Microsoft AutoGen permits builders to simply create complicated LLM-based functions
The utilization of huge language fashions (LLMs) is growing daily. Lately, Microsoft launched a brand-new instrument known as AutoGen that may assist builders create complicated LLM-based functions. Creating complicated LLM-based functions requires experience to design, implement, and optimize a workflow. Microsoft AutoGen will aid you automate these workflows. Utilizing AutoGen framework, you possibly can simplify the orchestration, optimization, and automation of LLM workflows.
In line with Microsoft, AutoGen can be utilized to outline agent interplay behaviors. Builders can use each pure language and pc code to program versatile dialog patterns for various functions. By automating chat amongst a number of LLM brokers, builders can simply make them collectively carry out duties autonomously or with human suggestions, together with duties that require utilizing instruments by way of code.
AutoGen serves as a generic infrastructure to construct various functions of assorted complexities and LLM capacities.
Key options of Microsoft AutoGen:
- AutoGen supplies multi-agent dialog framework as a high-level abstraction. With this framework, one can conveniently construct LLM workflows.
- AutoGen affords a set of working programs spanning a variety of functions from varied domains and complexities.
- AutoGen helps enhanced LLM inference APIs, which can be utilized to enhance inference efficiency and cut back price.