Model Context Protocol Servers

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

The ERNIE Bot Python SDK provides convenient access to the ERNIE Bot API, including Chat Completion, Embedding, Function Calling, etc.

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

An open source recommender system service written in Go

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyp…

Streamlit — The fastest way to build data apps in Python

Example Streamlit app that you can fork to test out share.streamlit.io

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Elastic Deep Learning using PaddlePaddle and Kubernetes

PArallel Distributed Deep LEarning

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

High concurrency parameter server engine

A flexible, high-performance serving system for machine learning models（『飞桨』服务器端部署库）

大规模推荐模型训练工具

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

Abseil Common Libraries (C++)

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

Mapping a variable-length sentence to a fixed-length vector using BERT model