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  • Ed#1 | 🤖 Autogen: Next Gen of LLM, 🪄 Hyper-Personalization of Everything, 🧑🏻‍💻 LLM Development

Ed#1 | 🤖 Autogen: Next Gen of LLM, 🪄 Hyper-Personalization of Everything, 🧑🏻‍💻 LLM Development

How Multi-agent Conversation could be the next big thing to LLM's

Author

Aman Sharma
October 20, 2023

LLM’s are on the rise and they will stay there quite a long time. Unlike other hype-cycles LLM provide a value from day one. I have been hearing a lot about these myself and in this edition I want to share few of good one’s with you.

⚡️ Research Papers and Articles

First one here is an article by REX WOODBURY who talks about rise of personalisation and how its affecting everything around us. If you are building a consumer product, you can’t miss it.

The Hyper-Personalization of Everything

What the Industrial Revolution Was to Physical Production, the AI Revolution Is to Digital Production

www.digitalnative.tech/p/the-hyper-personalization-of-everything?utm_source=tldrfounders

Calling the next research paper a great read would be an understatement. This is most likely the next evolution to LLM agents. The ability for agents to come together and coordinate over tasks according to me is mind blowing.

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

AutoGen is an open-source framework that allows developers to build LLM applications via multiple agents that can converse with each other to accomplish tasks.

arxiv.org/abs/2308.08155

📄 Recommended Content

If you want to learn more about AutoGen in summarised video, this next video will do.

Following is probably the shortest yet the most complete 0 to Hero course on LLM. It not only talks about LangChain but also a complete underlying principles to build Chains, Agents and much more.

LangChain for LLM Application Development

The framework to take LLMs out of the box. Learn to use LangChain to call LLMs into new environments, and use memories, chains, and agents to take on new and complex tasks.

www.deeplearning.ai/short-courses/langchain-for-llm-application-development

🛠️ Software and Tools

If you haven’t tried yet, I highly recommend you trying Vector Databases. It’s easy to take them for granted but there is incredible power to it.

All of them almost work the same way but may have different feature set. I am sharing the one below that I would like to know your experience with it.

Introduction | Weaviate - vector database

Overview

weaviate.io/developers/weaviate

There is another much easier NoCode way to start using LLM’s as well using NoCode using the N8N LangChain implementation.

n8n LangChain Integration

Your next LLM app in minutes with LangChain on n8n’s low-code platform

n8n.io/langchain

This is the First Edition of my new newsletter that I am experimenting. I come across a lot of content and tools that I think could be useful for others. That’s the main goal of this newsletter. But I am all ears to any critics or appreciation that can help me improve it further.

Give me your feedback by responding to this email.

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