Best AI tools for< multi-source data fusion >

Gemini AI is a leading provider of artificial intelligence (AI) and machine learning (ML) solutions. We are committed to accelerating innovation through the development and deployment of cutting-edge AI technologies. Our team of experts has deep experience in a wide range of AI disciplines, including computer vision, geospatial science, human health, and integrative technologies. We work closely with our clients to understand their unique challenges and develop tailored solutions that meet their specific needs.

Beloga is a knowledge operating system (OS) for teams that instantly unifies tools and information, boosting productivity through seamless collaboration and real-time search. It uses AI to deliver precise, actionable insights from team data, enabling quick, informed decision-making. Beloga streamlines team workflows into a single platform, eliminating app-switching and enhancing collaboration and efficiency. It also offers multi-source integration, allowing users to easily compare and integrate data from multiple sources, revealing hidden insights. Beloga's features include hyper-contextualized key insights, seamless integration, cross-referencing made easy, and instant access to the information you need.

ChatTTS is a text-to-speech tool optimized for natural, conversational scenarios. It supports both Chinese and English languages, trained on approximately 100,000 hours of data. With features like multi-language support, large data training, dialog task compatibility, open-source plans, control, security, and ease of use, ChatTTS provides high-quality and natural-sounding voice synthesis. It is designed for conversational tasks, dialogue speech generation, video introductions, educational content synthesis, and more. Users can integrate ChatTTS into their applications using provided API and SDKs for a seamless text-to-speech experience.

NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and high-level mathematical functions to perform operations on these arrays. It is the fundamental package for scientific computing with Python and is used in a wide range of applications, including data science, machine learning, and image processing. NumPy is open source and distributed under a liberal BSD license, and is developed and maintained publicly on GitHub by a vibrant, responsive, and diverse community.

Magick is a cutting-edge Artificial Intelligence Development Environment (AIDE) that empowers users to rapidly prototype and deploy advanced AI agents and applications without coding. It provides a full-stack solution for building, deploying, maintaining, and scaling AI creations. Magick's open-source, platform-agnostic nature allows for full control and flexibility, making it suitable for users of all skill levels. With its visual node-graph editors, users can code visually and create intuitively. Magick also offers powerful document processing capabilities, enabling effortless embedding and access to complex data. Its real-time and event-driven agents respond to events right in the AIDE, ensuring prompt and efficient handling of tasks. Magick's scalable deployment feature allows agents to handle any number of users, making it suitable for large-scale applications. Additionally, its multi-platform integrations with tools like Discord, Unreal Blueprints, and Google AI provide seamless connectivity and enhanced functionality.

DocsAI is an AI-powered document companion that helps you organize, search, and chat with your documents. It integrates with various sources, including websites, text files, PDFs, Docx, Notion, and Confluence. You can customize the companion's appearance to match your brand and suggest better answers to improve its accuracy. DocsAI also offers a chat widget that can be embedded on any website, allowing you to chat with your documents and get summaries, insights, and leads. It is mobile and tablet-friendly, and you can export chats and analyze data to identify trends and improve customer satisfaction. DocsAI is open source and offers custom prompts and multi-language support.

Roboto AI is a cloud-based platform that helps robotics engineers manage, transform, and analyze sensor data from robots, drones, and other devices. It provides a variety of features to make it easy to store, organize, and process sensor data, including data management, actions, natural language search, and signal search. Roboto AI also supports a variety of common formats, making it easy to work with data from different sources.

Bard PDF is an AI tool that allows users to engage in conversations with PDF files using powerful AI capabilities. Users can interact with Google Bard or Gemini to chat with PDFs, summarize content, answer questions, and get insights from PDF documents. The application offers extensions based on Google Workspace for seamless integration with Google Docs and Drive. Bard PDF is designed to assist students, researchers, and professionals in studying, conducting research, and navigating various types of documents. With multi-file chats, cited sources, and support for multiple languages, Bard PDF provides a user-friendly experience for interacting with PDF files.

karaok-AI is an open-source karaoke Player / Editor with automatic clip creation from any song file using vocals and lyrics extraction (Speech-to-Text). It uses WhisperHallu and WhisperTimeSync to extract vocals and lyrics. karaok-AI also includes kaiDJ, a minimalist and easy-to-use DJ Party Player with multi-sound cards support, two players with auto-mix between songs, and a pre-listen player. It can index thousands of songs in a single efficient database and allows for direct search and selection over all songs. Additionally, it offers playlist management with nested groups and the ability to open and save m3u and m3u8 playlists while keeping group definitions.

Audacity is a free and open-source audio editing and recording software that runs on Windows, macOS, GNU/Linux, and other operating systems. It is popular for its ease of use, multi-track editing capabilities, and support for a wide range of audio formats. Audacity can be used for a variety of tasks, including recording and editing podcasts, music, and other audio content. It also supports a variety of plugins, which can extend its functionality even further.

LanguageGUI is an open-source design system and UI Kit for giving LLMs the flexibility of formatting text outputs into richer graphical user interfaces. It includes dozens of unique UI elements that serve different use cases for rich conversational user interfaces, such as 100+ UI components & customizable screens, 10+ conversational UI widgets, 20+ chat bubbles, 30+ pre-built screens to kickoff your design, 5+ chat sidebars with customizable settings, multi-prompt workflow screen designs, 8+ prompt boxes, and dark mode. LanguageGUI is designed with variables and styles, designed with Figma Auto Layout, and is free to use for both personal and commercial projects without required attribution.

HireQuotient is an end-to-end recruitment automation platform for non-tech hiring. It helps talent leaders source, screen, and interview top talent in the most inclusive way. HireQuotient's AI-powered platform automates multi-channel outreach, identifies candidates with relevant experience, and provides AI-recommended filters to find the best candidates for your requirements. With HireQuotient, you can create JDs, source candidates, assess candidates, and video interview them, all on one platform. HireQuotient's platform is easy to navigate and makes it easier than ever to hire the ‘right’ candidates that yield results.

ChatTTS is a natural and expressive text-to-speech tool designed for dialogue applications. It supports mixed language input and offers multi-speaker capabilities with precise control over prosodic elements like laughter, pauses, and intonation. Users can explore the unique capabilities of ChatTTS, enjoy conversational TTS optimized for dialogue-based tasks, and benefit from fine-grained control over prosodic features. The tool is multilingual, supporting both English and Chinese languages, and is open-source and customizable with pretrained models available for further research and development.

Petal is an AI-powered document analysis platform that allows users to link to their own knowledge bases to generate fully sourced and reliable answers. It enables users to train AI on their own documents to support their work. Petal provides a centralized location for all knowledge, ensuring that documents are always synchronized and secure. It offers features such as automatic metadata extraction, file deduplication, and dedicated technical and scientific document support. Users can highlight key points, share comments, and use AI to identify key points and explain complex ideas. Petal is trusted by over 20,000 researchers, faculty, and industry experts and has been listed by MIT as a trusted university resource.

Pragma is a knowledge assistant that helps teams access information from various sources, including company knowledge bases, Slack, and external websites. It offers features such as a Slack bot, multi-platform assistant, personalized privacy options, and user feedback integration to enhance the knowledge repository. Pragma empowers sales teams with CRM assistance, competitor website analysis, and content generation capabilities. It also enables customer support automation through a website chatbot. The tool is designed to save time, improve productivity, and provide valuable insights to users.

Textero AI is an all-in-one AI essay writer that helps students and academic writers research, write, and edit essays and research papers faster and more efficiently. It offers a range of features including an intelligent outlining module, dynamic research engine, adaptive writing assistant, multi-format citation engine, ask AI function, extensive academic database access, contextualized content generation, anti-plagiarism shield, and free version.

Multi AI Chat is an AI-powered application that allows users to interact with various AI models by asking questions. The platform enables users to seek information, get answers, and engage in conversations with AI on a wide range of topics. With Multi AI Chat, users can explore the capabilities of different AI technologies and enhance their understanding of artificial intelligence.

Artiko.ai is a multi-model AI chat platform that integrates advanced AI models such as ChatGPT, Claude 3, Gemini 1.5, and Mistral AI. It offers a convenient and cost-effective solution for work, business, or study by providing a single chat interface to harness the power of multi-model AI. Users can save time and money while achieving better results through features like text rewriting, data conversation, AI assistants, website chatbot, PDF and document chat, translation, brainstorming, and integration with various tools like Woocommerce, Amazon, Salesforce, and more.

Multilingual.top is an advanced translation platform that enables users to translate text into multiple languages at once. It leverages artificial intelligence, specifically OpenAI's technology, to provide accurate and authentic translations. With Multilingual.top, users can break away from the traditional one-to-one translation limits and get multilingual results in one go, saving time and effort. The platform supports a wide range of languages, including Arabic, Chinese, Danish, Dutch, English, French, German, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Russian, Spanish, Thai, Turkish, and more. Multilingual.top offers a free translation service with some limits to prevent misuse and ensure everyone has fair access. Users can also upload documents in JSON, PDF, DOCX, and DOC formats for translation, making it especially useful for office workers and professionals dealing with documentation. The platform is continuously updated to improve translation accuracy and target language breadth.

Floneum is a multi-tool for language tasks that allows you to build AI-powered workflows visually, securely extend Floneum with isolated WASM plugins, and write plugins in your language of choice. With Floneum, you can build workflows that use large language models with a simple drag and drop interface. Floneum uses WebAssembly to load plugins in a sandboxed environment and provides them with access to only the resources they need instead of giving them full access to the system. You can write plugins in any language that can be compiled to WebAssembly. Floneum provides ergonomic wrappers for rust, but you can also use C, Java, or Go.

Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.

FinRobot is an open-source AI agent platform designed for financial applications using large language models. It transcends the scope of FinGPT, offering a comprehensive solution that integrates a diverse array of AI technologies. The platform's versatility and adaptability cater to the multifaceted needs of the financial industry. FinRobot's ecosystem is organized into four layers, including Financial AI Agents Layer, Financial LLMs Algorithms Layer, LLMOps and DataOps Layers, and Multi-source LLM Foundation Models Layer. The platform's agent workflow involves Perception, Brain, and Action modules to capture, process, and execute financial data and insights. The Smart Scheduler optimizes model diversity and selection for tasks, managed by components like Director Agent, Agent Registration, Agent Adaptor, and Task Manager. The tool provides a structured file organization with subfolders for agents, data sources, and functional modules, along with installation instructions and hands-on tutorials.

Recent LLM (Large Language Models)-based CV and multi-modal works.

Paper-Reading-ConvAI is a repository that contains a list of papers, datasets, and resources related to Conversational AI, mainly encompassing dialogue systems and natural language generation. This repository is constantly updating.

FarmVibes.AI is a repository focused on developing multi-modal geospatial machine learning models for agriculture and sustainability. It enables users to fuse various geospatial and spatiotemporal datasets, such as satellite imagery, drone imagery, and weather data, to generate robust insights for agriculture-related problems. The repository provides fusion workflows, data preparation tools, model training notebooks, and an inference engine to facilitate the creation of geospatial models tailored for agriculture and farming. Users can interact with the tools via a local cluster, REST API, or a Python client, and the repository includes documentation and notebook examples to guide users in utilizing FarmVibes.AI for tasks like harvest date detection, climate impact estimation, micro climate prediction, and crop identification.

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.

This repository contains examples, applications, starter code, & tutorials to help you kickstart your GenAI projects. * These are built using LanceDB, a free, open-source, serverless vectorDB that **requires no setup**. * It **integrates into python data ecosystem** so you can simply start using these in your existing data pipelines in pandas, arrow, pydantic etc. * LanceDB has **native Typescript SDK** using which you can **run vector search** in serverless functions! This repository is divided into 3 sections: - Examples - Get right into the code with minimal introduction, aimed at getting you from an idea to PoC within minutes! - Applications - Ready to use Python and web apps using applied LLMs, VectorDB and GenAI tools - Tutorials - A curated list of tutorials, blogs, Colabs and courses to get you started with GenAI in greater depth.

FlexFlow Serve is an open-source compiler and distributed system for **low latency**, **high performance** LLM serving. FlexFlow Serve outperforms existing systems by 1.3-2.0x for single-node, multi-GPU inference and by 1.4-2.4x for multi-node, multi-GPU inference.

This repository documents how to optimize common algorithms based on CUDA. It includes subdirectories with code implementations for specific optimizations. The optimizations cover topics such as compiling PyTorch from source, NVIDIA's reduce optimization, OneFlow's elementwise template, fast atomic add for half data types, upsample nearest2d optimization in OneFlow, optimized indexing in PyTorch, OneFlow's softmax kernel, linear attention optimization, and more. The repository also includes learning resources related to deep learning frameworks, compilers, and optimization techniques.

Mobius is an AI infra platform including realtime computing and training. It is built on Ray, a distributed computing framework, and provides a number of features that make it well-suited for online machine learning tasks. These features include: * **Cross Language**: Mobius can run in multiple languages (only Python and Java are supported currently) with high efficiency. You can implement your operator in different languages and run them in one job. * **Single Node Failover**: Mobius has a special failover mechanism that only needs to rollback the failed node itself, in most cases, to recover the job. This is a huge benefit if your job is sensitive about failure recovery time. * **AutoScaling**: Mobius can generate a new graph with different configurations in runtime without stopping the job. * **Fusion Training**: Mobius can combine TensorFlow/Pytorch and streaming, then building an e2e online machine learning pipeline. Mobius is still under development, but it has already been used to power a number of real-world applications, including: * A real-time recommendation system for a major e-commerce company * A fraud detection system for a large financial institution * A personalized news feed for a major news organization If you are interested in using Mobius for your own online machine learning projects, you can find more information in the documentation.

The 'llms-tools' repository is a comprehensive collection of AI tools, open-source projects, and research related to Large Language Models (LLMs) and Chatbots. It covers a wide range of topics such as AI in various domains, open-source models, chats & assistants, visual language models, evaluation tools, libraries, devices, income models, text-to-image, computer vision, audio & speech, code & math, games, robotics, typography, bio & med, military, climate, finance, and presentation. The repository provides valuable resources for researchers, developers, and enthusiasts interested in exploring the capabilities of LLMs and related technologies.

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.

Colossal-AI is a deep learning system for large-scale parallel training. It provides a unified interface to scale sequential code of model training to distributed environments. Colossal-AI supports parallel training methods such as data, pipeline, tensor, and sequence parallelism and is integrated with heterogeneous training and zero redundancy optimizer.

Gemini is an open-source model designed to handle multiple modalities such as text, audio, images, and videos. It utilizes a transformer architecture with special decoders for text and image generation. The model processes input sequences by transforming them into tokens and then decoding them to generate image outputs. Gemini differs from other models by directly feeding image embeddings into the transformer instead of using a visual transformer encoder. The model also includes a component called Codi for conditional generation. Gemini aims to effectively integrate image, audio, and video embeddings to enhance its performance.

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Chat with any video or audio. High-quality search, summarization, insights, multi-language transcriptions, and more. We currently support Youtube and files uploaded on our website.

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