Awesome List Updates on Dec 18, 2023

3 awesome lists updated today.

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1. Awesome Opentofu

Official

• Official registry (⭐261)

2. Awesome Azure Openai Llm

Agents: AutoGPT and Communicative Agents / Agent Design Patterns

• The Rise and Potential of Large Language Model Based Agents: A Survey: The papers list for LLM-based agents [cnt] / git (⭐6k) [14 Sep 2023]

• AgentBench Evaluating LLMs as Agents: Assess LLM-as Agent’s reasoning and decision-making abilities. [7 Aug 2023]

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

• Agent Application
  • Auto-GPT (⭐166k): Most popular [Mar 2023]
  • babyagi (⭐20k): Most simplest implementation - Coworking of 4 agents [Apr 2023]
  • SuperAGI (⭐15k): GUI for agent settings [May 2023]
  • lightaime/camel (⭐5.2k): 🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society [Mar 2023]
  • 1:1 Conversation between two ai agents Camel Agents - a Hugging Face Space by camel-ai Hugging Face (camel-agents)
  • ChatDev (⭐25k): Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) [Sep 2023]
  • GPT Pilot (⭐29k): The first real AI developer. Dev tool that writes scalable apps from scratch while the developer oversees the implementation [Jul 2023]
  • SeeAct: GPT-4V(ision) is a Generalist Web Agent, if Grounded [Jan 2024]
  • skyvern (⭐5.6k): Automate browser-based workflows with LLMs and Computer Vision [Feb 2024]
  • LaVague (⭐5.2k): Automate automation with Large Action Model framework. Generate Selenium code. [Feb 2024]
  • Project Astra: Google DeepMind, A universal AI agent that is helpful in everyday life [14 May 2024]
  • KHOJ (⭐12k): Open-source, personal AI agents. Cloud or Self-Host, Multiple Interfaces. Python Django based [Aug 2021]
  • PR-Agent (⭐5.4k): Efficient code review and handle pull requests, by providing AI feedbacks and suggestions [Jan 2023]
  • SakanaAI AI-Scientist (⭐4.5k): Towards Fully Automated Open-Ended Scientific Discovery [Aug 2024]

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• PromptCraft-Robotics: Robotics and a robot simulator with ChatGPT integration git (⭐1.8k) [Feb 2023]

• ChatGPT-Robot-Manipulation-Prompts: A set of prompts for Communication between humans and robots for executing tasks. git (⭐353) [Apr 2023]

• Siemens Industrial Copilot ref [31 Oct 2023]

Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• FRVR Official Teaser: Prompt to Game: AI-powered end-to-end game creation [16 Jun 2023]

Evaluating Large Language Models / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Awesome LLMs Evaluation Papers: Evaluating Large Language Models: A Comprehensive Survey git (⭐669)

• Evaluation of Large Language Models: A Survey on Evaluation of Large Language Models: [cnt] [6 Jul 2023]

• ChatGPT’s One-year Anniversary: Are Open-Source Large Language Models Catching up?: Open-Source LLMs vs. ChatGPT; Benchmarks and Performance of LLMs [28 Nov 2023]

• Prometheus: Inducing Fine-grained Evaluation Capability in Language Models: [cnt]: We utilize the FEEDBACK COLLECTION, a novel dataset, to train PROMETHEUS, an open-source large language model with 13 billion parameters, designed specifically for evaluation tasks. [12 Oct 2023]

LLMOps: Large Language Model Operations / Math

• promptfoo (⭐3.9k): Test your prompts. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. [Apr 2023]

• PromptTools: Open-source tools for prompt testing git (⭐2.6k) [Jun 2023]

• Azure Machine Learning studio Model Data Collector: Collect production data, analyze key safety and quality evaluation metrics on a recurring basis, receive timely alerts about critical issues, and visualize the results. ref

3. Awesome Ai4lam

Learning Resources / Generative AI

• The Map Of Transformers

• The Illustrated Transformer, a visual introduction to transformers

• Introduction to Generative AI, by Google

• Generative AI for Beginners - A Course, by Microsoft

• A Generative AI Primer, by the UK's National Centre for AI

Learning Resources / AI in galleries, libraries, archives and museums

• The CENL "AI in Libraries" network group is also organizing webinars on AI implementation in GLAM.

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