首先需要讨论一下为什么需要function calling,以及这种机制可以用来干什么。随便举个例子,现在有一些做具身智能的公司,llm当脑子,然后控制身体进行动作从而完成任务。容易想到,必然需要使用代码来处理llm的输出,这是有别于现在大多数纯对话的应用的,即将llm输出返回给用户就可以了。那么这里自然出现一个问题,llm的输出要使用代码处理,那么
pip install local-llm-function-calling Usage Here's a simple example demonstrating how to uselocal-llm-function-calling: fromlocal_llm_function_callingimportGenerator# Define a function and modelsfunctions=[ {"name":"get_current_weather","description":"Get the current weather in a given location...
prompt, function_name, max_new_tokens, max_length ) return {"name": function_name, "parameters": arguments} return {"name": function_name, "arguments": arguments} def should_call( self, 2 changes: 1 addition & 1 deletion 2 local_llm_function_calling/prompter.py Original file line...
在国内需要设置环境变量VLLM_USE_MODELSCOPE=True，然后就可以启动一个vLLM大模型API服务了：CUDA_VISIBL...
In the repo you’ll find a “Getting Started” section with a pip3 install llmware ready for you to try out on Snapdragon X Series devices. And have a look at LLMWare’s YouTube channel to get started with agents using function-calling models. Planning to attend Mob...
local-llm llama mistral llm provider typescript function-calling streaming agenite subeshb1 •0.5.0•a month ago•3dependents•MITpublished version0.5.0,a month ago3dependentslicensed under $MIT 95 bodhi-commit-genius-js 🚀 Smart commit message generator with AI - supports local LLMs an...
无需昂贵的云服务或GPU🦙 [https://github.com/mudler/LocalAI](https://github.com/mudler/LocalAI) LocalAI可以运行: **-文本转语音模型** **-音频转录** **-音频生成** **-图像生成** **-函数调用** **-LLM(带有llama.cpp、transformers和许多其他)** 只需点击几下,就可以在社区的数百个...
Welcome to the exciting world of local Large Language Models (LLMs) where we’re pushing the boundaries of what’s possible with AI. Today let’s talk about a cool topic: run models locally, especially on devices like the Raspberry Pi 5. Let’s dive into the future of...
无需昂贵的云服务或GPU🦙 [https://github.com/mudler/LocalAI](https://github.com/mudler/LocalAI) LocalAI可以运行: ***文本转语音**模型 ***音频转录** ***图像生成** ***函数调用** ***LLM**(带有llama.cpp、transformers和许多其他) *只需点击几下,就可以在社区的数百个模型之间进行选择!
Implement tools and function calling to enhance model interactions for advanced workflows. Set up a user-friendly UI frontend to allow users to interface and chat with different Ollama models. Requirements Basic Python Programming Knowledge Comfort with Command Line Interface (CLI) ...