SQL Saturday San Diego’s Post

Text-to-SQL - fully local edition 🔐 The latest local LLMs are not only capable of RAG synthesis, but also querying structured databases. Diptiman Raichaudhuri has a great tutorial on how to build a fully local text-to-SQL setup, letting you query local databases without an internet connection. Stack:  🐤 DuckDB as the database 🦙Ollama + Mixtral-8x7B as the model 🦙 LlamaIndex as the text-to-sql orchestration Check out the full tutorial here: https://lnkd.in/gi_J7eNB

SQL dialects vary across databases, making it challenging to port queries between different database systems. SQLGlot addresses this by providing a parser and transpiler supporting 21 dialects. This enables automatic SQL translation between systems, eliminating the need for manual query rewrites. 📘 Full code: https://bit.ly/4dDLO96   🚀 Link to SQLGlot: https://bit.ly/3AjV5oC #SQL #Database #DataEngineering #DataScience

No need to struggle with complex database queries that become increasingly complicated as the decisions to be made by top managers grow more sensitive. With Meta's Llama 3, which you can deploy locally via Ollama, you only need to describe your query and that's it ! This is the Text-to-Sql branch of Generative AI ! It's undeniable that generative AI has made our lives easier. #AI #GenerativeAI #MetaAI #Llama3 #LocalDeployment #Ollama #DataQueries #DatabaseManagement #BusinessIntelligence #AIInnovation #TechSolutions #MachineLearning #ArtificialIntelligence #DataScience #TechRevolution #Efficiency #DecisionMaking

SQL dialects vary across databases, making it challenging to port queries between different database systems. SQLGlot addresses this by providing a parser and transpiler supporting 21 dialects.

🌟 Unlock the true potential of your SQL Server database with Ray Minds' latest blog on indexing! We’re committed to helping you optimize your database performance. Our comprehensive resource explores the different types of indexes—clustered, non-clustered, and full-text—and how they can dramatically improve query efficiency. Learn best practices for designing and implementing indexes tailored to your unique workloads, along with essential techniques for monitoring and maintaining index health. Mastering indexing strategies can significantly enhance your database’s responsiveness and performance. Let’s work together to elevate your data management capabilities! https://lnkd.in/gfZ-SEgn #SQLServer #DatabaseOptimization #Indexing #DataManagement #RayMinds

🚨 New destination alert! Artie (YC S23) now supports MS SQL Server! Reach out if you’re looking to sync your database data into MS SQL Server quickly and reliably. See our MS SQL Server docs - link in comments. #cdc #dataengineering #elt #data #datareplication #sqlserver

#day23 of #30daysofcode: Building bridges with Relational Databases! 🌉 Mastered the syntax to create tables, ensuring primary keys with the 'NOT NULL' clause, and establishing Foreign Keys to connect tables seamlessly. With just one week left, the journey continues to unfold! 💻🔗 #DatabaseCreation #SQLSyntax #relationaldatabases #sqlskills #DatabaseExploration #DatabaseMastery #SQLCoding #codingmilestone #keeplearning #nxtwave #ccbp #learningprogress #consistency #codingadventures #30daysofcodechallenge #30dayschallenge #codingjourney #sql #sqlchallenge #databasemanagement #databasequeries

Take a tour 🌐 of Serverless Databases with PingCAP training expert Jeff Bailey! Read the blog to learn more about benefits, use cases, and comparisons so you can choose the best #serverless database solution. 👌 #TiDB #SQL #ApplicationDevelopment

Complete DBMS - #Day_16 #Mapping Cardinalities(or Cardinality Ratio) - It express the number of entities that can be associated with another entities via a relationship set. For a binary relationship set R between two entity sets says A and B, the mapping cardinality must be one of the following :- i) One to One mapping - An entity in entity set A is associated with at most one entity in B and also by one entity from B to A. #Note - This can be achieved by connecting the primary key. ii) One to Many mapping - An entity in A is connected with any number(zero or more) of entities B, but entity in B can be connected only one entity in A. #Note - This can be achieved with the help of primary key and foreign key. iii) Many to One - An entity in A is connected with only one entity in B, while an entity in B can be connected with any number of entities in A. iv) Many to Many - An entity in A is connected with any number of entities in B and vice-versa. #Note - This can be achieved by creating a table and creating a relationship table. There is no other way. Follow Radha Jangid 😊 for more such posts !! #dbms #sql