Jan 18, 2025 · 6 min read · Introduction AI adoption has shifted significantly in recent years. Earlier, businesses focused on classical machine learning models for tasks like classification and Named Entity Recognition (NER). Now, almost every project we build at FutureSmart A...
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Nov 29, 2024 · 10 min read · Introduction In this blog post, we will walk you through the process of creating a custom AI agent with three powerful tools: Web Search, Retrieval-Augmented Generation (RAG), and Natural Language to SQL (NL2SQL), all integrated within the LangGraph ...
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Sep 19, 2024 · 13 min read · Most organizations and practitioners leveraging Generative AI are using Retrieval Augmented Generation (RAG) to ground LLMs with their internal enterprise data. The patterns are well understood and robust enough for RAG based systems to generate valu...
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Aug 30, 2024 · 3 min read · If you are a regular reader of this blog, you probably know I have been testing Fabric AI Skills extensively. I have written three blogs so far on various ways the AI Skills endpoint can be used. The feature is still in preview but I am excited to se...
JSurya commentedMay 20, 2024 · 5 min read · Natural Language to SQL (NL2SQL) is a transformative technology that enables non-technical users to interact with databases using natural language queries instead of complex SQL syntax. This capability is becoming increasingly important in business e...
Join discussionMar 11, 2024 · 14 min read · Introduction Welcome to our deep dive into revolutionizing the way we interact with databases using Natural Language Processing (NLP) and LangChain. In today's data-driven world, the ability to query databases without needing to know complex SQL synt...
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Apr 24, 2023 · 6 min read · Introduction Natural language querying allows users to interact with databases more intuitively and efficiently. By leveraging the power of LangChain, SQL Agents, and OpenAI's Large Language Models (LLMs) like ChatGPT, we can create applications that...
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Mar 1, 2023 · 7 min read · This blog will dive into using GPT-3 for Natural Language to SQL (NL2SQL) conversion. The article provides an overview of NL2SQL conversion and its challenges, an introduction to GPT-3 and its capabilities and limitations, and a step-by-step guide to...
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