Postgres with GPUs for ML/AI apps
🦉 https://t.co/vPFyV4vG65
⭐ https://t.co/4RcSlBieFt
💬 https://t.co/MdFYniGsr0postgresml.org San Francisco, CAJoined March 2023
🚀 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
👇
dlvr.it/TFZyVt#AIsearch#databasedev
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
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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: [dlvr.it/TDlprddlvr.it/TDlprh
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:…
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 👉 [postgresml.org/blog/sudowrite…]
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: ift.tt/ysPAOro
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 👇
Too many enterprise AI/ML apps are out of date before they launch, and unmaintainable long term.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.
⬇️
dlvr.it/TBd1P9
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