Popular GitHub Repositories for Federated Analytics

AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

? Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. ?YC W23

A curated list of references for MLOps

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

A collection of libraries to optimise AI model performances

? Rybbit - open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive.

Alluxio, data orchestration for analytics and machine learning in the cloud

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Flower: A Friendly Federated AI Framework

A code-first agent framework for seamlessly planning and executing data analytics tasks.

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

Cool experiments at the intersection of Computer Vision and Sports ??

? Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 ?

Real-time Claude Code usage monitor with predictions and warnings

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

? ? ? ? GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.