---
title: "Do you just go with the flow for your workflow?"
newsletter: "MLOps Community"
date: 2024-09-12
source: https://aaif.live/newsletters/mlopscommunity/2024-09-12-do-you-just-go-with-the-flow-for-your-workflow
---

# Do you just go with the flow for your workflow?

*Plus, Community events, get help at getting better documentation, and hidden gems.*

*MLOps Community — Agentic AI Foundation, 2024-09-12*

https://go.mlops.community/265dh1

It's finally here—the Data Engineering for AI/ML conference!


Join us here [https://go.mlops.community/265dh1] for insights from over 40 expert speakers through panel discussions, roundtables, and practical takeaways.

## LLMClient a New Way to Build Complex Workflows with LLMs // Vikram Rangnekar // MLOps Podcast #259

Will this episode give you the answer to life, the universe, and everything?

I can’t promise that, but Vikram shares his experience building tools around LLMs, starting with his project "42 Papers," which aimed to extract key points from research papers. He provides insights into structuring workflows, the evolution of models like BERT, and the critical role of agents in improving accuracy and efficiency. Vikram emphasizes breaking tasks into smaller parts, refining prompts, and leveraging JavaScript/TypeScript for rapid iteration.

So, forget your towel—this episode has everything you need.

Video [https://go.mlops.community/90nxir] || Spotify [https://go.mlops.community/2f6alf] || Apple [https://go.mlops.community/8lwsfg]

[https://go.mlops.community/8lwsfg](https://go.mlops.community/8lwsfg)

[https://go.mlops.community/90nxir](https://go.mlops.community/90nxir)

[https://go.mlops.community/2f6alf](https://go.mlops.community/2f6alf)

## Upcoming Mini-Summit with AWS

https://go.mlops.community/iw7q2e

It's important to manage costs before ending up in a position where Microsoft and Nvidia need to bail you out.

Join us on 18 September for a free mini-summit, where experts will discuss optimizing costs across the AI development pipeline. Topics include AWS AI chips for affordable, high-performance compute, streamlined workflows with Outerbounds, and strategies for using small models to cut costs without sacrificing precision.

Sign up now [https://go.mlops.community/iw7q2e] to succeed where OpenAI struggled!

## Job of the Week

[https://go.mlops.community/rod7e8](https://go.mlops.community/rod7e8)

## Can A RAG Chatbot Really Improve Content?

How good are you at updating your documentation? Be honest, we're all friends here.

Maintaining up-to-date documentation is challenging, especially when managing multimodal data. This blog covers how to tackle documentation that falls out of sync with evolving code. It discusses how automating code snippet testing and unifying fragmented docs can simplify the process. Additionally, it explores using LLMs and RAG for improved semantic search and discoverability.

This is one doc you'll want to stay up to date with.

With thanks to Vishakha Gupta for their contribution.

[Can A RAG Chatbot Really Improve Content?](https://go.mlops.community/it1bsk)

## Hidden Gems

Interested in partnering with us? Get in touch: partners@mlops.community

Thanks for reading. See you in Slack [https://go.mlops.community/iuguh7], YouTube [https://go.mlops.community/mgNff7], and podcast [https://go.mlops.community/ttftlf] land. Oh yeah, and we are also on X [https://go.mlops.community/twitter]. The MLOps Community newsletter is edited by Jessica Rudd [https://go.mlops.community/cetjhj].

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Source: https://aaif.live/newsletters/mlopscommunity/2024-09-12-do-you-just-go-with-the-flow-for-your-workflow