Research & Education

EagleX 1.7T Demo Gradio is an AI chatbot demonstration built on the Gradio platform, designed to showcase the capabilities of the EagleX 1.7T language model. While the tool aims to provide an interactive experience with a large language model, the current live website indicates a runtime error, preventing the application from functioning as intended. The project is hosted on Hugging Face Spaces by recursal and is licensed under Apache-2.0, suggesting an open-source approach to its development and distribution. Despite the current technical issues, the underlying intention is to offer users a free and accessible way to interact with a powerful AI model.

DoctorGPT is an AI-powered conversational tool hosted on Hugging Face Spaces, developed by llSourcell. It leverages the capabilities of large language models to offer interactive experiences. While the specific applications are not detailed, the tool is designed to be accessible and user-friendly, built with Streamlit. As a Hugging Face Space, it allows users to interact with the AI directly through a web interface. The platform is currently in a sleeping state due to inactivity, but can be restarted for use. It represents an example of community-driven AI development and deployment.

E2/F5 TTS is an AI tool designed for zero-shot voice cloning, allowing users to generate audio from provided text using a reference audio clip. This unofficial demo, hosted on Hugging Face Spaces, offers two distinct Text-to-Speech (TTS) models for users to choose from. A key feature is its ability to transcribe the reference audio if no text input is given, providing flexibility in its application. The tool is built using Gradio, making it accessible for experimentation with advanced voice cloning technology. While currently experiencing a runtime error, its intended functionality focuses on creating synthesized speech that mimics a target voice.

Dreambooth Training is an AI tool hosted on Hugging Face that enables users to train custom Stable Diffusion models. Users can upload images of objects, people, or styles, and the application automatically adjusts the necessary settings for effective model training. Once trained, the custom model is uploaded directly to Hugging Face, making it accessible for further use or sharing. This tool simplifies the process of creating personalized AI models for image generation, catering to both technical and non-technical users interested in custom AI art or specific image manipulation tasks.

LRMG EdCast Africa is an AI-powered learning platform specifically designed for organizations across Africa. The platform focuses on enabling companies to develop a future-ready workforce by offering personalized learning experiences tailored to individual needs. It aims to enhance employee performance and foster a culture of collaborative innovation within the workplace. By leveraging artificial intelligence, LRMG EdCast Africa provides tools and resources that support continuous learning and skill development, helping businesses adapt to evolving industry demands and improve overall productivity. The platform emphasizes knowledge sharing among employees to build a more skilled and engaged workforce.

Echo-TTS Preview is a powerful text-to-speech (TTS) tool available on Hugging Face Spaces, designed for fast and efficient audio generation. It supports multi-speaker output and features advanced voice cloning capabilities, operating at a high fidelity of 44.1kHz. Users can input a text prompt and, for personalized results, provide a short voice recording to guide the output's voice. The application then creates a spoken-audio file, which can be saved in either WAV or MP3 format, closely matching the characteristics of the provided voice sample. This makes it ideal for creating custom audio content with consistent vocal styles.

F5 TTS Vietnamese 100h Demo is an AI-powered text-to-speech tool specifically designed for the Vietnamese language. It allows users to input text and provide a voice sample to generate natural-sounding Vietnamese speech. The application outputs both the generated audio and its corresponding spectrogram, offering a visual representation of the sound. This demo showcases a model that has been trained on an extensive dataset of 100 hours of Vietnamese speech, aiming for high-quality and authentic vocal output. The tool is built with Gradio, making it accessible as a web-based application.

Everychat RAG is an AI chatbot designed for task automation, hosted on Hugging Face. This tool allows users to provide code in an environment variable, enabling the direct execution of custom scripts or commands. While the specific functionalities for content generation and educational purposes are not detailed, its core capability lies in running user-defined code. Currently, the Hugging Face Space for Everychat RAG is paused, requiring users to request a restart from the author(s) via the community tab to utilize its features.

Lindexer is an AI-powered systematic literature review software designed to streamline the entire workflow, from initial search to final reporting. Created by medical writers for medical writers, it aims to simplify the complex process of literature reviews, offering a user-friendly and highly customizable platform. Key features include direct search capabilities, smart AI-powered screening that sorts abstracts by relevance and suggests inclusion/exclusion decisions with justifications, and efficient data extraction with customizable forms and dual monitor support. The platform also provides built-in analysis and reporting tools, allowing users to generate datasets, calculate summaries, and export data to Excel. Lindexer emphasizes compliance, traceability, and team collaboration, with all pricing plans offering unlimited users.

ECLIPSE Kandinsky V2.2 is an AI image generation tool hosted on Hugging Face Spaces, enabling users to create images directly from text prompts. This tool offers advanced controls such as negative prompts to exclude unwanted elements, adjustable steps for generation quality, and a guidance scale to influence how closely the AI adheres to the prompt. Users can also specify image dimensions to tailor the output to their exact needs. Built on the Gradio framework, it provides a user-friendly interface for generating diverse visual content. It is suitable for individuals looking to experiment with AI art, generate creative assets, or explore the capabilities of text-to-image models.

Edge TTS Text To Speech is an AI-powered tool hosted on Hugging Face Spaces that transforms written text into spoken audio. Users can input any text, choose from a wide selection of hundreds of voices, and customize the output by adjusting the speech speed and pitch. The tool then generates an MP3 audio file that reads the text aloud, which can be played directly or downloaded instantly. This makes it a versatile solution for various applications, from content creation to accessibility, providing an easy and free way to generate natural-sounding speech.

ESpeech TTS is an AI tool designed for text-to-speech conversion, leveraging ESpeech models to generate spoken audio. Users can upload a short reference recording, up to 12 seconds, and either provide its transcription or utilize the built-in speech recognizer to create one. Following this, users input the desired text to be spoken, and the tool synthesizes the audio. This functionality makes ESpeech TTS suitable for various applications, including creating voiceovers, generating audio content, and developing accessibility tools. The tool is available as a Hugging Face Space, making it easily accessible for demonstrations and use.

Essay AI is an AI-powered writing assistant designed to streamline the essay writing process. It provides tools for grammar enhancement, ensuring polished and error-free submissions. Beyond basic writing support, Essay AI also incorporates plagiarism detection to help users maintain academic integrity and offers research assistance to aid in gathering relevant information. This tool is particularly beneficial for students, writers, educators, and researchers who need to produce high-quality written content efficiently and accurately. Its features aim to improve the overall quality and originality of written work.

WiseWorld.ai is an AI-powered platform designed to enhance soft skills through realistic roleplays and simulations. It allows users to design roadmaps, evaluate progress, and grow skills from recruitment to learning and development. The platform measures 44 soft skills based on practice, not surveys, providing objective insights into individual and team strengths and gaps. Users can engage in realistic scenarios with AI-driven characters, receiving real-time feedback and personalized learning paths. WiseWorld.ai supports various applications including roadmap creation, recruitment assessments, people development, and 1:1 coaching, making it a comprehensive solution for organizations looking to build and measure soft skills effectively.

HiRAG is an official repository for the paper "Retrieval-Augmented Generation with Hierarchical Knowledge," accepted to EMNLP 2025 Findings. This tool provides a robust framework for implementing and evaluating hierarchical knowledge in RAG systems. It allows users to index context, perform hierarchical searches, and integrate with various LLMs like DeepSeek, ChatGLM, and OpenAI. The repository includes examples for quick start, evaluation procedures, and comparative results against other RAG approaches, demonstrating substantial improvements in comprehensiveness, empowerment, and diversity of generated answers.

FIBO is an AI image generation tool developed by BRIA AI, available as a Hugging Face Space. It allows users to create detailed images by providing text descriptions or by using existing images as inspiration. A key feature is the ability to refine generated images with specific instructions, offering a high degree of control over the final output. The application delivers high-quality images and also provides the corresponding JSON prompts, which can be valuable for understanding and replicating the generation process. This makes FIBO suitable for creative professionals and enthusiasts looking for advanced image generation and refinement capabilities.

Lucid Reality Labs is a leading XR and AI development company that provides immersive solutions, leveraging AI agents to transform businesses globally. They build enterprise-level XR solutions for sectors like Education, Healthcare, Life Sciences, Manufacturing, Aerospace, and FMCG. Their capabilities include VR with gamification for training and education, Agentic AI for context-aware coaching within hyperrealistic XR environments, and AR for real-world enhancement with digital twins. They also offer iXR™ (intelligent XR) solutions combining AI and spatial technology, and MR (Mixed Reality) for merging physical and digital worlds. Lucid Reality Labs also provides prototyping services for exploring and utilizing Spatial Computing Technology opportunities.

LexX Technologies offers an AI-powered knowledge system designed to transform maintenance, repair, and overhaul operations across various industries. The platform ingests existing information and generates new knowledge about high-value equipment, utilizing cutting-edge AI and machine learning to convert this data into actionable insights. These insights are then delivered in real-time to engineers and technicians on handheld devices, enabling faster and more cost-effective troubleshooting. LexX aims to reduce downtime for critical assets like aircraft, wind turbines, and mining machinery by making valuable information and experience readily accessible, effectively sharing the wisdom of senior experts with all employees.

🔎NLP Image-Semantic-Search 🖼️ is an AI-powered tool hosted on Hugging Face that enables users to search for images using natural language processing. Users can input text queries to find related images, making it easy to locate specific visuals based on semantic meaning rather than just keywords. The tool offers advanced search capabilities, allowing for the combination of multiple queries using "; " and the exclusion of elements with "EXCLUDING ". This functionality provides a flexible and precise way to refine image searches, catering to various research and creative needs. It is freely accessible, making advanced image search technology available to a broad audience.

Hands-On-Large-Language-Models serves as the official code repository for the O'Reilly book "Hands-On Large Language Models," co-authored by Jay Alammar and Maarten Grootendorst. This resource is designed to provide practical tools and concepts for working with Large Language Models (LLMs), featuring almost 300 custom-made figures for visually educational learning. The repository includes code examples for various chapters covering topics such as tokens, embeddings, Transformer LLMs, text classification, prompt engineering, semantic search, multimodal LLMs, and fine-tuning models. It is recommended to run examples via Google Colab for ease of setup, though other cloud providers are also compatible. The project also offers bonus content, including visual guides on advanced topics like Mamba and Quantization.

Inspirit AI Scholars is an artificial intelligence program designed for high school and middle school students, developed and taught by alumni and graduate students from Stanford, MIT, and other leading universities. The program aims to inspire curious students globally by exposing them to AI through project-based learning. Students work in small groups with mentors to develop socially impactful AI projects, covering areas like computer vision, recommendation systems, natural language processing, and deep learning. It also offers guidance on college applications, coding competitions, and internships, preparing students for future AI careers and ventures. No prior programming experience is required, with advanced cohorts available for experienced students.

The Falcon-180B Demo is a Hugging Face Space that provides an interactive AI assistant experience. Users can engage in conversations, ask questions on a wide range of topics from holidays to science, and receive assistance with creative writing tasks. This demonstration tool is designed to showcase the capabilities of the Falcon-180B AI chatbot model, making it useful for educational purposes, research analysis, and general exploration of advanced conversational AI. It serves as a platform to test the model's ability to understand and generate human-like text across various domains.

n2vec is an AI-powered search engine designed to enhance information retrieval within businesses by leveraging Retrieval-Augmented Generation (RAG). It allows teams to efficiently search and extract information from various document types, including technical requirements, internal regulations, contracts, legal cases, patents, and technical reports, or from existing knowledge databases. The platform goes beyond keyword searches, offering features like easy integration with current systems via a REST API, indexing of diverse file formats (text, PDF, DOCX, HTML), and customizable AI algorithms to improve result relevance. n2vec also provides statistical reports and analytics tools to track search trends and identify common terms and topics, helping businesses gain productivity and reduce risks associated with information analysis.

Motion Robotics is a UK-based company dedicated to building the future with advanced collaborative robotics. They specialize in autonomous systems, integrating a strong background in robotics and artificial intelligence to deliver innovative, efficient, and intelligent solutions. Their technology is designed to empower industries by streamlining operations, significantly enhancing productivity, and pushing the boundaries of what is currently possible. Motion Robotics focuses on providing bespoke solutions tailored to the specific needs of businesses looking to leverage cutting-edge robotic automation.