Generative Libraries

22 Components & Libraries

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Generative Libraries

☁️ Build multimodal AI applications with cloud-native stack

Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes…

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

This command installs everything needed for basic Pipelines that use an in-memory DocumentStore. If you want to install only the dependencies needed for model inference on your local hardware (not re…

🪢 Open source LLM engineering platform. Observability, metrics, evals, prompt management, testing -- 🍊YC W23 🤖 integrate via Typescript, Python, OpenAI, Langchain, LlamaIndex, Litellm

Managed deployment by the Langfuse team, generous free-tier (hobby plan), no credit card required. You may want to use another integration to get started quickly or implement a use case that we do no…

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Codes in NLP, Deep Learning, Reinforcement Learning and Artificial Intelligence I am a Data Scientist and I code in R, Python and Wolfram Mathematica. Here you will find some Machine Learning, Deep L…

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems.

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and ML engineers to red team foundation models and their applica…

Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.

Blend_My_NFTs is an open source, free to use Blender add-on that enables you to easily generate thousands of 3D Models, Animations, and Images. This add on's primary purpose is to aid in the creatio…

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Below is a outline of the book chapters: To download some of the datasets for the book, you will need a Kaggle account and an API token. To use the Kaggle API: If you do not have a GPU, run the follo…

Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js

Note: If possible register your account with a company email address. Once you have a subscription id apply for Azure Open AI Service here: GenEng revolution being led by developers who build deep pr…

AWS-native chatbot using Bedrock + Claude

The sign-up screen will appear as shown above, where you can register your email and log in. It's an architecture built on AWS managed services, eliminating the need for infrastructure management. Ut…

Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

... but PlotOptiX is much faster on large data, and, with all the raytraced shades and DoF, more readable and eye catching. You can quickly display data in a simple plot: or prepare complex scenes, c…

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

This tool allows users to generate sets of unique images and metadata using weighted layer collections.

nft-generator-py is a simple script which programatically generates images using weighted layer files. Clone the repository and install the requirements. The following commands are available: Before …

Text analytics for LLM apps. PostHog for prompts. Extract evaluations, intents and events from text messages. phospho leverages LLM (OpenAI, MistralAI, Ollama, etc.)

Phospho is the text analytics platform for LLM apps. Detect issues and extract insights from text messages of your users or your app. Gather user feedback and measure success. Iterate on your app to …

AI-Powered Tool for Download, Edit, and Generate Videos and Images in Bulk from Any Website! with more exciting features on the way!

DownEdit is a powerful program that allows you to download videos from various social media platforms such as TikTok, Douyin, Kuaishou, and more. With DownEdit, you can easily download videos from us…

A flexible UI script to help create and expand on prompts for generative AI art models, such as Stable Diffusion and MidJourney. Get inspired, and create.

PromptGen is a flexible UI script to help create and expand on prompts for generative AI art models, such as Stable Diffusion and MidJourney. Get inspired, and create. Multi-platform, and completely …

Create AI-Generated Video Tutorials with Character Animation and Slides!

This AI tool helps you create captivating and informative AI-generated video tutorials on any topic! With a charming character featuring facial animation and informative slides, it can explain any to…

PlayHT Python SDK -- Text-to-Speech Audio Streaming

For a more detailed example with command-line arguments and interactive mode, refer to the provided demo. Alternatively, you can run the demo in interactive mode: In interactive mode, you can input t…

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis

See below how medigan can be run from the command line to generate synthetic medical images. Model information can be found in: To install the current release, simply run: Or, alternatively via conda…

Library for creating generative art and maths animations

Generative art and graphing library for creating images and animations. 3D drawing is likely to change in a future release. The rest of the library is reasonably stable. generativepy is a library rat…

A fast (?) random sampling drawing library

Desert consists of two parts. Use the install script: This code is developed on Ubuntu 16.04 LTS. I imagine you will be able to get it running on Mac as well. This code is a tool that I have written …

Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, mislabels and others.

While the platform offers a high-level overview and visualization of your data, the SDK affords you the flexibility to integrate into your favorite machine learning frameworks and environments (e.g. …

Course about artificial intelligence applied to the arts. Available in spanish and english.

Are you interested in art? Are you curious about how new technological tools might help in your creative process? Then this is the course for you. In this class you are going to learn what Artificial…

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inter-process-communication

efficient

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