showdown
fastapi
showdown | fastapi | |
---|---|---|
5 | 467 | |
237 | 71,023 | |
- | - | |
6.3 | 9.8 | |
13 days ago | 5 days ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
showdown
-
AI vs AI Pokemon Tournament - Hoenn Edition.
Like last time I will be using this pokemon showdown bot to make this work. The teams have ben fed into it, and two instances of the bot are running. Bot 1 will challenge Bot 2 to a Gen 7 anything goes match on Pokemon Showdown. The replay is then saved to my PC and live commentary is recorded.
-
Is there ANY way of doing customizable AI vs AI battles that DOESN'T require extensive programming knowledge??
I know about the Showdown bot by Pmariglia. In fact I spoke to the creator for more than two hours on discord trying to get it to work, this involved me downloading python, docker, gitbash, all sorts of command prompt tomfoolery.
-
AI vs AI Pokemon Tournament - The Great Indigo Plateau Tournament.
First a bit of background. While looking for ways to do this I came across this Pokemon Showdown bot, created by Pmariglia. So shout out to them, as this wouldn't have been possible with the work they had already done!
-
How an A.I. is Becoming the World's Best Pokemon Player
He doesn't reveal any big details about the algorithm, but from what I can tell his final iteration is some kind of expectiminimax + pruning, where essentially the bot is looking forward a few turns and based on all possible (or usually all "reasonable") outcomes, picks the moves that minimize the worst outcome, aka your traditional "safe" player. There are definitely limitations to this approach, first of all is the depth of search. To give context, Stockfish regularly searches to 30 moves ahead. I am pretty sure that a lot of implementations are limited to a mere 3 moves ahead, as illustrated here (https://github.com/pmariglia/showdown/issues/53). So, I suspect that ~1600 is going to be a pretty hard limit because you can't use this approach by itself to really develop long-term strategies. Another thing I wanted to point out is that this algorithm is also really prone to exploitability- knowing that your opponent is always a safe player is going to lead to easy manipulation by the best players. He even mentions it here in his Smogon post:
-
Is there anyway to have a Computer fight a Computer? Im trying to have a Bot with Cynthia's team fight Leons team, to settle the debate
A quick google has found an AI program that you could use. https://github.com/pmariglia/showdown Now I don't know if this will simply play for you, or allow you to play against it, but either way there'd be a way to do it.
fastapi
-
FastAPI Best Practices: A Condensed Guide with Examples
FastAPI is a modern, high-performance web framework for building APIs with Python, based on standard Python type hints.
-
Building an Email Assistant Application with Burr
In this tutorial, I will demonstrate how to use Burr, an open source framework (disclosure: I helped create it), using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent. We’ll describe the challenge one faces and then how you can solve for them. For the application frontend we provide a reference implementation but won’t dive into details for it.
-
FastAPI Got Me an OpenAPI Spec Really... Fast
That’s when I found FastAPI.
-
How to Deploy a Fast API Application to a Kubernetes Cluster using Podman and Minikube
FastAPI & Uvicorn
-
Analysing FastAPI Middleware Performance
Discussion at FastAPI GitHub: https://github.com/tiangolo/fastapi/issues/2696
-
LangChain, Python, and Heroku
An API application framework (such as FastAPI)
-
Litestar – powerful, flexible, and highly performant Python ASGI framework
It’s been my experience that async Python frameworks tend to turn IO bound problems into CPU bound problems with a high enough request rate, because due to their nature they act as unbounded queues.
This ends up made worse if you’re using sync routes.
If you’re constrained on a resource such as a database connection pool, your framework will continue to pull http requests off the wire that a sane client will cancel and retry due to timeouts because it takes too long to get a connection out of the pool. Since there isn’t a straightforward way to cancel the execution of a route handler in every Python http framework I’ve seen exhibit this problem, the problem quickly snowballs.
This is an issue with fastapi, too- https://github.com/tiangolo/fastapi/issues/5759
-
AI-Powered Image Search with CLIP, pgvector, and Fast API
Fast API.
- Ask HN: What is your go-to stack for the web?
-
Fun with Avatars: Crafting the core engine | Part. 1
We will create our API using FastAPI, a modern high-performance web framework for building fast APIs with Python. It is designed to be easy to use, efficient, and highly scalable. Some key features of FastAPI include:
What are some alternatives?
libmelee - Open Python 3 API for making your own Smash Bros: Melee AI that works with Slippi Online
AIOHTTP - Asynchronous HTTP client/server framework for asyncio and Python
Dependency Injector - Dependency injection framework for Python
HS-Sanic - Async Python 3.6+ web server/framework | Build fast. Run fast. [Moved to: https://github.com/sanic-org/sanic]
Piccolo - Piccolo (formerly Pilot) – mini game engine for games104
Tornado - Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
python-slack-sdk - Slack Developer Kit for Python
django-ninja - 💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
fastapi-distributed-websocket - A library to implement websocket for distibuted system based on FastAPI.
Flask - The Python micro framework for building web applications.
starter_types - Given a set of specific criteria, what trio of pokemon type combinations can act as viable alternative starters?
swagger-ui - Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.