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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

Your Rails App Isn’t Slow—Your Database Is

Your Rails App Isn’t Slow—Your Database Is

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5 min read

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We Listened: Pgai Vectorizer Now Works With Any Postgres Database

We Listened: Pgai Vectorizer Now Works With Any Postgres Database

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6 min read
PostgreSQL vs. Qdrant for Vector Search: 50M Embedding Benchmark

PostgreSQL vs. Qdrant for Vector Search: 50M Embedding Benchmark

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2 min read
Connecting S3 and Postgres: Automatic Synchronization Without ETL Pipelines

Connecting S3 and Postgres: Automatic Synchronization Without ETL Pipelines

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10 min read
Postgres vs. Qdrant: Why Postgres Wins for AI and Vector Workloads

Postgres vs. Qdrant: Why Postgres Wins for AI and Vector Workloads

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4 min read
Connect Any Postgres to Real-Time Analytics

Connect Any Postgres to Real-Time Analytics

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7 min read
Building IoT Pipelines for Faster Analytics With IoT Core

Building IoT Pipelines for Faster Analytics With IoT Core

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7 min read
Text-to-SQL: A Developer’s Zero-to-Hero Guide

Text-to-SQL: A Developer’s Zero-to-Hero Guide

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9 min read
Document Loading, Parsing, and Cleaning in AI Applications

Document Loading, Parsing, and Cleaning in AI Applications

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16 min read
A PostgreSQL Database Replication Guide

A PostgreSQL Database Replication Guide

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8 min read
How to Integrate AWS Lambda With TimescaleDB for Scalable IoT Data Pipelines

How to Integrate AWS Lambda With TimescaleDB for Scalable IoT Data Pipelines

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6 min read
How Timescale Solves Real-Time Analytics in Postgres

How Timescale Solves Real-Time Analytics in Postgres

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5 min read
When Your IoT Data Outgrows Your Architecture

When Your IoT Data Outgrows Your Architecture

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4 min read
Connecting PHP and PostgreSQL: Expanding Timescale Integrations

Connecting PHP and PostgreSQL: Expanding Timescale Integrations

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2 min read
It’s Still Postgres—But Better: Timescale Integration Guides

It’s Still Postgres—But Better: Timescale Integration Guides

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1 min read
PostgreSQL Gotcha: ERROR: no partition of relation found for row—And How to Never See It Again

PostgreSQL Gotcha: ERROR: no partition of relation found for row—And How to Never See It Again

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3 min read
⚙️ SQL Patterns for Optimizing IoT Queries in TimescaleDB

⚙️ SQL Patterns for Optimizing IoT Queries in TimescaleDB

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4 min read
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
Connecting TypeScript and PostgreSQL: Timescale Integrations Expand

Connecting TypeScript and PostgreSQL: Timescale Integrations Expand

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7 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
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