Build an Autonomous AI Assistant with Mosaic AI Agent Framework
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Large language models (LLMs) are transforming technology interactions through advanced natural language processing. Databricks' Mosaic AI Agent Framework empowers developers to create production-scale AI agents capable of autonomous decision-making and complex task execution. Key components of these agents include central
Table of contents
Databricks Mosaic AI Agent Framework:What is an LLM Agent?Core Components:Central Agent:Memory:Planner:Tools:Conversational Agent for Online Retail:Unity Catalog UCFunctionToolkit : We will use LangChain orchestrator to build our Chain framework in combination with Databricks UCFunctionToolkit and foundational API models. You can use any orchestrator framework to build your agents, but we need the UCFunctionToolki t to build our agent with our UC functions (tools).Creating the Agent:Memory:Multi-turn Conversational Chatbot:Conclusion:Sort: