An agent is a smart system powered by a Large Language Model (LLM) that can manage its own tasks dynamically. Unlike typical chatbots with set paths, agents can adapt based on the context, use external tools like web searches and databases, and refine their solutions through looping steps. Key components of agents include the LLM, ...
An agent is an advanced system powered by a Large Language Model (LLM) that can autonomously choose its actions and workflows. Unlike traditional chatbots, agents can decide based on context, utilize external tools like web searches, and adapt their approach for improved problem-solving. Key components of agents include memory, which allows them to retain context, ...
Many AI applications today rely on traditional chat interfaces, which can create extra work for users and limit their efficiency. At LangChain, we are exploring a new approach with “ambient agents” that respond to relevant signals and only seek user input when necessary. This design minimizes interruptions and allows multiple agents to operate at once. ...
