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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
All Algorithms implemented in Python
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
🎨 Diagram as Code for prototyping cloud system architectures
LlamaIndex is a data framework for your LLM applications
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
DSPy: The framework for programming—not prompting—language models
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…
OCR, layout analysis, reading order, table recognition in 90+ languages
A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.
TensorFlow-based neural network library
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
High accuracy RAG for answering questions from scientific documents with citations
🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org
LLaMA: Open and Efficient Foundation Language Models
Easy benchmarking of all publicly accessible implementations of convnets
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
A lightweight LLVM python binding for writing JIT compilers