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Google just open-sourced their MCP server for databases. Connect any database to any AI agent in 10 lines of code. It's called MCP Toolbox. What it handles: → Connection pooling → Authentication → Query execution → Tool generation → OpenTelemetry tracing Supported databases: → PostgreSQL → MySQL → BigQuery → Firestore → Spanner → MongoDB → Redis → Elasticsearch → Snowflake → Oracle Works by defining a tool in YAML + Load it in Python Works with: → LangChain / LangGraph → LlamaIndex → Gemini CLI → Any MCP-compatible client 12.6k GitHub stars. Production-ready. → 💾 Save for when you're building agents that need database access ♻️ Repost if you've been writing custom database tools from scratch | 13 comments on LinkedIn

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Learn how different memory systems affect multi-agent planning. Comparing Memory Systems for LLM Agents highlights key performance metrics.

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What is a database? major database types, real-world examples, key features, and trends for choosing the best database in 2025

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Learn how to install and set up Neo4j. This article will help you start using Neo4j to explore connected data.

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Data definition language (DDL)
25 Jul 2025
dataconomy.com

Data Definition Language (DDL) is a subset of SQL used to define and modify the structure of database objects like tables and constraints.

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What are acid properties
23 May 2025
dataconomy.com

ACID properties are principles ensuring data reliability and integrity in transaction processing, focusing on Atomicity, Consistency, Isolation, and Durability.

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Databases in 2024: A Year in Review
2 Jan 2025
cs.cmu.edu

Andy rises from the ashes of his dead startup and discusses what happened in 2024 in the database game.

"We ran out of columns" - The best, worst codebase
4 Aug 2024
jimmyhmiller.github.io
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Parquet File Format: Everything You Need to Know
28 Jul 2024
towardsdatascience.com

New data flavors require new ways of storing them. Learn all you need to know about the Parquet file format

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This post is meant to guide you through some of the lessons I’ve learned while working with multi-terabyte datasets. The lessons shared are focused on what someone may face as the size of the…

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How Infisical migrated from MongoDB to PostgreSQL.

The race to replace Redis
30 Mar 2024
lwn.net
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Learn about different types of databases and find out how to design a functional and efficient database system, and compare popular RDBMSs like MySQL, Oracle, and PostgreSQL.

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S3 is files, but not a filesystem
10 Mar 2024
calpaterson.com

"Deep" modules, mismatched interfaces - and why SAP is so painful

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PostgreSQL, a widely adopted open-source relational database management system (RDBMS), offers robust...

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A hands-on dive into scalar quantization (integer quantization) and product quantization with Python.

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Not All Vector Databases Are Made Equal
28 May 2023
towardsdatascience.com

A detailed comparison of Milvus, Pinecone, Vespa, Weaviate, Vald, GSI and Qdrant

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What is a Vector Database? | Pinecone
7 May 2023
pinecone.io

Discover Vector Databases: How They Work, Examples, Use Cases, Pros & Cons, Selection and Implementation. They have combined capabilities of traditional databases and standalone vector indexes while specializing for vector embeddings.

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Vector database is a type of database that stores data as high-dimensional vectors, which are...

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You have probably seen or used the YAML format in configuration files. YAML (a recursive acronym for...

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Introduction Views and Common Table Expression or CTE are two important concept in...

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The Tough Climb To Profitability For MongoDB
10 Mar 2023
nextplatform.com

There is something weird about storage companies that were started around the same time as the Great Recession. The big ones that have gone public after

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Build Your Own Redis with C/C++ | Learn network programming and data structures

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Dense Vectors | Pinecone
28 Dec 2022
pinecone.io
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The fastest to run any graph algorithm on your data is by using Memgraph and MAGE. It’s super easy....

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A database is a collection of information that is structured for easy access. It mainly runs in a...

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Taking your database to the next level regarding scale is often harder than scaling web servers. In...

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10 Essential SQL Commands for Data Science
20 Oct 2022
kdnuggets.com

Learn SQL commands for filtering, string operations, alias, joining tables, if-else statements, and grouping.

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I have to conclusion how to setup MongoDB (NoSQL) with Jupyter Notebook by summary step like...

https://about.maps.earth/
14 Oct 2022
about.maps.earth
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How Discord Stores Billions of Messages
28 Aug 2022
discord.com

We decided early on to store all chat history forever so users can come back at any time and have their data available. This is a lot of data: how do we do it?

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Learn about Active Record and subqueries, views and materialized views, and domain types and composite types in Postgres and Ruby on Rails.

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Redis Explained
13 Aug 2022
architecturenotes.co

A deep technical dive into all things Redis. Covering various Redis topologies, data persistence and process forking.

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Let's open a hex editor and see what this thing is made of

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3 steps (+examples) to connect to MS SQL Server, MySQL, Oracle and many other databases

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PostgreSQL 14 Internals
14 Jul 2022
postgrespro.com

Postgres Professional is a PostgreSQL company delivering Postgres Pro DBMS and all kinds of PostgreSQL professional services worldwide

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Learn about the modern tools for data orchestration, data storage, analytical engineering, batch processing, and data streaming.

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When migrating from PostgreSQL to MySQL we often get stuck with syntax between databases. Here are...

Apt - PostgreSQL wiki
29 May 2022
wiki.postgresql.org
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Mycli - Python https://github.com/dbcli/mycli star 10.3k A Terminal Client for MySQL...

Wesley Aptekar-Cassels | Consider SQLite
29 Apr 2022
blog.wesleyac.com
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Optimizing Rails connections
18 Mar 2022
dev.to

How to configure database connections in your Rails app

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News & blog about Learn Enough (including the Ruby on Rails Tutorial)

PostgreSQL Exercises
13 Dec 2021
pgexercises.com
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SQL Basics Cheat Sheet
26 Nov 2021
learnsql.com

This 2-page SQL Basics Cheat Sheet will be a great value for beginners as well as for professionals. Download it in PDF or PNG format.

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10 Essential Psql Commands For Data Engineers
27 Oct 2021
towardsdatascience.com

Learn how to interact with PostgreSQL databases through the command line using PSQL.

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Advanced SQL operations
26 Jun 2021
towardsdatascience.com

Reviewing more advanced SQL operations to extract additional data insights from the Irish Weather dataset.

7 Lessons From 10 Outages – The Downtime Project
23 Jun 2021
downtimeproject.com
Ask HN: What is the SQLite of nosql databases?
13 Jun 2021
news.ycombinator.com
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Tricks for Advanced SQL Querying
12 May 2021
towardsdatascience.com

One of the most valuable technical skills I use working on a data science team in the retail space is SQL…

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Create, maintain, and contribute to a long-living dataset that will update itself automatically across projects.

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How to Use SQL RANK and DENSE_RANK Functions
25 Apr 2021
towardsdatascience.com

If you’ve been practicing your SQL religiously, like I suggested in Top Skills to Ace Every SQL Interview Question, then you’ve probably…

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Historically speaking, processing large amounts of structured data has been the domain of relational databases. Databases, consisting of tables that can be joined together or aggregated…

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Discover Baserow, the open-source no-code platform for building databases and applications. No code or technical skills needed. Start creating for free today!

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7 Must-Know Ideas about NoSQL
10 Mar 2021
thedigitalskye.com

How to avoid those dreaded pitfalls and “gotcha” moments when selecting databases for your next application?

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Dolt – Git for Data.

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What is a graph database?
8 Feb 2021
venturebeat.com

The graph database is popular with social networks, but there's no reason to limit it to tracking people and their friendships.

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8 Examples to Query a NoSQL Database
23 Jan 2021
towardsdatascience.com

A practical guide with MongoDB

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In this article, I will be discussing how to quickly setup a NoSQL database MongoDB with your brand new Rails 6 app. I am using Ubuntu…

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reddit: the front page of the internet
11 Jan 2021
blog.saeloun.com

Rails 6.1 has added support for switching connections for one database instead of all databases

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Python Pandas and SQLite
3 Nov 2020
towardsdatascience.com

Using SQLite to store your Pandas dataframes gives you a persistent store and a way of easily selecting and filtering your data

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How to manage external resources in Python with your custom context managers

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Encyclopedia of databases systems from Carnegie Mellon University. Curated by @andy_pavlo

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MongoDB Vs SQL
19 May 2020
towardsdatascience.com

MongoDB and SQL databases are two polar opposite sides of the backend world. The former deals with chaotic unstructured data, while the…

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With query examples you can run on your laptop

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On Sharding
14 Dec 2019
tbray.org
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Understanding Database Sharding | DigitalOcean
10 Mar 2019
digitalocean.com

Sharded databases have been receiving lots of attention in recent years, but many don’t have a clear understanding of what they are or the scenarios in which…

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The sudden increase in the volume of data from the order of gigabytes to zettabytes has created the need for a more organized file system for storage and processing of data. The demand stemming from the data market has brought Hadoop in the limelight making it one of biggest players in the industry. Hadoop Distributed… Read More »HDFS vs. HBase : All you need to know