AI &amp; Machine Learning

#airflow#workflow#scheduling+1

Platform to programmatically author and schedule workflows.

airflowpostgresredis

AutoGPT

#bentoml#serving#deployment+1

Autonomous AI agent that can perform complex tasks with minimal human intervention

ML model serving and deployment framework.

bentoml

Chroma

#chroma#vector-db#embeddings+1

Embedding database for AI applications.

chroma

ClearML MLOps Platform

clearml-serverclearml-agentmongodbelasticsearchredisminio

Open-source MLOps platform with experiment management, data versioning, and model deployment.

#clearml#ml-ops#experiment-tracking+2

ClearML

clearmlelasticsearchmongoredis

ML experiment tracking and automation platform.

#clearml#mlops#tracking+1

ComfyUI

#ai#image-generation#stable-diffusion+3

Powerful node-based GUI for Stable Diffusion with advanced workflow capabilities

comfyui

Computer Vision Pipeline

label-studiotritonminiopostgres

CV pipeline with Label Studio for annotation, MinIO storage, and Triton inference server

#computer-vision#label-studio#triton+3

Dask Distributed

#dask#distributed#analytics+1

Parallel computing library for analytics.

dask

Determined AI

#determined#training#deep-learning+1

Deep learning training platform with experiment tracking.

determinedpostgres

Dify

dify-apidify-webpostgresredisweaviate

Open-source LLM app development platform for building AI-native applications

#ai#llm#rag+3

DVC + MLflow Data Science Stack

mlflowminiopostgresqljupyter

Data Version Control with MLflow experiment tracking for reproducible ML pipelines.

#dvc#mlflow#data-versioning+2

DVC + Iterative Studio + MinIO

dvcminiogiteaiterative-studio

Data version control with experiment tracking and S3-compatible storage.

#dvc#data-versioning#experiments+2

Feast Feature Store + Redis

feastredispostgresqlfeast-ui

ready feature store for ML with Redis online store.

#feast#feature-store#ml-ops+2

Feast Feature Store

#feast#feature-store#mlops+1

Feature store for ML with offline and online serving.

feastredispostgres

Apache Flink

#flink#streaming#real-time+1

Stream processing framework for real-time analytics.

flink

Flowise

HuggingFace Text Generation Inference

Low-code tool for building LLM apps with drag-and-drop.

flowise

#flowise#llm#low-code+1

#huggingface#llm#inference+1

High-performance text generation server for LLMs.

tgi

JupyterHub ML Environment

#jupyter#ml#data-science+1

JupyterHub with GPU support for ML.

jupyterhubpostgresnginx

Jupyter Notebook

#jupyter#python#data-science+1

Interactive computing environment for data science.

jupyter

Kubeflow Pipelines Standalone

kubeflow-pipelinesmysqlminioworkflow-controller

Kubeflow Pipelines for ML workflow orchestration without full Kubernetes.

#kubeflow#pipelines#ml-ops+2

Kubeflow Pipelines

#kubeflow#kubernetes#ml-ops+1

ML workflow orchestration on Kubernetes.

kubeflow

Label Studio + PostgreSQL + Redis

label-studiopostgresqlredisnginx

Data labeling platform with enterprise features for ML training data.

#label-studio#annotation#labeling+2

Label Studio ML Annotation

label-studiopostgresqlml-backend

Label Studio for data labeling with ML backend.

#labeling#annotation#ml+1

Label Studio

#label-studio#labeling#annotation+1

Data labeling tool for ML projects.

label-studio

LangFlow

#langflow#langchain#llm+1

Visual framework for building LangChain applications.

langflow

LLM Development Stack

ollamaopen-webuichromadblangserve

Local LLM development with Ollama, Open WebUI, ChromaDB vector store, and LangServe

#llm#ollama#rag+3

LocalAI API Server

Self-hosted OpenAI-compatible API for running LLMs, image generation, and audio transcription locally with GPU acceleration.

localai

#localai#llm#openai+3

LocalAI

OpenAI-compatible API for running LLMs locally.

localai

#localai#llm#openai+1

Milvus

#milvus#vector-db#embeddings+1

Cloud-native vector database for AI workloads.

milvusetcdminio

ML Training & Serving Stack

mlflowminiopostgresseldon-core

Complete ML pipeline with MLflow tracking, MinIO artifact storage, and Seldon serving

#mlflow#mlops#training+3

MLflow + MinIO + PostgreSQL

mlflowpostgresqlminionginx

Complete MLflow platform with S3-compatible artifact storage and PostgreSQL backend.

#mlflow#ml-ops#tracking+2

MLflow Complete ML Platform

mlflowpostgresqlminionginxprometheus

End-to-end ML lifecycle platform with experiment tracking, model registry, model serving, and PostgreSQL backend.

#mlflow#ml-ops#model-registry+2

MLflow Tracking Server

#mlflow#ml-ops#tracking+2

MLflow for ML experiment tracking with PostgreSQL and MinIO.

mlflowpostgresqlminio

MLflow

#mlflow#ml-ops#tracking+1

ML lifecycle management including tracking and model registry.

mlflowpostgres

NVIDIA Triton Inference Server

#triton#inference#nvidia+1

High-performance inference server for ML models.

triton

Ollama with Open WebUI

polyaxonpostgresredisrabbitmq

Ollama local LLMs with Open WebUI chat.

Run large language models locally.

ML platform for experiment tracking and automation.

#polyaxon#mlops#experiments+1

Prefect

#prefect#workflow#orchestration+1

Modern workflow orchestration for data pipelines.

prefectpostgres

Qdrant

#qdrant#vector-db#embeddings+1

Vector database for AI applications.

qdrant

Ray Distributed Computing

Ray cluster for distributed ML and Python workloads.

ray-headray-worker

#ray#distributed#ml+2

Ray Cluster

Distributed computing framework for ML.

ray

#ray#distributed#ml+1

Seldon Core

#seldon#kubernetes#serving+1

ML deployment platform for Kubernetes.

seldonminio

Apache Spark

#spark#big-data#distributed+1

Distributed computing engine for big data processing.

spark

Stable Diffusion WebUI

#stable-diffusion#image#generation+1

Web interface for Stable Diffusion image generation.

stable-diffusion

TensorBoard

#tensorboard#visualization#tensorflow+1

Visualization toolkit for TensorFlow and PyTorch.

tensorboard

Text Generation WebUI

oobabooga/text-generation-webui

Gradio web UI for running large language models like LLaMA, GPT-J, and others locally

#ai#llm#text-generation+3

Triton Inference Server

#triton#inference#nvidia+2

NVIDIA Triton for scalable ML model serving.

triton

vLLM

High-throughput LLM serving with PagedAttention.

vllm

#vllm#llm#inference+1

Weaviate

#weaviate#vector-db#semantic-search+1

Vector database with built-in ML models.

weaviate

Whisper (OpenAI Speech-to-Text)