LangChain AI Scientist V2 leverages large language models and LangChain’s agent framework to assist researchers at every stage of the scientific process. It ingests academic papers for literature reviews, generates novel hypotheses, outlines experimental protocols, drafts lab reports, and produces code for data analysis. Users interact via CLI or notebook, customizing tasks through prompt templates and configuration settings. By orchestrating multi-step reasoning chains, it accelerates discovery, reduces manual workload, and ensures reproducible research outputs.

IRIS (Interactive Research Ideation System) is an AI-driven assistant that empowers researchers to rapidly prototype study ideas. Users input a research topic or domain, and IRIS produces tailored research questions, identifies key concepts, synthesizes relevant literature abstracts, and suggests experimental designs or methodological approaches. It organizes these insights into customizable workflows, supporting hypothesis development, data collection planning, and result interpretation frameworks. Through iterative chatting, IRIS refines outputs based on feedback, ensures alignment with research goals, and exports structured reports in formats like PDF, DOCX, or Markdown. By automating repetitive tasks and enhancing creative brainstorming, IRIS accelerates early-stage research across academia, R&D labs, and startups, fostering innovation and reducing time-to-insight.

Autogen Studio Research is a GitHub-hosted research prototype for building, visualizing, and iterating on multi-agent AI applications. It offers a web-based UI that lets you drag and drop agent components, define communication channels, and configure execution pipelines. Under the hood, it uses a Python SDK to connect to various LLM backends (OpenAI, Azure, local models) and provides real-time logging, metrics, and debugging tools. The platform is designed for rapid prototyping of collaborative agent systems, decision-making workflows, and automated task orchestration.

科研加 transforms the way researchers interact with academic resources. It intelligently aggregates a vast array of scholarly materials into a user-friendly platform. With its AI-powered capabilities, users can ask questions and receive distilled answers based on extensive data. The tool aims to eliminate the overwhelm often associated with abundant research literature, making academic inquiry straightforward and efficient.

데이터 도깨비 is a Chrome extension that enhances your experience with public datasets from the South Korean government's official data portal. It caters to users who may not have prior knowledge of data analysis and aims to simplify the process of extracting insights from available public data. By offering a user-friendly interface, it allows individuals to explore, query, and visualize datasets, making it an essential tool for both casual users and professionals looking for data-driven insights.

SimpliUX is a Florida-based research and design agency specializing in user experience. We use design thinking methodologies to deliver insights and creative solutions that improve product interfaces and overall user interactions. Our services include user research, usability testing, interaction design, and user interface design, all aimed at ensuring the best possible user experience for our clients' products.

ResearchAIde is an advanced AI tool intended to streamline the research process. By utilizing AI-powered algorithms, it assists users in extracting key insights and synthesizing information from various research documents. Ideal for students, researchers, and business professionals, ResearchAIde significantly reduces the time spent on data analysis and improves the accuracy of extracted information, making the research process more efficient and effective.

LanguageGUI is a cutting-edge, open-source design system and UI Kit designed to provide Large Language Models (LLMs) with the flexibility to format text outputs into more engaging and interactive graphical user interfaces. This tool is particularly useful for developers and designers looking to create more visually appealing and user-friendly applications, ensuring that text-based interactions are enriched with robust graphical elements for a better user experience.

UserStudy is a SaaS platform that streamlines the process of user research for product teams. It provides tools for both moderated and unmoderated research, including usability tests, interviews, surveys, and much more. With UserStudy, teams can gather insights through video, audio, and screen sharing while participants are interacting with the target web/app/prototype. This enables teams to quickly and effectively understand user behaviors, needs, and motivations, thereby enhancing product development and user experience.

PubCompare.ai is an AI-driven platform that provides scientists with an extensive database of peer-reviewed experimental protocols. By leveraging AI, it ensures researchers have quick access to reliable methodologies and a protocol comparator to highlight variations in protocols. This platform aims to streamline the research process, minimize experimental redundancy, and improve overall research efficiency.

Iris.ai is an innovative platform designed to assist researchers in handling vast amounts of scientific data efficiently. With tools for smart search, comprehensive filtering, autonomous data extraction, and automatic summarization, Iris.ai simplifies complex research tasks. The platform is ideal for finding relevant scientific papers, understanding large datasets, and generating concise summaries to aid decision-making and enhance productivity in research-driven environments.

The 微知智能助手 plugin enables quick interaction with selected text by right-clicking it. Users can choose from a menu of operations, opening a small dialog window for conversation, AI drawing, and text creation. It aims to simplify complex tasks through intuitive features, supporting both creativity and efficiency. Ideal for writers, artists, and anyone looking to boost productivity, the assistant offers a seamless experience.

ResearchRabbit is an innovative AI-based platform aimed at researchers seeking to discover pertinent academic papers effortlessly. Users can input a few key papers, and the tool generates a network of recommended papers based on citation relationships and content similarity. ResearchRabbit continually refines its suggestions, providing a dynamic and evolving dataset tailored to user needs. This tool not only saves researchers time but also presents them with previously overlooked yet highly relevant literature.

Jinshuju is a comprehensive online form tool designed to streamline data collection, management, and analysis. Whether you need to conduct surveys, academic research, or customer feedback collection, Jinshuju offers a wide range of features to make the process quick and easy. With customizable templates and powerful analytics, it helps users uncover valuable insights from their data.

ResearchGPT is an open-source, LLM-based research assistant that enables users to engage in interactive discussions with research papers or PDFs. By leveraging advanced language models, ResearchGPT can answer questions, summarize content, and provide insights, making it an invaluable tool for researchers, academics, and students looking to streamline their literature review processes and enhance their understanding of complex documents.

ResearchRover is an innovative tool for researchers that streamlines the collection and summarization of web content. By automating the research process, it allows users to focus more on analysis and insights rather than on data collection. The extension offers customizable summaries based on specified criteria, quick-access research shortcuts, and an intuitive user interface that makes it easy to pull essential information from the web efficiently.

Betafi is a unified user research platform designed to facilitate user interviews and usability testing. With features such as video call recordings, timestamped notes, and the ability to import prototypes seamlessly, Betafi enables companies to quickly capture and share key insights from customer feedback. The platform is built to enhance collaboration among team members while making the feedback process transparent and actionable, ultimately leading to better product decisions and improvements.

BenAI Research Assistant is an AI-driven browser extension tailored to meet the needs of researchers and scientists. Its primary purpose is to facilitate the exploration of vast scientific literature, allowing users to quickly acquire insights and distill important information. The tool offers features such as intelligent search suggestions, contextual summaries, and integration with academic databases, enabling users to streamline their research process while maintaining accuracy and efficiency.

Research With GPT is an innovative Chrome extension that integrates the power of ChatGPT with the ArXiv repository. This tool helps researchers, students, and academics access, summarize, and analyze research papers quickly and efficiently. By leveraging natural language processing, users can ask questions about research, get concise summaries, and deepen their understanding of complex topics—all within their browser. This extension ultimately aims to make research more accessible and less time-consuming, allowing users to focus on what matters most: their own research and learning.

酷学术 is a comprehensive digital tool aimed at enhancing the academic research experience. It integrates advanced features like intelligent literature search, real-time translation, and streamlined citation management. Users can efficiently gather, read, and manage research materials across various subjects. Tailored for students, researchers, and academics, this tool promotes autonomous study, ensuring users can focus on knowledge acquisition without getting bogged down by logistics. Its user-friendly interface allows seamless navigation, making research more productive and enjoyable.