alexandergrote

celery_ml_deploy

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

mlflow

Open source platform for the machine learning lifecycle

few-shot-text-classification

mermaid-live-editor

Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.

chainlit

Build Conversational AI in minutes ⚡️

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

crewai-experiments

Experiments with local as well as models available through an api

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

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.

ChatDev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.

Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

OpenDevin

🐚 OpenDevin: Code Less, Make More

kanva-draggable-polygon

Polygon annotation using with react-konva

interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

grandiso-networkx

Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search")

seqlearn

Sequence learning toolkit for Python

marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

n8n

Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.

2023-pydata-global-order-up

PyData Global 2023 - Order up! How do I deliver it?

ab-test-calculator

AB test calculator run through Streamlit

ab-test-samplesize

AB test sample size calculator run through Streamlit

instructor

structured outputs for llms

ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

feature_toggles

open-interpreter

A natural language interface for computers

network-visualization

Python network visualization app using NetworkX, Plotly, Dash

fortuna

A Library for Uncertainty Quantification.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering