Ember

@pyemberproject

An open-source framework for composing compound AI systems

Joined February 2025

5Posts 111Followers 2Following

Ember

@pyemberproject

Aug 5

🔥 Workshop by @jaredq_ at the Agentic AI Summit (Aug. 2) highlighting how ML researchers are using Ember to 10x price performance for agentic systems 🧠 Thanks @BerkeleyRDI for hosting a great event!

pyemberproject's tweet image. 🔥 Workshop by @jaredq_ at the Agentic AI Summit (Aug. 2) highlighting how ML researchers are using Ember to 10x price performance for agentic systems 🧠

Thanks @BerkeleyRDI for hosting a great event!

Ember reposted

One of the underrated strengths of this framework is its suitability for production deployment—offering both reliability and reduced hallucinations. This work builds on concepts from the SPECIFICATIONS paper (arxiv.org/abs/2412.05299), with the Ember Operator abstraction at its…

Jared Quincy Davis

@jaredq_

Apr 9

Ember: an inference-time scaling architecture framework 🧵 (1/8)

Ember reposted

Jared Quincy Davis

@jaredq_

Apr 9

So we just OSS’ed this Ember library, and called it an inference-time scaling architectures framework. We deliberately avoided calling it an agentic or multi-agent framework. Here's why, via a quick thread 🧵 (1/6)

Jared Quincy Davis

@jaredq_

Apr 9

Ember: an inference-time scaling architecture framework 🧵 (1/8)

Ember reposted

Jared Quincy Davis

@jaredq_

Apr 9

Ember: an inference-time scaling architecture framework 🧵 (1/8)

Ember

@pyemberproject

Apr 8

Hello World! 👋 Project Ember is a compositional framework for compound AI systems. It gives ML researchers a toolset to achieve comparable performance to frontier LLMs at 1/1000th the cost (or less) with inference-time scaling. github.com/PyEmber/ember