Rounak ShowforFutureSmart AI Blogblog.futuresmart.ai·Nov 29, 2024How to Build a Custom AI Agent Using LangGraph with RAG, NL2SQL and Web SearchIntroduction 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 ...Discuss·1 like·311 readsUltimate Langraph Tutoriallangchain
Vince Houdebinevinnys.hashnode.dev·Sep 19, 2024Chat with your Database using AI AgentsMost 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...Discuss·681 readsllm
Sandeep Pawarfabric.guru·Aug 30, 2024AI Skillet : Local Fabric AI Skills AppIf 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...Discuss·790 readsaiskills
Nitin Agarwalcognibits.hashnode.dev·May 20, 2024Large Language Models (LLMs) for Efficient NL2SQLNatural 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...DiscussNL2SQL
Pradip NichiteforFutureSmart AI Blogblog.futuresmart.ai·Mar 11, 2024Mastering Natural Language to SQL with LangChain | NL2SQLIntroduction 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...Aman Arora and 4 others are discussing this5 people are discussing thisDiscuss·15 likes·32.9K readslangchain
Pradip NichiteforFutureSmart AI Blogblog.futuresmart.ai·Apr 24, 2023LangChain, SQL Agents & OpenAI LLMs: Query Database Using Natural LanguageIntroduction 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...Discuss·5 likes·21.9K readslangchain
Rupesh GelalforFutureSmart AI Blogblog.futuresmart.ai·Mar 1, 2023Fine-Tuning GPT-3 for Natural Language to SQL Conversion: An In-Depth GuideThis 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...Adil Majeed and 4 others are discussing this5 people are discussing thisDiscuss·8 likes·13.1K readsGPT 3
