Fig. 1. Overview of a LLM-powered autonomous agent system. 组件一: 规划能力 一个复杂的任务常常需要很多步骤去完成,一个Agent通常需要知道他们要干什么且如何规划往前走. sheyang insight:规划能力本质是prompt engineering很多高级玩法的高级实践。 任务拆解 Chain of thought (CoT; Wei et al. 2022) CoT已经...
8.https://www.科大讯飞.com/- iFlytek is a leading Chinese AI company focusing on speech recognition, natural language processing, and AI-powered education solutions. 9.https://www.旷视科技.cn/- Megvii is a Chinese AI company specializing in computer vision technology, providing AI-powered solut...
[2023/06] We officially released vLLM! FastChat-vLLM integration has poweredLMSYS Vicuna and Chatbot Arenasince mid-April. Check out ourblog post. About vLLM is a fast and easy-to-use library for LLM inference and serving. vLLM is fast with: ...
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics. data-sciencemachine-learningdata-validationpandas-dataframejupyter-notebookhtml-reporthacktoberfestdata-qualitymlops...
OpenAI应用研究主管LilianWeng写的LLM Powered Autonomous Agents把人工智能代理(AI Agent)分成了以下3个部分:规划模块,工具调用模块和记忆模块。 之后几章我们会聊到AI代理方案的主要差异也在这三个方向 规划:如何对问题进行拆解得到解决路径,既模型推理步骤
Run multimodal LLM-powered text generation and object generation on the client-side AI LLM Agents kaisradwan published2.0.3•3 months agopublished 2.0.3 3 months ago M Q P @offline-ai/cli-plugin-core Offline(local) AI Client Command to run Programable Prompt Engine script ...
如果您正在寻找更多阅读材料,我发现Awesome LLM-Powered Agent列表很有用。如果您有具体疑问,请在此帖子上发表评论。教程:建立一个问答代理在本教程中,您将构建一个问答(QA)代理,该代理可以帮助您与数据交谈。为了表明一个相当简单的代理可以应对相当困难的挑战,您建立一个可以从收益电话中挖掘信息的代理。您可以查看...
Because some LLMs also train themselves on internet-based data, they can move well beyond what their initial developers created them to do. For example, Microsoft’s Bing uses GPT-3 as its basis, but it’s also querying a search engine and analyzing the first 20 results or ...
response= query_engine.query("query string") 参考链接: https://huggingface.co/stabilityai/stablelm-tuned-alpha-3bhttps://docs.llamaindex.ai/en/stable/api_reference/llms/huggingface.htmlhttps://github.com/run-llama/llama_index/blob/main/llama_index/prompts/default_prompts.pyhttps://github.com...
new AI-powered version of the Google Assistant, dubbed "Assistant with Bard", is being prepared for launch. Google has also stressed that Bard is still in its early stages and being continuously refined, with plans to upgrade it with new personalization and productivity features, while ...