PinnedShweta LodhaMastering the RAG Pipeline: Tips and Tricks for SuccessThe Retriever-Augmented Generation (RAG) pipeline is a powerful tool in the world of Natural Language Processing. It combines the strengths…2 min read·Feb 23, 2024--2--2
Shweta LodhaQuery Multiple CSV Files Together — Azure OpenAI + LangChainWhen dealing with multiple CSV files having different columns, it’s essential to have an efficient method for querying and extracting…2 min read·May 6, 2024----
Shweta LodhaImprove The Response Time From LLM — OpenAI and Azure OpenAISemantic Kernel, a powerful tool for integrating large language models into your applications, now supports streaming responses. In this…1 min read·Apr 19, 2024----
Shweta LodhaAll About Semantic Kernel — Ongoing SeriesIf you’ve not heard about Semantic Kernel, it is an open-source SDK, which bridges the gap between AI and native code.1 min read·Mar 21, 2024----
Shweta LodhaMonitor Your LLM Model Using Azure ML Prompt Flow (Preview) — Part 9This post is in continuation to my previous articles, where I explained about Azure Machine Learning Prompt Flow. Here are those:2 min read·Mar 1, 2024----
Shweta LodhaRAG Tip — Missed The Top Ranked DocumentsRAG which is short for Retrieval-Augmented Generation is a powerful technique that combines the natural language understanding and…1 min read·Feb 15, 2024----
Shweta LodhaRAG Tip — Correct Content Not ExtractedIn the world of LLM based applications, one of the most common challenges faced by the developers is ensuring that the correct content is…1 min read·Feb 15, 2024----
Shweta LodhaIntegrating LangChain With Azure ML Prompt Flow — Part 8This post is in continuation to my previous articles, where I explained about Azure Machine Learning Prompt Flow. Here are those:2 min read·Feb 15, 2024----
Shweta LodhaEvaluate Azure ML Prompt Flow Using Built-in Methods — Part 7This post is in continuation to my previous articles, where I explained about Azure Machine Learning Prompt Flow. Here are those:2 min read·Feb 9, 2024----