Manraj Singh

samples. Agent samples built using the Strands Agents SDK.

ez-ai-agent. Automated Penetration Testing with EZ and Agents

elasticsearch-labs. Notebooks & Example Apps for Search & AI Applications with Elasticsearch

SeaGOAT. local-first semantic code search engine

PhotoMigrator. This tool has been designed to Interact and Manage different Photo Services such as Google Photos, Synology Photos, Immich Photos, NextCloud Photos, Google Takeout & Apple iCloud Takeout. The Tool supports multiple accounts per service, so you can migrate your assets between different accounts of the same service.

polaris. Foster the development of impactful AI models in drug discovery.

Baichuan-Omni-1.5. Python

Tiktok-Booster. Automate TikTok view boosting with CAPTCHA bypass using Tesseract OCR.

orchestra. Cognitive Architectures for Multi-Agent Teams

gac. Intelligent LLM-powered git commit message generator that understands your code! Supports multiple languages!

notte. 🌸 Best framework to build web agents, and deploy serverless web automation functions on reliable browser infra.

codecarbon. Track emissions from Compute and recommend ways to reduce their impact on the environment.

obdiag. obdiag (OceanBase Diagnostic Tool) is designed to help OceanBase users quickly gather necessary information and analyze the root cause of the problem.

genai-quickstart-pocs. This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separate project with its own directory, and includes a basic Streamlit frontend to help users quickly set up a proof of concept.

agentkit. Every AI Agent deserves a wallet.

models. Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

warp. Warp is an agentic development environment, born out of the terminal.

gstack. Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

requestly. Community hub for Requestly API Client — bugs, feature requests, and roadmap. The privacy-first Postman alternative.

nanochat. The best ChatGPT that $100 can buy.

yc-360-script. yc-360 Script is a lightweight diagnostic script that captures comprehensive troubleshooting artifacts like Application logs, GC logs, thread dumps, heap dumps, OS-level metrics across various environments (Linux, Windows, Max, Docker, k8, openshift, Fargate).

langroid. Harness LLMs with Multi-Agent Programming

txtai. 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

hdbscan. A high performance implementation of HDBSCAN clustering.

terrier-core. Terrier IR Platform

Megatron-LM. Ongoing research training transformer models at scale

flyte. Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

iceberg. Apache Iceberg

incubator-xtable. Apache XTable (incubating) is a cross-table converter for lakehouse table formats that facilitates interoperability across data processing systems and query engines.

delta. An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

ducklake. DuckLake is an integrated data lake and catalog format

AlphaEvolve-MatrixMul-Verification. Verification of Google DeepMind's AlphaEvolve 48-multiplication matrix algorithm, a breakthrough in matrix multiplication after 56 years.

pwb-alphaevolve. DeepMind’s AlphaEvolve coding agent for trading strategies.

ag-ui. AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.

pydantic. Data validation using Python type hints

openlit. Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

code-interpreter. An innovative open-source Code Interpreter with (GPT,Gemini,Claude,LLaMa) models.

crewAI. Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

littleosbook. Source for the little book about OS development

21st. npm for design engineers: largest marketplace of shadcn/ui-based React Tailwind components, blocks and hooks

awesome-cursorrules. 📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors

PyPortfolioOpt. Financial portfolio optimization in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

3FS. A high-performance distributed file system designed to address the challenges of AI training and inference workloads.

RebbleOS. open source operating system for low-power smartwatches

pulpcore. Pulp 3 pulpcore package https://pypi.org/project/pulpcore/

open-r1. Fully open reproduction of DeepSeek-R1

optimum. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

diffusers. 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

stable-diffusion. A latent text-to-image diffusion model

InvokeAI. Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

StableStudio. Community interface for generative AI

IF. Python

LLaVA. [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

HunyuanDiT. Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

DeepSeek-V3. Python

dokploy. Open Source Alternative to Vercel, Netlify and Heroku.

openai-realtime-agents. This is a simple demonstration of more advanced, agentic patterns built on top of the Realtime API.

LLMs-from-scratch. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

perpetual. Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

GenAI_Agents. 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

ai-hedge-fund. An AI Hedge Fund Team

ClickHouse. ClickHouse® is a real-time analytics database management system

tox. Command line driven CI frontend and development task automation tool.

professional-programming. A collection of learning resources for curious software engineers

protected-audience-demo. JavaScript

prince. :crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

noisereduce. Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

llm-course. Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

cv. Print-friendly, minimalist CV page

podman. Podman: A tool for managing OCI containers and pods.

aedile. Kotlin Wrapper for Caffeine

GPTs. leaked prompts of GPTs

mlx. MLX: An array framework for Apple silicon

HikariCP. 光 HikariCP・A solid, high-performance, JDBC connection pool at last.

awesome-time-series. Resources for working with time series and sequence data

awesome-time-series. list of papers, code, and other resources

lm-hackers. Hackers' Guide to Language Models

zipline. Zipline, a Pythonic Algorithmic Trading Library

lilac. Curate better data for LLMs

bun. Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one

scikit-multiflow. A machine learning package for streaming data in Python. The other ancestor of River.

duckdb. DuckDB is an analytical in-process SQL database management system

manifesto. The OpenTF Manifesto expresses concern over HashiCorp's switch of the Terraform license from open-source to the Business Source License (BSL) and calls for the tool's return to a truly open-source license.

junodb. JunoDB is PayPal's home-grown secure, consistent and highly available key-value store providing low, single digit millisecond, latency at any scale.

fastutil. fastutil extends the Java™ Collections Framework by providing type-specific maps, sets, lists and queues.

stunner. A Kubernetes media gateway for WebRTC. Contact: info@l7mp.io

chaos-mesh. A Chaos Engineering Platform for Kubernetes.

awesome-startup-credits. ✨ A collection of awesome companies offering free/discounted plans for eligible startups

pyannote-database. Reproducible experimental protocols for multimedia (audio, video, text) database

ayame. WebRTC Signaling Server Ayame

silk. SiLK (Simple Learned Keypoint) is a self-supervised deep learning keypoint model.

elia. A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.

audiocraft. Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

yggdrasil-decision-forests. A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

torchscale. Foundation Architecture for (M)LLMs

envoy. Cloud-native high-performance edge/middle/service proxy

kaitai_struct. Kaitai Struct: declarative language to generate binary data parsers in C++ / C# / Go / Java / JavaScript / Lua / Nim / Perl / PHP / Python / Ruby / Rust

community. Istio governance material.

armeria. Your go-to microservice framework for any situation, from the creator of Netty et al. You can build any type of microservice leveraging your favorite technologies, including gRPC, Thrift, Kotlin, Retrofit, Reactive Streams, Spring Boot and Dropwizard.

gpt-engineer. CLI platform to experiment with codegen. Precursor to: https://lovable.dev

neuralforecast. Scalable and user friendly neural :brain: forecasting algorithms.

cqengine. Ultra-fast SQL-like queries on Java collections

imodels. Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

stumpy. STUMPY is a powerful and scalable Python library for modern time series analysis

statsforecast. Lightning ⚡️ fast forecasting with statistical and econometric models.

feature_engine. Feature engineering and selection open-source Python library compatible with sklearn.

sktime. A unified framework for machine learning with time series

langchain. The agent engineering platform.

qdrant. Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

mmc4. MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.

kafka-ui. Open-Source Web UI for Apache Kafka Management

signoz. SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

VictoriaMetrics. VictoriaMetrics: fast, cost-effective monitoring solution and time series database

client_java. Prometheus instrumentation library for JVM applications

Restfox. Offline-First Minimalistic HTTP & Socket Testing Client for the Web & Desktop

dns. Kubernetes DNS service

python-bigquery-sqlalchemy. This library has moved to https://github.com/googleapis/google-cloud-python/tree/main/packages/sqlalchemy-bigquery

dynaconf. Configuration Management for Python ⚙

argo-cd. Declarative Continuous Deployment for Kubernetes

argo-rollouts. Progressive Delivery for Kubernetes

grype. A vulnerability scanner for container images and filesystems

checkout. Action for checking out a repo

flatten-maven-plugin. Flatten Maven Plugin

git-commit-id-maven-plugin. Maven plugin which includes build-time git repository information into an POJO / *.properties). Make your apps tell you which version exactly they were built from! Priceless in large distributed deployments... :-)

google-java-format. Reformats Java source code to comply with Google Java Style.

meilisearch. A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

databuilderframework. A data driven execution engine

jib. 🏗 Build container images for your Java applications.

dotenv-java. 🗝️ Dotenv is a no-dep, pure Java module that loads environment variables from a .env file

tomcat. Apache Tomcat

caffeine. A high performance caching library for Java

lima. Linux virtual machines, with a focus on running containers

pivot. An interactive UI for Druid

serve. ☁️ Build multimodal AI applications with cloud-native stack

asciimatics. A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations

bottleneck. Fast NumPy array functions written in C

localsend. An open-source cross-platform alternative to AirDrop

orbit. A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

pyflux. Open source time series library for Python

AutoTS. Automated Time Series Forecasting

datasharing. The Leek group guide to data sharing

pyenv. Simple Python version management

nanoGPT. The simplest, fastest repository for training/finetuning medium-sized GPTs.

cramming. Cramming the training of a (BERT-type) language model into limited compute.

htop. htop - an interactive process viewer

Prebid.js. Setup and manage header bidding advertising partners without writing code or confusing line items. Prebid.js is open source and free.

Kats. Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

lossless-cut. The swiss army knife of lossless video/audio editing

query-string. Parse and stringify URL query strings

RedisBloom. Probabilistic Datatypes Module for Redis

dropwizard. A damn simple library for building production-ready RESTful web services.

jackson-databind. General data-binding package for Jackson: works on streaming API (core) implementation(s)

insomnia. The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.

xh. Friendly and fast tool for sending HTTP requests

FrankerFaceZ. The Twitch Enhancement Suite. Get custom emotes and tons of new features you'll never want to go without.

voila. Voilà turns Jupyter notebooks into standalone web applications

lens. Lens - The way the world runs Kubernetes

aerospike-server. Aerospike Database Server – flash-optimized, in-memory, nosql database

colima. Container runtimes on macOS (and Linux) with minimal setup

yugabyte-db. YugabyteDB - the cloud native distributed SQL database for mission-critical applications.

halo. 💫 Beautiful spinners for terminal, IPython and Jupyter

tapestry-5. A component-oriented framework for creating highly scalable web applications in Java.

openwrt. This repository is a mirror of https://git.openwrt.org/openwrt/openwrt.git It is for reference only and is not active for check-ins. We will continue to accept Pull Requests here. They will be merged via staging trees then into openwrt.git.

uid-generator. UniqueID generator

twitter-server. Twitter-Server defines a template from which services at Twitter are built

finagle. A fault tolerant, protocol-agnostic RPC system

Low-Level-Design. Useful Resources for Low Level System Design

whisper. Robust Speech Recognition via Large-Scale Weak Supervision

amazon-kinesis-video-streams-webrtc-sdk-js. JS SDK for interfacing with the Amazon Kinesis Video Streams Signaling Service.

FASTER. Fast persistent recoverable log and key-value store + cache, in C# and C++.

headscale. An open source, self-hosted implementation of the Tailscale control server

orion. Asynchronous Distributed Hyperparameter Optimization.

webdataset. A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

voice_activity_detection. Voice Activity Detection based on Deep Learning & TensorFlow

waveton. 100 applications built with H2O Wave

fastbook. The fastai book, published as Jupyter Notebooks

visidata. A terminal spreadsheet multitool for discovering and arranging data

textual. The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

ibis. the portable Python dataframe library

Parsr. Transforms PDF, Documents and Images into Enriched Structured Data

riak. Riak is a decentralized datastore from Basho Technologies.

learning-notes. Notes on books I read, talks I watch, articles I study, and papers I love

napkin-math. Techniques and numbers for estimating system's performance from first-principles

memlab. A framework for finding JavaScript memory leaks and analyzing heap snapshots

nn-zero-to-hero. Neural Networks: Zero to Hero

uwsgi. uWSGI application server container

pyre-check. Performant type-checking for python.

tutorials. Getting Started with Spring Boot 3:

judge-server. Judging backend server for the DMOJ online judge.

bat. A cat(1) clone with wings.

metlo. Metlo is an open-source API security platform.

jitsi-videobridge. Jitsi Videobridge is a WebRTC compatible video router or SFU that lets build highly scalable video conferencing infrastructure (i.e., up to hundreds of conferences per server).

janus-gateway. Janus WebRTC Server

mediasoup. Cutting Edge WebRTC Video Conferencing

kms-core. [ARCHIVED] Contents migrated to monorepo: https://github.com/Kurento/kurento

s2n-tls. An implementation of the TLS/SSL protocols

multipy. torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters in a single C++ process.

starter-workflows. Accelerating new GitHub Actions workflows

poetry. Python packaging and dependency management made easy

socket.io-redis-emitter. The Socket.IO Redis emitter, allowing to communicate with a group of Socket.IO servers from another Node.js process.