
The New Language Model Stack

LangChain excels at chaining LLMs together using agents to delegate actions to models. Its use cases emphasize prompt optimization and context-aware information retrieval/generation; however, with its Pythonic highly modular interface and its huge collection of tools, it is the number-one tool to implement complex business logic.
Ben Auffarth • Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

- Leveraging Document and Corpus Structure- Scaling to Multiple Languages]
Donald Metzler • Rethinking Search: Making Domain Experts out of Dilettantes
It will be instructive to observe whether model sizes for LLMs keep increasing at the same rate as they have. This is an important question since it determines if the development of LLMs will be firmly in the hands of large organizations.