PostgresML

Postgres with GPUs for ML/AI apps

🦉

[PostgresML @postgresml]

🚀 Implement semantic search in #Postgres in just 15 minutes. Pure SQL, no ML expertise needed.

🐘 Use pgml and pgvector extensions
🔢 Convert text to embeddings
⚖️ Measure vector similarity
📈 Optimize with HNSW indexes

👇

https://t.co/OQYRWFrrKd

#AIsearch #databasedev

[Sean Aguinaga @seanaguinaga]

@rauchg @postgresml has been there before 😎

[PostgresML @postgresml]

How to build a better search engine for @ycombinator job listings 🧠💻

Our guide shows you how to:

1⃣ Extract structured data from job listings
2⃣Create semantic embeddings for intelligent matching
3⃣Perform context-aware searches beyond simple
keywords

Powered by @runtrellis & the @postgresml SDK, Korvus

👇Tutorial: https://t.co/zyybs2RKZg

[PostgresML @postgresml]

PostgresML now supports Llama 3.2 🦙

🦉 Free for all Serverless Database users
🐘 Bring models to your data, not vice versa
✨ Smaller models, bigger capabilities

Read on in the blog: [https://t.co/HnB0OjNHzX https://t.co/DiZRmazvYG

[PostgresML @postgresml]

Ever wondered how RAG works inside a database?

Check out our latest chatbot ➡️

It performs RAG over all of Wikipedia, using open-source models directly in Postgres.

✨Full RAG workflow in one SQL query
🐘In-database processing
🌎100% open-source

Try it: https://t.co/xhUR3bZeSQ
What do you think about in-database ML?
#chatbots #RAG #OpenSourceAI

[PostgresML @postgresml]

@parker_lackey 👏 we love to see it.

Cheers to more projects that move the models to where the data lives instead of the other way around.

[PostgresML @postgresml]

Get all the details on the blog ⬇️

https://t.co/Ovw67VcqJB

[PostgresML @postgresml]

🚀 postgresml-django

Seamlessly integrate ML/AI with #django ORM

✨ Automatic in-database embeddings
🔍 Vector similarity search
🧠 ML-powered Django projects

Try it now, let us know what you think.

https://t.co/OXjQNEwBci

[Andrew Red 🥑 @AndrewRedUK]

PostgresML is an excellent AI extension to your pSQL database for training, using, and connecting AI 40x faster.

[PostgresML @postgresml]

Check out what @sudowrite pulled off with their #RAG stack using PostgresML:

⚡️ Whipped up a prototype in just 3 hours
📈Now crunching 1M+ calls/hour like it's nothing
🐘 Doing all this fancy AI stuff inside their database

Get the details here 👉 [https://t.co/9VdAndhD4n]

[Ryan Hill @zndx]

@code_star PostgresML / Korvus

[Bony Bean @bonybean]

Explore the groundbreaking Korvus project, a game-changer for building RAG workflows! This open-source tool leverages PostgresML for in-database machine learning, offering a unified, efficient approach. Learn more: https://t.co/H8VVQi57oK

[PostgresML @postgresml]

@Naveen_AIGeek @firecrawl Let us know what you think @Naveen_AIGeek!

[Firecrawl @firecrawl]

Want to do RAG on websites all with one DB call?

The team at @postgresml posted an amazing blog on how to use Firecrawl with their Korvus SDK which unifies the entire RAG pipeline in a single database query.

Check it out below 👇

[PostgresML @postgresml]

Too many enterprise AI/ML apps are out of date before they launch, and unmaintainable long term. 🙃

Why?

Complex data pipelines. X-functional teams work across multiple quarters to get it right. Isn't there a better way?

Read on in the blog.

⬇️

https://t.co/Igr2fHrahh