Versatile End-to-End Recommender System

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.

gauss-awesome-recommender-system-engine

Machine learning in Python with scikit-learn MOOC

📑 Online machine learning resources

This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…

An extendable async API using FastAPI, Pydantic V2, SQLAlchemy 2.0, PostgreSQL and Redis.

Memory for AI Agents in 6 lines of code

A FastAPI Template for production use

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

RAG using Llama3, Langchain and ChromaDB

Dependency injection package for python.

Set of tools to assess and improve LLM security.

A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.

Build reliable AI and agentic applications with DataFrames

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

🪐 End-to-end NLP workflows from prototype to production

💫 Models for the spaCy Natural Language Processing (NLP) library

🤖 A PyTorch library of curated Transformer models and their composable components

🦙 Integrating LLMs into structured NLP pipelines

Python Type Checker / Language Server

Scalable and efficient data transformation framework - backwards compatible with dbt.

Python SQL Parser and Transpiler

Pixeltable — Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.

Following emerging Large Language Model Operations (LLM Ops) best practices in the industry, you’ll learn all about the key technologies that enable Generative AI practitioners like you to leverage…

Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just about anything.

Beautiful Python async

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

Build Real-Time Knowledge Graphs for AI Agents