Document-Oriented Agents: A Journey with Vector Databases, LLMs, Langchain, FastAPI, and Docker

<h1>Introduction</h1> <p>Document-oriented agents are starting to get traction in the business landscape. Companies increasingly leverage these tools to capitalize on internal documentation, enhancing their business processes. A recent McKinsey report [1] underscores this trend, suggesting generative AI could boost the global economy by $2.6&ndash;4.4 trillion annually and automate up to 70% of current work activities. The study identifies customer service, sales and marketing, and software development as the main sectors that will be affected by the transformation. Most of the change is coming from the fact that the information that powers these areas within a company can be more accessible to both employees and customers through the usage of solutions such as document-oriented agents.</p> <p><a href="https://medium.com/towards-data-science/document-oriented-agents-a-journey-with-vector-databases-llms-langchain-fastapi-and-docker-be0efcd229f4"><strong>Read More</strong></a></p>