Literature Survey

Jul 28

Sumit Bhattacharyya

Enhancing RAG-Based Systems: A Multi-Source Retrieval Framework

Introduction

May 31

Enhancing RAG-Based Systems: A Multi-Source Retrieval Framework

May 31

Sumit Bhattacharyya

Enhancing Retrieval in RAG Systems for Practitioners

Retrieval-Augmented Generation (RAG) systems combine the strengths of large language models (LLMs) with a robust retrieval mechanism…

May 26

May 26

Sumit Bhattacharyya

Phi-3 Mini: The 3.8B Parameter Language Model for Developers

Artificial intelligence (AI) and large language models (LLMs) have made a significant leap with Phi-3 Mini-128K-Instruct. It’s a compact…

Apr 25

Apr 25

Sumit Bhattacharyya

Understanding SAMMO: Efficient Compile-Time Prompt Optimization

Microsoft Research’s recent paper, “Prompts As Programs: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization,” by…

Apr 4

Apr 4

Sumit Bhattacharyya

Elevating RAG Systems with CLAPNQ: A Benchmark for Generating Cohesive Long-form Answers

Introduction to CLAPNQ

Apr 3

Elevating RAG Systems with CLAPNQ: A Benchmark for Generating Cohesive Long-form Answers

Apr 3

Sumit Bhattacharyya

Enhancing Language Models with External Knowledge: Insights from the ARAGOG (Advanced RAG Output…

Introduction to RAG and Its Significance

Apr 2

Enhancing Language Models with External Knowledge: Insights from the ARAGOG (Advanced RAG Output…

Apr 2

Sumit Bhattacharyya

Simplifying Chatbot Responses with Adaptive-RAG

Chatbots are becoming smarter, thanks to the advancements in AI and machine learning. However, developers often face a challenge: how to…

Mar 27

Mar 27

Sumit Bhattacharyya

Recognizing International Mother Language Day: A Call to Preserve Our Linguistic Heritage

Every year on February 21st, the world observes International Mother Language Day, a reminder underscored by UNESCO to highlight the…

Feb 18

Feb 18

Sumit Bhattacharyya

Enhancing RAG-based Chatbots with LangGraph in LangChain

Introduction

Jan 26

Jan 26

Sumit Bhattacharyya

Sumit Bhattacharyya

Experienced and Passionate Software Architect adept in bringing forth expertise in design, development and maintenance of software systems.

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