mineflayer
Voyager
mineflayer | Voyager | |
---|---|---|
18 | 53 | |
4,622 | 5,199 | |
2.3% | 2.3% | |
8.3 | 4.7 | |
7 days ago | about 2 months ago | |
JavaScript | JavaScript | |
MIT License | MIT License |
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mineflayer
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Voyager: An Open-Ended Embodied Agent with LLMs
Looking at the paper, as I understand it they're using Mineflayer https://github.com/PrismarineJS/mineflayer and passing parts of the state of the game as JSON to the LLM that are used for code generation to complete tasks.
> I still don't understand it and it blows my mind - how such properties emerge just from compressing the task of next word prediction.
The Mineflayer library is very popular, so all the relevant tasks are likely already extant in the training data.
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Data Connections between Ableton Live and Minecraft
I've been making music in Minecraft since December 2020, and my most recent developments are some robust data connections that allow two-way communication between Ableton Live and Minecraft. This all works with the Mineflayer Javascript Library and Max for Live.
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anything good for botting, or a client side bot thing like baritone
Mineflayer is probably what you want. Or Alto Clef if you want to use it in a fabric client.
- Is it possible to get a Bot/AI player to play/roleplay with me or fight me in PVP?
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Minecraft Chat App Showcase
I'm using PrismarineJS/Mineflayer in the background. Coming soon: https://imgur.com/a/OoYwkPK#VwGUD6F
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Minecraft Bot Client - Macro vs Logic/World Information
This isn't quite a minecraft mod, but this is the closest subreddit I could find. I'm currently working on a minecraft bot designed to mine a large amount of blocks in a given area (it has instant mining). Mineflayer allows you to code a minecraft client with Javascript, and it even supports finding the nearest block of a certain type, but the behavior is ultimately pretty choppy and not smooth.
- Mod that shows if a chunk was loaded before?
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Plugin to stop mobs despawning through portals when no player is nearby?
You have a thing called https://github.com/PrismarineJS/mineflayer , and you can get a bot w/o running the game.
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Realms?
I went to this form to see if there was any way to get mineflayer working with realms: https://github.com/PrismarineJS/mineflayer/issues/1168 but I cant find a way to get it work. Does anyone know how to get mineflayer working on realms?
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I created a script to play Minecraft with a bot in the chat
This script is an example script for mineflayer. You can find this exact script here. (gps.js)
Voyager
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Google Launches Gemini, Its "Most Powerful" AI Model to Date
Source: Conversation with Bing, 12/10/2023 (1) Wes Roth - YouTube. https://www.youtube.com/@WesRoth. (2) I've set most of my videos to Public again - Community. https://community.openai.com/t/ive-set-most-of-my-videos-to-public-again/24535. (3) AI Updates: Meta Develops Mind-Reading AI System, OpenAI’s Q* Is Here .... https://www.windermeresun.com/2023/11/20/ai-updates-meta-develops-mind-reading-ai-system-openais-q-is-here-how-economy-will-work-after-agi/. (4) David Shapiro. https://www.daveshap.io/. (5) undefined. https://natural20.com/. (6) undefined. https://arxiv.org/abs/2305.16291. (7) undefined. https://twitter.com/DrJimFan/status/1. (8) undefined. https://voyager.minedojo.org/. (9) undefined. https://minedojo.org/. (10) undefined. https://www.youtube.com/@DavidShapiroAutomator/videos.
- Is there any game that allow us to interact with it by python?
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A Coder Considers the Waning Days of the Craft
> AI cannot sustain itself trained on AI work.
This isn’t true. You can train LLMs entirely on synthetic data and get strong results. [0]
> If new languages, engines etc pop up it cannot synthesize new forms of coding without that code having existed in the first place.
You can describe the semantics to a LLM, have it generate code, tell it what went wrong (i.e. with compiler feedback), and then train on that. For an example of this workflow in a different context, see [1].
> And most importantly, it cannot fundamentally rationalize about what code does or how it functions.
Most competent LLMs can trivially describe what some code does and speculate on the reasoning behind it.
I don’t disagree that they’re flawed and imperfect, but I also do not think this is an unassailable state of affairs. They’re only going to get better from here.
[0]: https://arxiv.org/abs/2309.05463
[1]: https://voyager.minedojo.org/
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AutoGen: Enable Next-Gen Large Language Model Applications
In a way it is the same thing, agents are mostly an abstraction that make it easier to know what’s going on.
I think of agents more or less as python classes with a mixture of natural language and code functions. You design them to do something with information they produce, and to interface with other agents or “tools” in some way.
But all the agents can be the same language model under the hood, they are frames used to build different kinds of contexts.
And yes I think the idea is that emergent behaviour can be useful. This comes to mind
https://github.com/MineDojo/Voyager
But I think we are still a small ways off from being really smart about agents. My opinion is that we haven’t quite figured out what we are doing yet.
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Open/Local LLM support for MineDojo/Voyager
This k8s application deploys an instance of Voyager along with a Fabric Minecraft server with required fabric mods. It assumes you have a local deployment of a Large Language Model (LLM) with 4K-8K token context length with a compatible OpenAI API, including embeddings support.
- Voyager – Minecraft Embodied Agent with Large Language Models
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List of Awesome AI Agents like AutoGPT and BabyAGI / Many open-source Agents with code included!
In my opinion the most interesting Agents: Auto-GPT Github: https://github.com/Significant-Gravitas/Auto-GPT BabyAGI Github: https://github.com/yoheinakajima/babyagi Voyager Github: https://github.com/MineDojo/Voyager / Paper: https://arxiv.org/abs/2305.16291 I would also add: ChemCrow: Augmenting large-language models with chemistry tools Github: https://github.com/ur-whitelab/chemcrow-public/ Paper: https://arxiv.org/abs/2304.05376
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[D] - Are there any AI benchmarks that involve successful longterm problem solving when running as autonomous agents (like in autogpt)? How do we compare the effectiveness of models as agents?
Does this beat the voyager? I read about it and wondered what if we add a skill library to langchain/llamaindex agents. It could be the same vector store for storing static data but after each task is performed, the agent will evaluate and archive the recipe of steps to perform a new task. Next time when the agent is asked to perform a task, it can just look at the library to retrieve a recipe. Unlike traditional fine tuning, you dont update the model parameters, these recipes are much more interpretable and can be manually edited/inserted by humans. There may also be an automatic way to convert wikihow articles or youtube tutorials into recipes.
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GPT-4 was set free in Minecraft, here's what happened next...
Source. P.S. If you love geeking over AI updates, I have this free newsletter you might want to check out. Thank you!
Source.
What are some alternatives?
KotlinForForge - Makes Kotlin forge-friendly.
GITM - Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
web-minecraft - PoC Minecraft client written in Javascript (1.16.5 offline mode working)
tree-of-thought-llm - [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
prismarine-web-client - Minecraft web client running in your browser [UnavailableForLegalReasons - Repository access blocked]
llm-awq - [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Bot Builder SDK - Bot Framework provides the most comprehensive experience for building conversation applications.
gorilla - Gorilla: An API store for LLMs
mineflayer-pathfinder - Pathfinding plugin that gives bot the ability to go from A to B
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
minecraft-data - Language independent module providing minecraft data for minecraft clients, servers and libraries.
qlora - QLoRA: Efficient Finetuning of Quantized LLMs