Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge. Learn more →
Top 23 Python AI Projects
Stable Diffusion web UIProject mention: Out of RAM on Linux | /r/StableDiffusion | 2023-11-20
Edit: linking to one issue in github where it goes over installing for various Linux flavors. Here. You may need to add an EXPORT to the start script.
Making large AI models cheaper, faster and more accessibleProject mention: ColossalChat: An Open-Source Solution for Cloning ChatGPT with a RLHF Pipeline | news.ycombinator.com | 2023-04-04
> open-source a complete RLHF pipeline ... based on the LLaMA pre-trained model
I've gotten to where when I see "open source AI" I now know it's "well, except for $some_other_dependencies"
Anyway: https://scribe.rip/@yangyou_berkeley/colossalchat-an-open-so... and https://github.com/hpcaitech/ColossalAI#readme (Apache 2) can save you some medium.com heartache at least
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
💫 Industrial-strength Natural Language Processing (NLP) in PythonProject mention: A beginner’s guide to sentiment analysis using OceanBase and spaCy | dev.to | 2023-10-25
In this article, I'm going to walk through a sentiment analysis project from start to finish, using open-source Amazon product reviews. However, using the same approach, you can easily implement mass sentiment analysis on your own products. We'll explore an approach to sentiment analysis with one of the most popular Python NLP packages: spaCy.
Deep learning framework to train, finetune and deploy AI modelsProject mention: Best practice for saving logits/activation values of model in PyTorch Lightning | /r/deeplearning | 2023-07-19
I've been wondering on what is the recommended method of saving logits/activations using PyTorch Lightning. I've looked at Callbacks, Loggers and ModelHooks but none of the use-cases seem to be for this kind of activity (even if I were to create my own custom variants of each utility). The ModelCheckpoint Callback in its utility makes me feel like custom Callbacks would be the way to go but I'm not quite sure. This closed GitHub issue does address my issue to some extent.
Open source platform for the machine learning lifecycleProject mention: cascade alternatives - clearml and MLflow | libhunt.com/r/Oxid15/cascade | 2023-11-01
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.Project mention: Introducing GPTs | news.ycombinator.com | 2023-11-06
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🦉 ML Experiments Management with GitProject mention: ML Experiments Management with Git | news.ycombinator.com | 2023-11-02
NVR with realtime local object detection for IP camerasProject mention: Security cams | /r/homesecurity | 2023-11-29
Frigate https://frigate.video/ and ZoneMinder https://zoneminder.com/ come to mind. Blue Iris https://blueirissoftware.com/ is not open source but is what I prefer to use for my PoE systems ($80/yr)
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.Project mention: Overview: AI Assembly Architectures | /r/AI_Agents | 2023-10-04
Next generation face swapper and enhancerProject mention: FLaNK Stack Weekly 28 August 2023 | dev.to | 2023-08-28
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!Project mention: lineart_coarse + openpose, batch img2img | /r/StableDiffusion | 2023-05-10
Stable Diffusion built-in to BlenderProject mention: Donut done with Artificial Intelligence and Blender | /r/blender | 2023-05-31
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.aiProject mention: [P] I built a Chatbot to talk with any Github Repo. 🪄 | /r/MachineLearning | 2023-04-29
This repository contains two Python scripts that demonstrate how to create a chatbot using Streamlit, OpenAI GPT-3.5-turbo, and Activeloop's Deep Lake. The chatbot searches a dataset stored in Deep Lake to find relevant information and generates responses based on the user's input.
:rocket: Build and manage real-life data science projects with ease!Project mention: In Need of Guidance: Implementing MLOps in a Complex Organization as a Junior Data Engineer | /r/mlops | 2023-06-12
fast-stable-diffusion + DreamBoothProject mention: Stability AI releases its latest image-generating model, Stable Diffusion XL 1.0 | news.ycombinator.com | 2023-07-26
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.Project mention: Promptflow | news.ycombinator.com | 2023-10-11
Mycroft Core, the Mycroft Artificial Intelligence platform.Project mention: Ask HN: Is there any open source/open hardware Echo Dot alike? | news.ycombinator.com | 2023-08-11
Data platform for LLMs - Load, index, retrieve and sync any unstructured dataProject mention: Embedchain | news.ycombinator.com | 2023-10-20
Build Production-Grade AI ApplicationsProject mention: project ideas/advice for entry-level grad jobs? | /r/MLQuestions | 2023-06-13
there are a few tools you can use as "cheat mode" shortcuts to give you a leg up as you're getting started. here's one: https://github.com/bentoml/BentoML
A Smart, Automatic, Fast and Lightweight Web Scraper for PythonProject mention: What are the best tools for web scraping and analysis of natural language to populate a dataset? | /r/datasets | 2023-04-12
See if something like autoscraper or mlscraper suits your needs.
Secure sandboxed cloud environments made for AI agents and AI appsProject mention: Show HN: Run LLM-generated code in sandboxed envs | news.ycombinator.com | 2023-09-27
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80% faster, 50% less memory, 0% loss of accuracy Llama finetuning
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Unable to re add my server to HAOS integration
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Dec 2023
What are some of the best open-source AI projects in Python? This list will help you: