List: Council | Curated by Lorentz Yeung

Feb 20, 2025
13 stories
Council
In
Artificial Intelligence in Plain English
by
Pavan Emani
Goodbye, Text2SQL: Why Table-Augmented Generation (TAG) is the Future of AI-Driven Data Queries!Exploring the Future of Natural Language Queries with Table-Augmented Generation.
Sep 11, 2024
29
Sep 11, 2024
29
Yi Ai
Implementing Reasoning in Text-to-SQL AgentsUnlock Deeper Thinking in Any LLM
Feb 2
7
Feb 2
7
In
Wren AI
by
Howard Chi
Reducing Hallucinations in Text-to-SQL: Building Trust and Accuracy in Data AccessHow Schema Grounding, Semantic Layers, and Iterative Validation Can Enhance Text-to-SQL Reliability
Jan 7
1
Jan 7
1
In
TDS Archive
by
Steve Hedden
How to Build a Graph RAG AppUsing knowledge graphs and AI to retrieve, filter, and summarize medical journal articles
Dec 30, 2024
11
Dec 30, 2024
11
Not sure if the script is included 
Suchismita Sahu
SQL AI Agent: Build to DeploymentIn Data Engineering, many autonomous AI agents can be built to help data engineers to automate frequently done tasks, increased…
Dec 20, 2024
Dec 20, 2024
Quick win
In
TDS Archive
by
Hamza Gharbi
Building a Chat App with LangChain, LLMs, and Streamlit for Complex SQL Database InteractionBuild and deploy a chat application for complex database interaction with LangChain agents.
Feb 9, 2024
11
Feb 9, 2024
11
Don't miss it
Sourish Dey
Leveraging Supervised Fine Tuning to develop and deploy a SQL generator AI AgentLarge Language Models (LLMs) have proven to be powerful tools across industries, but one of the biggest challenges with their deployment is…
Oct 6, 2024
1
Oct 6, 2024
1
Later
Fateh Ali Aamir
A Multi-Layer RAG Chatbot with LangChain’s SQL Agent and MySQLChatbots are all the craze these days and RAG is a popular mechanism that is being thrown everywhere. In a more traditional sense, RAG is…
May 7, 2024
1
May 7, 2024
1
SQL agent only
In
The Deep Hub
by
Frank Morales Aguilera
Democratizing Data Access: An AI-Powered Text-to-SQL AgentFrank Morales Aguilera, BEng, MEng, SMIEEE
Dec 15, 2024
Dec 15, 2024
In
TDS Archive
by
Alan Jones
Transform Customer Feedback into Actionable Insights with CrewAI and StreamlitBuild an AI-powered app to analyze unstructured feedback, generate insightful reports, and create interactive visualizations
Dec 19, 2024
5
Dec 19, 2024
5
1
Beinset Hounwanou
Using LangChain and OpenAI to Query SQL Databases: A Practical ExampleIn this article, we will explore how to use LangChain and OpenAI to interact with an SQL database. We’ll walk through a Python script that…
Aug 30, 2024
Aug 30, 2024
2
In
Towards AI
by
Purankhoeval
Discover the power of LLM based SQL Agent for SAP HANA queriesImage generated by Author using Meta AI
Feb 26, 2024
1
Feb 26, 2024
1
In
AI Advances
by
Obinna Onyema
Text-to-SQL LLM App with Snowflake CortexEmpower business users with chat assistant that takes their regular questions in English to query a database. I include a bonus too!
Dec 16, 2024
Dec 16, 2024