🧵 1/ Excited to share some tips on how to work with long documents leveraging chains! Let's dive into the four common methods and their pros and cons. Remember, there's no one-size-fits-all solution – context is key! 🚀

1/ 🚨 Let's talk about AI Chatbot Security Risks: As companies race to deploy chatbots powered by large language models (LLMs), new security risks emerge that we need to address. Let's dive into these risks & discuss how we can approach them. Thread👇

🧵1/ First things first: What's vector search? It's a technique to find similar data points within a data set. You might be familiar with LIKE queries in SQL - this is a similar concept, but with more complexity and possibilities. 🕵️‍♂️

Finding the right information from your long-term memory vector store is key for managing the context of an agent well. Trying different algorithms here can lead to significantly better results! Try it!

Tim Draper said something that hit me right in the chest: "A startup is a mission. A great entrepreneur is a missionary. Not a mercenary." I will be honest, I've lived both sides of this. After 5 pivots over 4 years, there were moments where I tried to play 4D chess. Figure out