# Research Assistance

Agent Laboratory is a project developed by Samuel Schmidgall and others, aiming to support researchers throughout the entire research process—from literature review to experimental execution to report writing—through dedicated agents driven by large language models. It is not intended to replace human creativity, but rather to complement it, allowing researchers to concentrate on conceptualization and critical thinking while automating repetitive and time-consuming tasks such as coding and documentation. The tool's source code is licensed under the MIT License, permitting the use, modification, and distribution of the code provided that the terms of the MIT License are followed.

GPT-4o is an advanced multimodal AI platform launched by OpenAI, expanding upon GPT-4 to implement a truly multimodal approach covering text, images, and audio. Designed to be faster, more cost-effective, and widely accessible, GPT-4o revolutionizes our interactions with AI. It offers a seamless and intuitive AI interaction experience, whether engaging in natural conversations, interpreting complex texts, or recognizing subtle emotions in speech; the adaptability of GPT-4o is unparalleled.

CoI-Agent is an intelligent agent based on large language models (LLM), designed to revolutionize the development of new ideas in research through a Chain of Ideas approach. This model integrates and analyzes vast amounts of data, offering researchers innovative concepts and directions for their studies. Its significance lies in its ability to accelerate the research process, enhance research efficiency, and assist researchers in uncovering new patterns and relationships within complex datasets. Developed by the DAMO-NLP-SG team, CoI-Agent is an open-source project available for free use.

SciSpace AI Academic Writer is an AI-assisted writing tool designed to help users improve both the efficiency and quality of their research papers. It offers features such as automatic citations, ideas auto-completion, note saving, and lossless_format export, making research writing more convenient. SciSpace is the technical support provider for this product, using AI technology to simplify and interpret complex texts in academic papers, helping users better understand and compose their research content.

AI-Researcher is based on a research project by Stanford University's Natural Language Processing team, designed to assist in the generation and management of research ideas through artificial intelligence technology. This tool takes natural language input of research topics and outputs a series of project proposals, ranking and filtering them to help researchers quickly find innovative and feasible concepts. It includes modules for relevant paper searches, retrieval-based idea generation, idea deduplication, project proposal generation, proposal ranking, and filtering.

Suppr Super Literature is an AI-driven medical literature search engine designed to assist medical researchers in quickly retrieving and acquiring the latest research advancements and clinical trial information in the medical field. It provides precise literature search services by setting multiple conditions such as time, type, impact factor, author, and journal, significantly enhancing the efficiency and quality of medical research.

Afforai is an AI-driven reference management assistant designed to help researchers manage, annotate, and cite papers, as well as conduct literature reviews with the reliability of AI. It offers a novel way to store research materials, allowing users to focus on what really matters. Afforai supports multiple document formats including DOI, URL, and PDF, with various search modes that connect to hundreds of papers for summarizing, comparing, and translating. Additionally, Afforai provides data citation, enabling users to easily verify the sources of information, ensuring the reliability of their research.