On-premises cloud computing is emerging as a preferred solution due to its ability to provide tailor-made convenience for corporate demands, including wider bandwidth, fast-changing resource allocation, and enhanced confidentiality. In this report, we will explore this sector through the lens of Oxide Computer, which is reshaping the business model and showcasing how generative AI leverages the advantages of the on-premises IaaS model.

Autonomous AI Agents are revolutionizing the AI landscape and gaining significant traction among different sectors. Despite their outstanding potential and rapid growth, the market is nascent. This report unveils Autonomous AI in terms of technology and business aspects, outlining the potentials of relevant companies and investment insights.

Large language models (LLMs) have limitations when it comes to producing precise and professional answers or tackling tasks that require intensive domain expertise. In this case, LangChain served as a link between LLMs and domain-specific specialists, enhances accuracy, and context-specific answers by combining the reasoning and decision-making abilities of LLMs with domain-specific expertise. Driven by vector databases, LangChain revolutionizes contextual comprehension of LLMs. This report unveils LangChain and the propeller of vector databases, outlining its vertical sectors that empower LLMs to a remarkable development.