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Team Timescale

PostgreSQL insights for every developer journey. We share the latest database performance tips, query optimization guides, and hands-on tutorials to help you build better with PostgreSQL.

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Developer Advocate Team at Timescale

⚙️ SQL Patterns for Optimizing IoT Queries in TimescaleDB

⚙️ SQL Patterns for Optimizing IoT Queries in TimescaleDB

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4 min read

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10 Energy Data Problems Developers Can Now Solve with PostgreSQL

10 Energy Data Problems Developers Can Now Solve with PostgreSQL

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6 min read
Agentic RAG Best Practices: A Complete Guide for Building AI Apps With PostgreSQL

Agentic RAG Best Practices: A Complete Guide for Building AI Apps With PostgreSQL

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3 min read
Solving the OLTP-OLAP Divide: PostgreSQL B-tree and Hash Indexes for Columnar Data

Solving the OLTP-OLAP Divide: PostgreSQL B-tree and Hash Indexes for Columnar Data

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9 min read
5 Questions You Should Ask Before Adopting a TSDB for IIoT

5 Questions You Should Ask Before Adopting a TSDB for IIoT

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4 min read
How Real-Time Analytics in Oil & Gas Prevents Million-Dollar Failures

How Real-Time Analytics in Oil & Gas Prevents Million-Dollar Failures

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6 min read
10M IoT Data Points Daily at 50% Lower Storage Costs Using PostgreSQL

10M IoT Data Points Daily at 50% Lower Storage Costs Using PostgreSQL

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4 min read
Scaling Reads in PostgreSQL: How to Optimize Replicas for Performance

Scaling Reads in PostgreSQL: How to Optimize Replicas for Performance

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1 min read
Why HA Replication Matters: Scaling, Failover & Disaster Recovery

Why HA Replication Matters: Scaling, Failover & Disaster Recovery

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1 min read
Database Failover & Performance: Synchronous vs. Asynchronous Replication

Database Failover & Performance: Synchronous vs. Asynchronous Replication

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1 min read
Implementing & Monitoring Replicas in PostgreSQL

Implementing & Monitoring Replicas in PostgreSQL

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1 min read
Scaling a PostgreSQL database? You need replicas.

Scaling a PostgreSQL database? You need replicas.

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1 min read
How to Optimize Your PostgreSQL Ingest Rate (5 tips)

How to Optimize Your PostgreSQL Ingest Rate (5 tips)

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3 min read
Building a RAG System With Claude, PostgreSQL & Python on AWS

Building a RAG System With Claude, PostgreSQL & Python on AWS

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9 min read
TimescaleDB in 100 Seconds

TimescaleDB in 100 Seconds

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1 min read
You, Too, Can Scale Postgres to 2 PB and 1 T Metrics per Day

You, Too, Can Scale Postgres to 2 PB and 1 T Metrics per Day

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5 min read
5 Ways Timescale Cloud Accelerates Software Development

5 Ways Timescale Cloud Accelerates Software Development

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2 min read
PostgreSQL Indexes for Columnstore: 1,185x Faster Lookup Queries, 224x Faster Inserts in TimescaleDB

PostgreSQL Indexes for Columnstore: 1,185x Faster Lookup Queries, 224x Faster Inserts in TimescaleDB

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12 min read
10 Strategies for Scaling High-Volume Data in Postgres

10 Strategies for Scaling High-Volume Data in Postgres

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4 min read
Timescale 2025: Scaling Real-Time Analytics in Postgres

Timescale 2025: Scaling Real-Time Analytics in Postgres

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5 min read
Latitude Cuts DB Costs by $12K/Month While Scaling Real-Time AI Gaming 🎮

Latitude Cuts DB Costs by $12K/Month While Scaling Real-Time AI Gaming 🎮

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2 min read
Open-Source Databases for Real-Time Analytics

Open-Source Databases for Real-Time Analytics

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3 min read
Real-Time IoT Analytics at Scale: Concepts and Tools

Real-Time IoT Analytics at Scale: Concepts and Tools

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5 min read
PostgreSQL Cheat Sheet: Essential Commands & Queries

PostgreSQL Cheat Sheet: Essential Commands & Queries

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12 min read
🎥 Speed Up PostgreSQL Queries by 7x with Smarter Indexing

🎥 Speed Up PostgreSQL Queries by 7x with Smarter Indexing

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1 min read
PostgreSQL Security Best Practices: A Developer's Guide

PostgreSQL Security Best Practices: A Developer's Guide

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4 min read
5 Critical Questions to Ask Before Investing in a Time-Series Database for Industrial IoT

5 Critical Questions to Ask Before Investing in a Time-Series Database for Industrial IoT

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3 min read
PostgreSQL Extensions: Using PostGIS for Geospatial and Time-Series Data

PostgreSQL Extensions: Using PostGIS for Geospatial and Time-Series Data

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3 min read
How Hopthru powers real-time transit analytics from a 1 TB table

How Hopthru powers real-time transit analytics from a 1 TB table

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4 min read
Adding Postgres Extensions to Your Database

Adding Postgres Extensions to Your Database

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2 min read
8 Postgres Extensions You Need to Know

8 Postgres Extensions You Need to Know

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6 min read
Semantic Search With Cohere and PostgreSQL in 10 Minutes

Semantic Search With Cohere and PostgreSQL in 10 Minutes

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7 min read
Simulate an IoT sensor dataset

Simulate an IoT sensor dataset

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4 min read
A Developers Guide to PostgreSQL Extensions

A Developers Guide to PostgreSQL Extensions

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2 min read
Stop Over-Engineering AI Apps: The Case for Boring Technologies

Stop Over-Engineering AI Apps: The Case for Boring Technologies

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7 min read
Pgai Vectorizer Meets Python: Integrating SQLAlchemy and Alembic

Pgai Vectorizer Meets Python: Integrating SQLAlchemy and Alembic

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5 min read
One Line of SQL, All the LiteLLM Embeddings

One Line of SQL, All the LiteLLM Embeddings

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10 min read
🚀 pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

🚀 pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

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3 min read
🛠️ Devs Share How They Saved $112K/Month in Database Costs with TimescaleDB

🛠️ Devs Share How They Saved $112K/Month in Database Costs with TimescaleDB

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1 min read
✅ Easy Postgres Performance Boost: Hypertable Auto Chunk Size Recs

✅ Easy Postgres Performance Boost: Hypertable Auto Chunk Size Recs

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2 min read
IoT Renewable Energy Models: Building the Future With Time-Series Data

IoT Renewable Energy Models: Building the Future With Time-Series Data

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10 min read
Are AI Models Leaving Underserved Communities Behind?

Are AI Models Leaving Underserved Communities Behind?

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3 min read
Semantic Search With Ollama and PostgreSQL in 10 Minutes

Semantic Search With Ollama and PostgreSQL in 10 Minutes

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9 min read
🔨 Building Multi-Node Django Systems for Time Series Data [Free Course]

🔨 Building Multi-Node Django Systems for Time Series Data [Free Course]

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3 min read
From 14TB to 700GB: Optimizing Database Storage for Real-Time Monitoring

From 14TB to 700GB: Optimizing Database Storage for Real-Time Monitoring

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3 min read
How to Test Your PostgreSQL Connection

How to Test Your PostgreSQL Connection

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9 min read
How to Optimize PostgreSQL Cloud Costs With Tiered Storage

How to Optimize PostgreSQL Cloud Costs With Tiered Storage

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14 min read
Enhancing Text-to-SQL With Synthetic Summaries: A Few-Shot Learning Approach

Enhancing Text-to-SQL With Synthetic Summaries: A Few-Shot Learning Approach

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16 min read
What Is Semantic Search With Filters and How to Implement It With Pgvector and Python

What Is Semantic Search With Filters and How to Implement It With Pgvector and Python

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14 min read
Tutorial: How We Built a Reverse Video Search System Directly in PostgreSQL

Tutorial: How We Built a Reverse Video Search System Directly in PostgreSQL

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10 min read
Handling Billions of Rows in PostgreSQL

Handling Billions of Rows in PostgreSQL

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8 min read
How to Build a Time-Series Graph in Grafana to Visualize Data

How to Build a Time-Series Graph in Grafana to Visualize Data

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2 min read
Time-Series Everywhere: The Data Dimension You're Probably Overlooking

Time-Series Everywhere: The Data Dimension You're Probably Overlooking

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5 min read
OpenAI vs. Open-source: Embedding Model Showdown

OpenAI vs. Open-source: Embedding Model Showdown

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1 min read
7 Ways to Fix PostgreSQL Database Bloat

7 Ways to Fix PostgreSQL Database Bloat

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4 min read
PostgreSQL Storage Optimization: What Developers Must Know

PostgreSQL Storage Optimization: What Developers Must Know

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7 min read
How to Install psql on Mac, Ubuntu, Debian, Windows

How to Install psql on Mac, Ubuntu, Debian, Windows

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3 min read
PostgreSQL vs. Specialized Solutions: Evaluating Your Open-Source Database Options

PostgreSQL vs. Specialized Solutions: Evaluating Your Open-Source Database Options

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17 min read
How to Tell What Port PostgreSQL Is Running On

How to Tell What Port PostgreSQL Is Running On

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11 min read
How to Build an IoT Pipeline for Real-Time Analytics in PostgreSQL

How to Build an IoT Pipeline for Real-Time Analytics in PostgreSQL

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16 min read
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