Overview of LLM solutions

LLMs excel in diverse tasks such as answering questions, machine translation, language modeling, sentiment analysis, and text summarization. They generate unstructured text but can be guided to produce structured output. LLM solutions harness this ability and leverage custom data from knowledge bases to create targeted, valuable outcomes for organizations and individuals. By properly streamlining processes and enhancing output quality objectively, an LLM solution can unlock the true potential of LLM-generated content, making it more powerful and practical across applications.

The increasing accessibility of LLMs with pre-trained world knowledge has played a significant role in making these benefits more attainable for a broader audience. Thanks to various LLM providers and open source platforms, organizations and developers can now more easily adopt and integrate LLMs into their workflows. Prominent LLM providers, such as OpenAI (GPT-4 or GPT-3.5), Microsoft...