Pallavi SinhaEvaluating LLM-Powered Applications : Concept and Examples (using promptfoo)Large Language Models (LLMs) are key to many applications, including content creation, customer service chatbots, e-learning, medical…Jul 23Jul 23
Pallavi SinhaConfig-Driven Data Standardization Framework using SparkIn today’s data-driven world, organisations collect vast amounts of raw data from various sources. This data is often inconsistent, poorly…Jul 54Jul 54
Pallavi SinhaUnderstanding LLM-Based Agents and their Multi-Agent ArchitectureIn today’s era, large language models (LLMs) have emerged as formidable entities, capable of processing and generating human-like text with…May 1May 1
Pallavi SinhaLeveraging Generative AI for Enhanced Data Product DevelopmentIn this blog, I will share how we significantly reduced the time and effort for the Data Products curation process using Generative AI…Apr 162Apr 162
Pallavi SinhainCubedThe Art of Prompting: How to Guide LLM for Optimal ResultsIn the ever-evolving landscape of artificial intelligence (AI), the ability to harness the power of generative AI models has become a…Apr 82Apr 82
Pallavi SinhaCreate Python Package & Automate Publishing with GitHub Actions: A Quick GuideCreating and deploying a Python package can be a crucial step in sharing your code with the community and ensuring seamless distribution…Feb 22Feb 22
Pallavi SinhainGoPenAIRevolutionizing Code Debugging in Python with BiteFix 🚀In the fast-paced world of software development, debugging code errors can be a daunting task, consuming valuable time and resources…Feb 13Feb 13
Pallavi SinhaNavigating Data’s Timeline with Delta Table Time TravelDelta Lake’s time travel feature is a powerful capability that allows users to access and query historical versions of data stored in Delta…Dec 21, 2023Dec 21, 2023
Pallavi SinhaGet Hands-On with Useful Spark SQL FunctionsApache Spark, the versatile big data processing framework, offers Spark SQL, a crucial component for structured data analysis. Spark SQL…Oct 8, 2023Oct 8, 2023
Pallavi SinhaUpdate Delta Tables using MERGE in SparkApache Spark and Delta Lake have revolutionized the way we manage and process large-scale data. One of the key features of Delta Lake is…Sep 25, 2023Sep 25, 2023