docarray
discoart
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docarray | discoart | |
---|---|---|
32 | 11 | |
2,707 | 3,836 | |
2.3% | -0.1% | |
9.2 | 2.8 | |
9 days ago | 11 months ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
docarray
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I plan to build my own AI powered search engine for my portfolio. Do you know ones that are open-source?
For some alternatives, I know thereโs DocArray where you can handle text, image and audio data. is basically a toolbox for multimodal data and then there should be Haystack which is also let you build search systems and also has to do something with Transformers and LLMs.
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A Guide to Using OpenTelemetry in Jina for Monitoring and Tracing Applications
DocArray to manipulate data and interact with the storage backend using document store.
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This week(s) in DocArray
It's already been two weeks since the last alpha release of DocArray v2. And since then a lot has happened โ we've merged features we're really proud of, and we've cried tears of joy and misery trying to coerce Python into doing what we want. If you want to learn about interesting Python edge cases or follow the advancement of DocArray v2 development then youโve come to the right place in this blog post!
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Improving Search Quality for Non-English Queries with Fine-tuned Multilingual CLIP Models
The German Fashion12k dataset is available for free use by the Jina AI community. After logging into Jina AI Cloud, you can download it directly in DocArray format:
The German Fashion12k dataset is available for free use by the Jina AI community. After logging into Jina AI Cloud, you can download it directly in DocArrayformat:
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Looking for open source projects in Machine Learning and Data Science
You could try spaCy. This is the brains of the operation - an open-source NLP library for advanced NLP in Python. Another is DocArray - It's built on top of NumPy and Dask, and good for preprocessing, modeling, and analysis of text data.
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What are the best Python libraries to learn for beginners?
DocArray: Multimodal Data Library
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How to Use Every Vector Database in Python with DocArray
As the description suggests on the project home page, DocArray is a library for nested, unstructured and multimodal data.
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Announcing DocArray v2
Hey reddit, we are Johannes and Sami from the DocArray team and we are super excited to announce version 2 of the DocArray library!
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Most Trending Open Source MLOps Tools of 2022
Document is the fundamental data structure. (This project is also an opensource project by the Linux Foundation)
discoart
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Has anyone gotten disco diffusion to run locally
Just look at basic Python syntax and read through the discoart readme and it should all make sense :). If you still get lost, me and other people are always here to help more
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What hardware does Disco Diffusion need to run at speeds like MidJourney, Stable Diffusion or DALL-E?
just install latest Python from official page, then PyTorch from here (make sure it's some of the CUDA versions) and then follow the steps here and you should be good to go
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AI painting with the keywords: Universe, Goku, Dragon Ball, Supernova, Mist. Instantly became my favorite wallpaper
try out discoart! Takes a bit of practice though
- First nice portrait on 5.6 running locally on 2070 (comparison untouched / GFPGAN)
What are some alternatives?
Milvus - A cloud-native vector database, storage for next generation AI applications
disco-diffusion
transformers - ๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bootcamp - Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
kaggle-environments
Simple_Prompt_Generator - Simple prompt generator for Midjourney, DALLe, Stable and Disco Diffusion, and etc.
stylegan2-projecting-images - Projecting images to latent space with StyleGAN2.
Disco_Diffusion_Local - Getting the latest versions of Disco Diffusion to work locally, instead of colab. Including how I run this on Windows, despite some Linux only dependencies ;)
imodels - Interpretable ML package ๐ for concise, transparent, and accurate predictive modeling (sklearn-compatible).
habitat-sim - A flexible, high-performance 3D simulator for Embodied AI research.
disco-diffusion
nn - ๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง