Apache Burr (incubating) @burr_framework
OS framework to build applications that make decisions: chatbots, agents, simulations, etc. Monitor, trace, persist, & execute in #python. Run by @TheASF github.com/apache/burr Joined August 2024-
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Things I hear in private circles: "even the CEOs of @LangChainAI and @llama_index say there is little value in abstracting over LLM API calls". If you haven't been following Apache @hamilton_os or Apache @burr_framework that's exactly what we've been saying for years -- you need…
Oh hey 👋 how's them agents? Repo update: github.com/apache/burr (hint: the apache part ) Some user ❤️:
Check out the latest article in my newsletter: February Updates linkedin.com/pulse/february… via @LinkedIn @hamilton_os: - crosses 2K⭐️ - installs in @pyodide envs - mutlithreaded parallel DAG execution @burr_framework: - crosses 1.5K ⭐️ - async persister implementations - tag…
📣 New blog post! Chat with your webpage with @scrapegraphai, @burr_framework and @lancedb blog.dagworks.io/p/chat-with-yo… TL;DR: a great post showing the use of lightweight tools that are "orchestrated" and "observed" with Burr.
So cool to see agent frameworks built on Ray.
So cool to see agent frameworks built on Ray.
My 8000-word note on agents: huyenchip.com//2025/01/07/ag… Covering: 1. An overview of agents 2. How the capability of an AI-powered agent is determined by the set of tools it has access to and its capability for planning 3. How to select the best set of tools for your agent 4.…
Check out the latest article in my newsletter: Last week of 2024 / first week of 2025 @hamilton_os @burr_framework stats: > 35M+ telemetry events (10x growth), > 100K+ unique IPs (10x growth) from 1000+ companies, > crossed 1M+ total downloads. More in the newsletter!…
Super excited to show @anyscalecompute 's @raydistributed integration with Burr. What it is? It enables you to distribute "agents" (well sub-graphs) as tasks on Ray, along with fault tolerance! Read more about it here: blog.dagworks.io/p/parallel-fau…
Want some light reading? Well how about a post on how you might use @pytestdotorg for your LLM / Agent application work? Would love feedback / comments. 👉 Test Driven Development (TDD) of LLM / Agent Applications with @pytestdotorg & @burr_framework open.substack.com/pub/dagworks/p…
💬Chat with your webpage cookbook is out! 💬 It uses @scrapegraphai to extract the webpage content, @lancedb to vector store it and retrieve the most relevant chunks and @DagWorks @burr_framework to orchestrate everything 🚀 Try it out: colab.research.google.com/drive/1pbDpLKW…
New blog 📣: our write up on our approach to "parallelism" for Augmented LLMs through to Multi-agent workflows. For those curious, yes it differs from LangGraph's implementation methodology. Read on to find out more! blog.dagworks.io/p/parallel-mul… #AgentOps #LLMOps #Opensource #python
Check out the latest article in my newsletter - highlights: @hamilton_os: - async @datadoghq tracer for async Hamilton - @pandas_dev @DataPolars with_columns support @burr_framework: - Persistence configurability for parallelism. See more here: linkedin.com/pulse/week-dec… via…
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 @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… https://t.co/LjXTkJwnlJ
A @burr_framework 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 @LangChainAI & @llama_index. You become…
💫 Humbled to have nearly 250 registrants for my free LLM Software Dev Lifecycle 30 min primer with @stefkrawczyk on @MavenHQ (and great to feel there's interest in what I currently want to teach!) 🤖 You can still register below and this is the lifecycle we'll be going…
@latentspacepod @_anshulr Yep that's why @hamilton_os and @burr_framework observability is built in & pluggable by design, so you can offer all the trappings for enterprise without having to engineer for it later; graph / flowchart mental models FTW!
System Prompt Improvement Using Dialog Engineering and @burr_framework medium.com/@dreamai/promp…
Excited to be running a course on @MavenHQ with @hugobowne 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…
Diving into OSS is a blast and super important! Lately, I've been all about @burr_framework for whipping up state machines and AI agents. Just dropped my first commit in the new release 🎉 Give BURR a look guys, it plays nice with any framework. AI devs, you'll love it!…
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