Hamilton (@hamilton_os) 's Twitter Profile
Hamilton

@hamilton_os

OS project to build testable & modular dataflows (DAGs) in #python Get lineage & observability for free. Use in DE, DS, ML, LLMs contexts. Run by @DAGWorks.

ID: 1501792841625792513

linkhttps://github.com/DAGWorks-Inc/hamilton calendar_today10-03-2022 05:31:42

507 Tweet

238 Followers

91 Following

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Check out my latest article: Week of September 16th. This week: * some #socialproof quotes! * two Pydantic features, one for Apache Burr (incubating) (typed state!), one for Apache Hamilton (incubating) * OS contributed features for Apache Hamilton (incubating) * Link to blog on OpenLineage integration

Heavybit (@heavybit) 's Twitter Profile Photo

Don't miss episode 19 of Generationship! Rachel Chalmers and Stefan Krawczyk unpack two offerings from DAGWorks Inc. (YC W23) that are really turning heads in the developer community: Hamilton and Burr. Tune in! bit.ly/3MyfNnn

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Check out the latest article in my newsletter: Week of September 23rd 1. new Apache Hamilton (incubating) feature contributed by an OS user - @ pipe_output ! 2. some minor bug fixes for Apache Burr (incubating) 3. come sign up for next month's Hamilton Meetup 4. congrats to @salesteqai for their

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Super excited for this guest post from Best Egg 🥚 on "Building a Better Feature Platform with Apache Hamilton (incubating)" via @dagworks: open.substack.com/pub/dagworks/p… It's built on SnowflakeDB, using #python, with Apache Hamilton (incubating). #featureengineering #datascience #mlops #dataengineering

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Check out the latest article in my newsletter: Week of October 7th Some things that shipped: Apache Burr (incubating): - V1.0 of our #annotations workflow. Take it for a spin, and let us know what needs to be improved! Apache Hamilton (incubating): - new "mutate" decorator. Helpful to more quickly

Check out the latest article in my newsletter: Week of October 7th 
Some things that shipped:
<a href="/burr_framework/">Apache Burr (incubating)</a>:
- V1.0 of our #annotations workflow. Take it for a spin, and let us know what needs to be improved!

<a href="/hamilton_os/">Apache Hamilton (incubating)</a>:
 - new "mutate" decorator. Helpful to more quickly
Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

🎉 Excited to announce that Shreya Shankar has joined us DAGWorks Inc. (YC W23) as an advisor. Her research & what we're building with Apache Hamilton (incubating) & Apache Burr (incubating) overlaps. I'm excited to work together more closely. For more see my update: new features, docs, video etc linkedin.com/pulse/week-oct…

Heavybit (@heavybit) 's Twitter Profile Photo

In ep. 22 of Generationship, Rachel Chalmers speaks with Elijah Ben Izzy (elijah) of DAGWorks Inc. (YC W23) about the importance of streaming in chatbot interactions, highlighting how partial, real-time responses can significantly enhance user engagement. hubs.ly/Q02T9RdP0

In ep. 22 of Generationship, <a href="/rachelchalmers/">Rachel Chalmers</a> speaks with Elijah Ben Izzy (<a href="/elijahbenizzy/">elijah</a>) of <a href="/DagWorks/">DAGWorks Inc. (YC W23)</a> about the importance of streaming in chatbot interactions, highlighting how partial, real-time responses can significantly enhance user engagement.
hubs.ly/Q02T9RdP0
Vo (@lignol23) 's Twitter Profile Photo

FlowerPower - Python workflow framework Based on Apache Hamilton (incubating) and APScheduler 🔄 DAG-based pipelines ⏰ Scheduling ⚙️ Simple YAML-based setup 📊 Tracking 📡 Distributed execution github.com/legout/flowerp…

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Excited to be running a course on Maven 🏛 with Hugo Bowne-Anderson around building GenAI products using "first principles". But the course material isn't set yet. We'd love your feedback please! If you can spare a few minutes, we'd love your input here - maven.com/forms/b83ce4

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

A Apache Burr (incubating) user shared this video youtube.com/watch?v=evmZTh… with me on the "problem with frameworks". Worth a watch. I 💯% agree with the take home. The "coupling problem" is the reason why people graduate out of frameworks like LangChain & LlamaIndex 🦙. You become

A <a href="/burr_framework/">Apache Burr (incubating)</a> user shared this video youtube.com/watch?v=evmZTh… with me on the "problem with frameworks". Worth a watch.

I 💯% agree with the take home. The "coupling problem" is the reason why people graduate out of frameworks like <a href="/LangChainAI/">LangChain</a> &amp; <a href="/llama_index/">LlamaIndex 🦙</a>. You become
Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Super excited for this post by thierryjean that provides a well laid out golden path for folks iterating in the #GenAI space. This follows up from my tweet yesterday about framework coupling. If the framework allows loose coupling, then graduating out of it isn't a thing you'll

Super excited for this post by <a href="/thierryjean/">thierryjean</a> that provides a well laid out golden path for folks iterating in the #GenAI space.

This follows up from my tweet yesterday about framework coupling. If the framework allows loose coupling, then graduating out of it isn't a thing you'll
BentoML - Infrastructure for Building AI Systems (@bentomlai) 's Twitter Profile Photo

Tired of the deployment headaches with #LLM agents? #BentoML takes care of the heavy lifting - from REST endpoints to scaling. Great post by Thierry Jean from DAGWorks Inc. (YC W23) showing how to combine #Burr and BentoML for streamlined agent deployment! Read the blog post to learn more:

Hamilton (@hamilton_os) 's Twitter Profile Photo

Super excited for this HOW-TO on running the Hamilton UI on SnowflakeDB : "Observability of Python Code and Application Logic with Apache Hamilton (incubating) UI on SnowflakeDB Containers" Services by Greg Przemyslaw Kantyka link.medium.com/FIwGhJqzsPb

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Check out the latest article in my newsletter: Last week of 2024 / first week of 2025 Apache Hamilton (incubating) Apache Burr (incubating) stats: > 35M+ telemetry events (10x growth), > 100K+ unique IPs (10x growth) from 1000+ companies, > crossed 1M+ total downloads. More in the newsletter!

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Check out the latest article in my newsletter: February Updates linkedin.com/pulse/february… via LinkedIn Apache Hamilton (incubating): - crosses 2K⭐️ - installs in Pyodide envs - mutlithreaded parallel DAG execution Apache Burr (incubating): - crosses 1.5K ⭐️ - async persister implementations - tag

Hamilton (@hamilton_os) 's Twitter Profile Photo

If you want something simpler than #Langgraph, and want to try more closely modeling Anthropic workflow best practices - give me a go - see below: Source: emeka.ca/thoughts/to-ag… #python #opensource #llmops github.com/dagworks-inc/h…

If you want something simpler than #Langgraph, and want to try more closely modeling <a href="/AnthropicAI/">Anthropic</a>  workflow best practices - give me a go - see below:
Source: emeka.ca/thoughts/to-ag…
#python #opensource #llmops
github.com/dagworks-inc/h…
Hamilton (@hamilton_os) 's Twitter Profile Photo

Quick update: 1. New repo location github.com/apache/hamilton 2. Please bear with us as we transition a few things with this change.

Vo (@lignol23) 's Twitter Profile Photo

Big update on FlowerPower! 🚀 I’ve completed a full refactoring for cleaner, more efficient code and added comprehensive docs: tutorials, API refs, & examples. Now built on Apache Hamilton (incubating) & RQ Docs: legout.github.io/flowerpower #Python #OpenSource #DataEngineering

Stefan Krawczyk (@stefkrawczyk) 's Twitter Profile Photo

Things I hear in private circles: "even the CEOs of LangChain and LlamaIndex 🦙 say there is little value in abstracting over LLM API calls". If you haven't been following Apache Apache Hamilton (incubating) or Apache Apache Burr (incubating) that's exactly what we've been saying for years -- you need