davelza95

cookiecutter-mlops-package

Start building and deploying Python packages and Docker images for MLOps tasks.

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

LitServe

Lightning-fast serving engine for AI models. Flexible. Easy. Enterprise-scale.

llm-course

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

guardrails

Adding guardrails to large language models.

langfuse

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

fasthtml

The fastest way to create an HTML app

schemathesis

Supercharge your API testing, catch bugs, and ensure compliance

deepeval

The LLM Evaluation Framework

orbstack

Fast, light, simple Docker containers & Linux machines

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

langgraph

Build resilient language agents as graphs.

pyspark-style-guide

This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.

scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

Scrapegraph-ai

Python scraper based on AI

promptfoo

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

factoid-wiki

Dense X Retrieval: What Retrieval Granularity Should We Use?

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

LLMOps_wsPycon2024

Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

llama_parse

Parse files for optimal RAG

llmsherpa

Developer APIs to Accelerate LLM Projects

mistral-finetune

chatbot-ui

Come join the best place on the internet to learn AI skills. Use code "chatbotui" for an extra 20% off.

doccano

Open source annotation tool for machine learning practitioners.

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

docker-selenium-lambda

The simplest demo of chrome automation by python and selenium in AWS Lambda

realworld

"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more

awesome-backend

🚀 A curated and opinionated list of resources (English & Russian) for Backend developers | Структурированный список ресурсов для изучения Backend разработки