great thing about local-first / markdown culture:
i have an incredible number of semi-explicit TODOs and half-baked "i want" references across my obsidian daily journal for a year. i'm going to just pipe it through an llm api and in like 20 minutes ill have a clean list
Orchestrating millions of LLM calls at my startup made me realize that a lot of LLM Orchestration is just regular Orchestration.
Which is why I joined and am bullish on @PrefectIO, which makes it trivial to add retries, backoff, idempotency, and transactions to your LLM stack.
Dealing with the unpredictability of LLMs in code reminds me a lot of network programming.
You end up having to implement retries, back off, and sometimes have to overlay transaction identification for idempotency.
I wouldn't be surprised if this emerges as a formal layer.
.@ControlFlowAI 0.10 is out with an important new feature: agent memories.
Distributing consistent context across horizontal invocations is perhaps the most important thing to get right in production AI workflows.
Now agents can:
🕵️ Recall preferences across multiple sessions
🎨 Remember style preferences
🐛 Track common issues and resolutions
🦾 Summarize learnings for other agents
Memories are partitioned, modular, and flexible. This release includes support for @trychroma and @lancedb.
jlowin.dev/blog/controlfl…
"By using @ControlFlowAI, you can seamlessly integrate AI capabilities into your Python applications and gain more control over AI workflows.... It allows you to build complex workflows with ease and is incredibly user-friendly."
machinelearningmastery.com/building-3-fun…
We heard you -- and the CF docs have been completely rewritten with a focus on ready-to-copy examples.
More coming as fast as we can write them.
Also, thanks to @mintlify for making docs so simple!
ControlFlow 0.9 is out!
I didn't think it was possible to streamline the DX further, but somehow we did.
@ControlFlowAI tracks all activity and maintains context over multiple agent calls... so you can build AI workflows that look just like normal workflows.
Watch hundreds of agents working in parallel in realtime with @ControlFlowAI 😍
Since ControlFlow is built on Prefect, you get durable orchestration and obervability out of the box.
This workflow searches Stripe every day for new jobs and figures out what's a good fit for me.
Alright, the news is out. @jlowin and I are back at it again.
Super excited to launch ControlFlow.
ControlFlow is an enterprise-grade orchestration framework for multi-agent workflows, built on Prefect.
Alright, the news is out. @jlowin and I are back at it again.
Super excited to launch ControlFlow.
ControlFlow is an enterprise-grade orchestration framework for multi-agent workflows, built on Prefect.
In 2021, I wrote my first @PrefectIO flow, using ML to label emails in my inbox. ChatGPT didn’t exist. 😵💫
Now, I can create LLM-powered agents with @ControlFlowAI that interact with each other to solve far more complex problems. 🤯
How are you using AI in your projects?
Alright, the news is out. @jlowin and I are back at it again.
Super excited to launch ControlFlow.
ControlFlow is an enterprise-grade orchestration framework for multi-agent workflows, built on Prefect.
We just announced @ControlFlowAI!
Build sane AI workflows by taking control of your AI agents. Marvin's gone pro.
🧩 Create discrete, well-defined tasks
🦾 Assign specialized AI agents to each task
🛠️ Compose tasks to create more complex behaviors
github.com/prefecthq/cont…
1K Followers 1K Followinghttps://t.co/CXYdTodwEf | @Chatmosa - Easy to use podcasting platform to record, stream, grow, and get paid | AI, Generative AI |
3K Followers 2K FollowingFocus on TMT investment over 15 years. Individual investor. CS AI + Economics. Keep learning and evolving, seeking alpha, DYOR.
2K Followers 4K Following✨ SOL Enthusiast | Meme Coin Aficionado | NFT Collector ✨ Diving into the DeFi universe, just a regular guy riding the waves under the crypto sky.
3K Followers 1K FollowingCEO/Cofounder @lancedb, The AI-Native Multimodal Lakehouse. Early pandas co-author. Turning caffeine into code since the last century
5K Followers 3K FollowingLeading AI @theoryvc; Teach ML @rutgersu. Prev: Led AI @_hex_tech; Led Data @weights_biases, ML @stitchfix, Led Data @bluebottleroast
7K Followers 151 FollowingModern workflow orchestration for data and ML engineers.
Get the code: https://t.co/QSWkoBOIBt
Chat in Slack: https://t.co/XpBioqgBty