As we reach the midpoint of 2024, the deployment of Large Language Models (LLMs) within business contexts continues to advance rapidly. Effective integration of LLMs necessitates more than the models themselves; it requires the incorporation of complementary technologies.

This report delves into crucial components such as transforming unstructured data into vector databases, implementing Optical Character Recognition (OCR) and Layout Analysis (LA), and utilizing Retrieval-Augmented Generation (RAG) systems. By exploring real-world use cases, we illustrate how these technologies synergize with LLMs to maximize their potential.

To equip you with the insights needed to successfully navigate this dynamic landscape and harness these innovations in your business, we proudly present the 2024 Summer LLM Trend Report. If you are interested in our 2024 Spring LLM Trend Report, you can access it here.