Pariyat

generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

ollama

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

ai-build

Content related to Microsoft AI build events

Whispers-of-the-Demon-Game

Whispers of the Demon" is a quick-play, web-based Isekai game where players battle demonic forces through dynamic text-based interactions, powered by OpenAI's GPT. Each session is a unique 5-10 minute adventure. This demo will be showcased at Microsoft Build AI Day 2024 in Thailand

steering-council

Communications from the Steering Council

responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

DocumentSearchEngine

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

supervision

We write your reusable computer vision tools. 💜

faiss

A library for efficient similarity search and clustering of dense vectors.

svoice

We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.

neural-audio-fp

dspy

DSPy: The framework for programming—not prompting—foundation models

gerev

🧠 AI-powered enterprise search engine 🔎

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

openai-cookbook

Examples and guides for using the OpenAI API

SoraReview

The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

nnbench

A small framework for benchmarking machine learning models.

aws-data-lake-solution

A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers

EnBizCard

EnBizCard helps you create interactive and responsive HTML-based digital business cards that can be hosted with your website.

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

fair-pca

lime

Lime: Explaining the predictions of any machine learning classifier

fmeval

Foundation Model Evaluations Library

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.