Popular GitHub Repositories for Refine

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.

Refine high-quality datasets and visual AI models

Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation? and hallucination alleviation?.

AI-powered reasoning engine powered by DeepSeek R1 reasoning model to refine queries, synthesize data, and provide insightful research responses.

[NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions"

Grompt is a self-contained Chrome plugin that re-engineers your prompts for optimal results using the Groq API. It allows users to quickly refine their prompts directly within their browser, enhancing the quality of their AI interactions.

The Prompt Teacher is an interactive and educational prompt engineering interface for LLMs that teaches users how to craft ??, refine ?, and optimize ? prompts to achieve the most effective and targeted responses from LLMs.

Repo for our NeurIPS 2023 paper on: Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback

Karbon is a desktop app that uses AI to generate and iteratively refine HTML/CSS/JS websites from simple prompts. Built with Python and Tkinter, it provides a live preview and export functionality.

Monte Carlo Tree Search Self-Refine (MCTSr)

Prompt management gateway with a UI for AI-powered applications. Enables non-technical users to test, refine, and deploy prompts seamlessly across multiple AI providers.

Legion AGI is a multi-agent, reasoning-based artificial intelligence framework that dynamically spawns agents based on user input to collaboratively brainstorm, refine, and evaluate solutions to complex problems.

Offical implementation of "Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition" (Neural Networks 2023)

This work proposes a feature refined end-to-end tracking framework with a balanced performance using a high-level feature refine tracking framework. The feature refine module enhances the target feature representation power that allows the network to capture salient information to locate the target. The attention module is employed inside the feature refine mechanism to improve network discrimination power that augments the network ability to track the target in challenging scenarios.

CogniVault is a modular, CLI-based multi-agent assistant designed to help you reflect, refine, and organize your thoughts

Extract Amazon customer reviews of select products via a third-party educational web scrapper, analyze them with LLM, and display concise summaries using an interactive user interface.

Avalanche is a CMS for AI-generated art. Refine, safeguard and publish your works with confidence.

Generative-AI-with-Langchain-and-Huggingface explores cutting-edge generative AI concepts. Topics include LangChain basics, ChromaDB, conversational memory, vector databases, document Q&A with RAG, text summarization (refine chains, YT/video summarization), building LLMs, search engines, and advanced tools/agents.

The LangGraph project implements a "Reflection Agent" designed to iteratively refine answers to user queries using a Large Language Model (LLM) and web search. It simulates a research process where an initial answer is generated, critiqued, and revised based on information gathered from web searches, all managed by a LangGraph workflow.

LocalPrompt is an AI-powered tool designed to refine and optimize AI prompts, helping users run locally hosted AI models like Mistral-7B for privacy and efficiency. Ideal for developers seeking to run LLMs locally without external APIs.