PocketFlow

> Some people call this "the agentic loop." Call it what you want, you can write it in 100 lines of Python That description sounds a lot like PocketFlow, an AI/LLM development framework based on a loop that's about 100 lines of python: https://github.com/The-Pocket/PocketFlow (I'm not at all affiliated with Pocket Flow, I just recall watching a demo of it)

I wanted to share a project I've been working on called Flyt https://github.com/mark3labs/flyt (Norwegian for "flow", pronounced "fleet"). I was inspired by the Python package Pocket Flow https://github.com/The-Pocket/PocketFlow and wished for something similar in Go. So I built Flyt, a lightweight workflow framework that lets you compose complex workflows from simple, reusable nodes. Key features: - Zero external dependencies (stdlib only) - Simple node-based architecture with prep/exec/post phases - Action-based routing between nodes - Built-in retry logic and error handling - Thread-safe shared store for passing data - Batch processing support

The 100 lines: https://github.com/The-Pocket/PocketFlow/blob/main/pocketflo... Video: https://www.youtube.com/watch?v=0Zr3NwcvpA0

PocketFlow is not from me, but just my current favorite ;) I just got the feeling that the lib is tied to pixeltable, but maybe I misunderstood? Maybe that's why this is dead? pocketflow is completely standalone and the main thing is that you vibe code what you need (works awesome so far!). I don't want to sideline the discussion about pixelagent, but here's some more about pf: - https://the-pocket.github.io/PocketFlow/design_pattern/multi... (multi agent, queue) - https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/ here are more advanced examples. Pretty easy to follow imho. PS: re the observability, yesterday I coded tracing for pocketflow, just need to put it up on github haha

I'll just leave this here: https://github.com/The-Pocket/PocketFlow 100 lines of code agent lib that's not tied to a commercial offering

This project is fully open sourced at: https://github.com/AI-Paul-Graham/Tutorial-YC-Partner This is an example LLM project for Pocket Flow, a 100-line LLM framework: https://github.com/The-Pocket/PocketFlow

For cold email, the first few sentences are make-or-break - they determine whether someone keeps reading or hits delete. I built a small LLM app that: 1. Takes a person’s name + a few keywords 2. Does a Google search to find relevant info about them 3. Identifies personalization opportunities, such as: Personal connections (same alma mater) Recent achievements (promotions, awards) Content they've created (talks, articles) Hobbies and interests 4. Crafts a personalized opener based on your preferred tone (friendly, professional, etc.) You can check out the repo here: https://github.com/cold-outreach/Tutorial-Cold-Email-Persona... And here’s a live demo if you want to see it in action: https://pocket-opener-851564657364.us-east1.run.app/ This is built with Pocket Flow, a 100-line LLM framework: https://github.com/The