Amazon Bedrock integration with LangChain Agents
LangChain, a powerful framework for developing applications with LLMs, provides a robust and flexible agent system that enables developers to build sophisticated agents capable of tackling a wide range of challenges.
An agent in LangChain is a high-level abstraction that combines an LLM, a set of tools, and other components in order to coordinate the execution of actions. The agent leverages the LLM’s natural language understanding (NLU) capabilities to interpret user inputs, determine the appropriate actions to take, and orchestrate the utilization of available tools to accomplish the desired task.
The core components of a LangChain agent include the following:
- Tools: Tools are individual components that perform specific tasks, such as retrieving information from external sources or processing data. Agents use tools to interact with third-party applications and accomplish tasks. The following are examples of tools...
