Best AI tools for< optimize research processes >

NexusGPT is an AI tool that allows users to build and integrate custom AI agents to automate workflows without the need for coding. The platform offers a marketplace of tools and integrations, enabling users to create autonomous agents capable of completing complex tasks. NexusGPT empowers users to upload knowledge, connect with various tools, and deploy agents easily. With a focus on simplicity and flexibility, NexusGPT aims to revolutionize the way businesses automate processes and enhance productivity.

Beebzi.AI is an all-in-one AI content creation platform that offers a wide array of tools for generating various types of content such as articles, blogs, emails, images, voiceovers, and more. The platform utilizes advanced AI technology and behavioral science to empower businesses and individuals in their marketing and sales endeavors. With features like AI Article Wizard, AI Room Designer, AI Landing Page Generator, and AI Code Generation, Beebzi.AI revolutionizes content creation by providing customizable templates, multiple language support, and real-time data insights. The platform also offers various subscription plans tailored for individual entrepreneurs, teams, and businesses, with flexible pricing models based on word count allocations. Beebzi.AI aims to streamline content creation processes, enhance productivity, and drive organic traffic through SEO-optimized content.

Law.co is an advanced AI platform designed specifically for lawyers and law firms to streamline legal operations and enhance efficiency. The platform offers a semantic database search with access to over 1 million historical legal cases and 40,000 legal contracts, enabling users to perform detailed legal research, contract drafting, document review, and more. Law.co leverages custom-trained artificial intelligence and semantic search tools to deliver measurable results, revolutionizing legal research and document preparation processes for legal professionals.

Thales Labs is a premier AI research lab and incubator empowering entrepreneurs and domain experts to revolutionize industries with large language models and web3. They focus on fostering innovation in sectors like Insurance, Finance, Healthcare, Pharma, Law, and Journalism. The user-friendly app allows experts to build AI applications using their natural language skills, with support from skilled engineers for complex challenges. Join Thales Labs to transform industries, unlock new opportunities, and create value with AI-driven innovation.

Legal Assist AI is an industry-leading startup that offers cutting-edge, AI-driven services to revolutionize the legal landscape. Founded by James Bratton, the platform provides automated contract analysis, intelligent case management systems, and predictive analytics tailored for the legal profession. With a vision to redefine efficiency and elevate the quality of legal services, Legal Assist AI aims to transform the future of legal work through innovative AI technology.

JADBio is an automated machine learning (AutoML) platform designed to accelerate biomarker discovery and drug development processes. The platform leverages AI to automate the discovery of biomarkers and interpret their role based on research needs. JADBio is purpose-built for analyzing multi-omics data, including genomics, transcriptome, metagenome, proteome, metabolome, phenotype/clinical data, and images. The platform is trusted by partners in precision health and medicine, and it offers solutions for various conditions such as cancer, immune system disorders, chronic diseases, infectious diseases, and mental health. JADBio's no-code machine learning platform disrupts traditional drug discovery timelines and costs, making it a valuable tool for researchers and scientists.

SecAI Tap4 AI Tools Directory is a comprehensive platform that offers a curated collection of AI tools for various applications. Users can explore a wide range of tools designed to enhance productivity, streamline processes, and drive innovation across industries. The platform provides detailed information about each tool, including features, pricing, and user reviews, to help users make informed decisions when selecting the right AI tool for their specific needs.

Fifth Dimension AI is an AI application designed for real estate marketing. Ellie AI, the AI-powered assistant, helps real estate professionals with tasks such as content creation, optimization, drafting briefs, assessing pitches, ensuring brand alignment, generating content ideas, and more. The application aims to streamline marketing processes, enhance brand messaging, and stand out in a competitive market.

Altair is a global leader in computational intelligence, offering software and cloud solutions in simulation, HPC, data analytics, and AI. The platform provides advanced technology for accelerating AI adoption, powering engineering processes, and enabling sustainability solutions across various industries. Altair's products and platforms cater to diverse sectors such as aerospace, automotive, healthcare, and more, with a focus on digital twin technology, generative AI, and cloud computing. The company also hosts events, webinars, and training programs to support users in leveraging their tools effectively.

Openfabric is an AI tool designed to provide users with a simple and accessible way to leverage artificial intelligence technology. The platform offers a user-friendly interface that allows individuals to easily integrate AI capabilities into their projects and workflows. With Openfabric, users can harness the power of AI without the need for extensive technical knowledge or expertise. Whether you are a beginner or an experienced professional, Openfabric empowers you to incorporate AI into your work seamlessly and efficiently.

Futurepedia is a leading AI resource platform dedicated to empowering professionals across various industries to leverage AI technologies for innovation and growth. The platform offers comprehensive directories, easy-to-follow guides, a weekly newsletter, and an informative YouTube channel, simplifying AI integration into professional practices. Futurepedia aims to make AI understandable and practical, providing resources tailored to diverse professional needs and fostering a community of over 200,000 professionals sharing knowledge and experiences.

Ascenscia is a specialized AI voice assistant designed to streamline lab digitization processes. It integrates with laboratory software and machines to enable hands-free interactions, automating data collection, optimizing workflows, and accelerating R&D cycles. Ascenscia offers features such as data accessibility, data capturing, inventory access, and additional task management. The application is designed for scientific labs, addressing concerns with precision, safety, and adaptability. It boasts high accuracy in understanding scientific terminologies, end-to-end data encryption, multi-lingual support, and customization options for different lab workflows.

MindPal is an AI tool designed to help users build their AI workforce to automate various tasks, such as market research, social media content creation, business planning, competitor analysis, task management optimization, and more. It offers AI workflow templates and tools to streamline processes, improve productivity, and make data-driven decisions. Users can create specialized AI agents, train them with their own data, and connect them to favorite tools for seamless integration. MindPal is recommended by professionals for its efficiency, ease of use, and impact on productivity.

Mindcorp.ai is an AI application designed for professionals to harness AI effectively for real knowledge work. Their flagship product, Cognition, utilizes Artificial Cognitive Experts (ACEs) to collaborate with users like virtual teammates, generating actionable insights and outputs. The platform fuses higher-level AI with human expertise to enhance productivity and decision-making in research, analysis, and planning processes. Mindcorp.ai's Exponential Intelligence approach aims to achieve superintelligence by combining AI and human capabilities responsibly and efficiently.

Arlunai is an AI-powered platform that offers a wide range of tools and applications for various industries. It utilizes advanced artificial intelligence algorithms to provide users with intelligent solutions for their specific needs. With a user-friendly interface and cutting-edge technology, Arlunai aims to streamline processes, enhance productivity, and drive innovation across different sectors.

TOPBOTS is a platform focused on Applied AI for Business, providing insights and resources on artificial intelligence, machine learning, automation, bots, and chatbots. The website covers a wide range of topics such as computer vision, conversational AI, natural language processing, HR & recruiting, marketing, and research summaries. TOPBOTS aims to help businesses understand and apply technical breakthroughs in AI to enhance their operations and strategies.

LiberalAI is a cutting-edge decentralized AI platform and network that empowers users to access advanced AI capabilities in a secure and transparent manner. By leveraging blockchain technology, LiberalAI ensures data privacy and integrity while enabling seamless collaboration and innovation in the AI space. The platform offers a wide range of AI tools and services, making it a one-stop solution for individuals and businesses looking to harness the power of artificial intelligence for various applications.

Seedbox is an AI-based solution provider that crafts custom AI solutions to address specific challenges and boost businesses. They offer tailored AI solutions, state-of-the-art corporate innovation methods, high-performance computing infrastructure, secure and cost-efficient AI services, and maintain the highest security standards. Seedbox's expertise covers in-depth AI development, UX/UI design, and full-stack development, aiming to increase efficiency and create sustainable competitive advantages for their clients.

AI Insights & Reviews is a comprehensive platform offering expert insights, in-depth reviews, and the latest information on various AI tools, including ChatGPT and chatbots. Users can explore a world of AI wonders and stay updated on the advancements in artificial intelligence technology.

Suggest AI is a website created by @KShivendu. It is a platform that provides AI suggestions and recommendations. Users can explore AI-powered solutions for various tasks and challenges. The website aims to assist individuals in finding AI-based solutions to enhance their productivity and decision-making processes. Suggest AI offers a user-friendly interface and a range of features to support users in leveraging AI technology effectively.

ClearML Fractional GPU is a tool designed to optimize GPU resource utilization by allowing multiple containers to run on the same GPU with driver-level memory limitation and compute time-slicing. It supports CUDA 11.x & CUDA 12.x, preventing greedy processes from grabbing the entire GPU memory. The tool offers options like Dynamic GPU Slicing, Container-based Memory Limits, and Kubernetes-based Static MIG Slicing to enhance hardware utilization and workload performance for AI development.

BitMat is a Python package designed to optimize matrix multiplication operations by utilizing custom kernels written in Triton. It leverages the principles outlined in the "1bit-LLM Era" paper, specifically utilizing packed int8 data to enhance computational efficiency and performance in deep learning and numerical computing tasks.

LabelLLM is an open-source data annotation platform designed to optimize the data annotation process for LLM development. It offers flexible configuration, multimodal data support, comprehensive task management, and AI-assisted annotation. Users can access a suite of annotation tools, enjoy a user-friendly experience, and enhance efficiency. The platform allows real-time monitoring of annotation progress and quality control, ensuring data integrity and timeliness.

LazyLLM is a low-code development tool for building complex AI applications with multiple agents. It assists developers in building AI applications at a low cost and continuously optimizing their performance. The tool provides a convenient workflow for application development and offers standard processes and tools for various stages of application development. Users can quickly prototype applications with LazyLLM, analyze bad cases with scenario task data, and iteratively optimize key components to enhance the overall application performance. LazyLLM aims to simplify the AI application development process and provide flexibility for both beginners and experts to create high-quality applications.

This repository serves as a comprehensive hub for updates on generative AI research, interview materials, notebooks, and more. It includes monthly best GenAI papers list, interview resources, free courses, and code repositories/notebooks for developing generative AI applications. The repository is regularly updated with the latest additions to keep users informed and engaged in the field of generative AI.

Vertex AI is a platform for end-to-end model development. It consist of core components that make the processes of MLOps possible for design patterns of all types.

The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.

This repository contains a comprehensive collection of 63 must-know Large Language Models (LLMs) interview questions. It covers topics such as the architecture of LLMs, transformer models, attention mechanisms, training processes, encoder-decoder frameworks, differences between LLMs and traditional statistical language models, handling context and long-term dependencies, transformers for parallelization, applications of LLMs, sentiment analysis, language translation, conversation AI, chatbots, and more. The readme provides detailed explanations, code examples, and insights into utilizing LLMs for various tasks.

Scalene is a high-performance CPU, GPU, and memory profiler for Python that provides detailed information and runs faster than many other profilers. It incorporates AI-powered proposed optimizations, allowing users to generate optimization suggestions by clicking on specific lines or regions of code. Scalene separates time spent in Python from native code, highlights hotspots, and identifies memory usage per line. It supports GPU profiling on NVIDIA-based systems and detects memory leaks. Users can generate reduced profiles, profile specific functions using decorators, and suspend/resume profiling for background processes. Scalene is available as a pip or conda package and works on various platforms. It offers features like profiling at the line level, memory trends, copy volume reporting, and leak detection.

BoCoEL is a tool that leverages Bayesian Optimization to efficiently evaluate large language models by selecting a subset of the corpus for evaluation. It encodes individual entries into embeddings, uses Bayesian optimization to select queries, retrieves from the corpus, and provides easily managed evaluations. The tool aims to reduce computation costs during evaluation with a dynamic budget, supporting models like GPT2, Pythia, and LLAMA through integration with Hugging Face transformers and datasets. BoCoEL offers a modular design and efficient representation of the corpus to enhance evaluation quality.

Vodalus Expert LLM Forge is a tool designed for crafting datasets and efficiently fine-tuning models using free open-source tools. It includes components for data generation, LLM interaction, RAG engine integration, model training, fine-tuning, and quantization. The tool is suitable for users at all levels and is accompanied by comprehensive documentation. Users can generate synthetic data, interact with LLMs, train models, and optimize performance for local execution. The tool provides detailed guides and instructions for setup, usage, and customization.

Termax is an LLM agent in your terminal that converts natural language to commands. It is featured by: - Personalized Experience: Optimize the command generation with RAG. - Various LLMs Support: OpenAI GPT, Anthropic Claude, Google Gemini, Mistral AI, and more. - Shell Extensions: Plugin with popular shells like `zsh`, `bash` and `fish`. - Cross Platform: Able to run on Windows, macOS, and Linux.

ClearML is a suite of tools designed to streamline the machine learning workflow. It includes an experiment manager, MLOps/LLMOps, data management, and model serving capabilities. ClearML is open-source and offers a free tier hosting option. It supports various ML/DL frameworks and integrates with Jupyter Notebook and PyCharm. ClearML provides extensive logging capabilities, including source control info, execution environment, hyper-parameters, and experiment outputs. It also offers automation features, such as remote job execution and pipeline creation. ClearML is designed to be easy to integrate, requiring only two lines of code to add to existing scripts. It aims to improve collaboration, visibility, and data transparency within ML teams.

Data-Juicer is a one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs. It is a systematic & reusable library of 80+ core OPs, 20+ reusable config recipes, and 20+ feature-rich dedicated toolkits, designed to function independently of specific LLM datasets and processing pipelines. Data-Juicer allows detailed data analyses with an automated report generation feature for a deeper understanding of your dataset. Coupled with multi-dimension automatic evaluation capabilities, it supports a timely feedback loop at multiple stages in the LLM development process. Data-Juicer offers tens of pre-built data processing recipes for pre-training, fine-tuning, en, zh, and more scenarios. It provides a speedy data processing pipeline requiring less memory and CPU usage, optimized for maximum productivity. Data-Juicer is flexible & extensible, accommodating most types of data formats and allowing flexible combinations of OPs. It is designed for simplicity, with comprehensive documentation, easy start guides and demo configs, and intuitive configuration with simple adding/removing OPs from existing configs.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

A curated list of Generative AI projects, tools, artworks, and models

MATLAB-Simulink-Challenge-Project-Hub is a repository aimed at contributing to the progress of engineering and science by providing challenge projects with real industry relevance and societal impact. The repository offers a wide range of projects covering various technology trends such as Artificial Intelligence, Autonomous Vehicles, Big Data, Computer Vision, and Sustainability. Participants can gain practical skills with MATLAB and Simulink while making a significant contribution to science and engineering. The projects are designed to enhance expertise in areas like Sustainability and Renewable Energy, Control, Modeling and Simulation, Machine Learning, and Robotics. By participating in these projects, individuals can receive official recognition for their problem-solving skills from technology leaders at MathWorks and earn rewards upon project completion.

Advises on thermodynamics processes to optimize system efficiency.

Optimizes production processes for efficient large-scale operations.

Expert in ML, operations research, Treasure Data, Mac M2

微生物学与酶工程专家，清华及麻省理工学者

Guides material development for innovative product creation.

Tries to decompose responses into logic and using equations, avoiding any diplomacy

A mentor in analysis, linking maths to real-world applications, with follow-up questions for deeper understanding.

Advanced AI for chemistry, offering innovative solutions, process optimizations, and safety assessments, powered by OpenAI.

Expert in robotics control, AI integration, and current trends

Advanced AI for complex computations and data analysis.

Assists with predictive modeling techniques and data analysis insights.

A neural signal processing engineer, skilled in MATLAB and Python coding assistance.

Expert in analyzing coffee grind particle size distribution using image processing and KDE.

深度分析问题，并通过反思优化回答

AI and code optimization expert in Mojo

Looper query strings assistant

I write engaging and informative blog posts.

Data analyst and creative aide for GPT Store apps.

辅助科研人员撰写、修改、评估和优化课题标书，提高课题申报的成功率和质量。

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