Best AI tools for< Learn A Language >

Zaplingo Talk is a language learning app that uses artificial intelligence (AI) to provide users with personalized and interactive learning experiences. With Zaplingo Talk, users can engage in real-time conversations with AI tutors, practice speaking and listening skills, and receive feedback on their pronunciation and grammar. The app is designed to be fun and engaging, and it offers a variety of features to help users stay motivated and make progress. Zaplingo Talk is available for iOS and Android devices.

Hi Talk is a GPT-powered AI for language learning. Speak with AI and chat on various topics, either by writing or speaking, while receiving messages with a realistic voice. Available 24/7 — available in 30 languages

Migaku is a powerful Chrome extension designed to help users learn a new language efficiently by turning favorite websites into learning materials. It offers tools and concrete steps to fast-track language learning, including features like creating flashcards from content, looking up definitions and pronunciations, and generating AI explanations. Migaku caters to learners of all levels, from beginners to advanced users, and provides a comprehensive platform for immersive language learning.

TalkPal is an AI-powered language tutor that uses GPT technology to provide immersive and interactive language learning experiences. It offers real-time feedback, dynamic active listening exercises, and personalized learning plans to help users improve their listening, speaking, reading, and writing skills. TalkPal is available in over 57 languages and offers a variety of features to enhance language learning, including role-plays, debates, and character interactions.

Voz is an AI-powered language learning platform that offers AI-guided video lessons to help users master foreign languages from intermediate to advanced levels. The platform provides immersive learning experiences through real-world videos, AI tutors for speaking practice, and personalized feedback on vocabulary and grammar. Voz is designed to be cheaper and faster than traditional language learning methods, making it an effective tool for language learners of all levels.

Speakpal is an AI-powered language learning platform that leverages cutting-edge technology to help users improve their language skills. The platform offers interactive lessons, personalized feedback, and real-time practice sessions to enhance speaking, listening, reading, and writing abilities. With a user-friendly interface and adaptive learning algorithms, Speakpal caters to learners of all levels, from beginners to advanced speakers. Whether you're looking to learn a new language for travel, work, or personal enrichment, Speakpal provides a comprehensive and engaging learning experience.

Langotalk is an AI-powered language learning platform that provides 24/7 immersion with personalized AI chat-based tools. It offers a variety of features to help learners improve their speaking, grammar, and vocabulary. With over 300,000 language learners and support for 19+ languages, Langotalk is a popular choice for those looking to learn a new language or improve their existing skills.

Quotid is a language learning app that uses AI to generate daily lessons. The lessons are designed to be manageable and realistic, especially for those with busy schedules. The content is completely AI-generated, with all of the good, and some of the bad. The diversity of speech and topics makes it a very valuable language learning partner, best used as an addition to other efforts. Apart from the daily lesson, you can sign in, track your lesson history and revisit the vocabulary you covered so far.

Hallo is a language learning app that uses AI tutors to help users practice speaking and learning new languages. With Hallo, users can have conversations and practice with AI tutors anytime, anywhere. Hallo also offers role-play scenarios with celebrities and hundreds of topics to learn from. Users can track their progress and receive feedback from AI tutors on their fluency, grammar, and vocabulary.

BabblerAI is an advanced artificial intelligence tool designed to assist businesses in analyzing and extracting valuable insights from large volumes of text data. The application utilizes natural language processing and machine learning algorithms to provide users with actionable intelligence and automate the process of information extraction. With BabblerAI, users can streamline their data analysis workflows, uncover trends and patterns, and make data-driven decisions with confidence. The tool is user-friendly and offers a range of features to enhance productivity and efficiency in data analysis tasks.

Speak is a language learning app that uses AI to help you improve your speaking skills. It offers a variety of features, including personalized lessons, instant feedback, and a virtual tutor. Speak is designed to be fun and engaging, and it can help you learn a new language quickly and easily.

Interpre-X is a real-time speech translation tool powered by AI. It offers speech-to-speech, speech-to-text, text-to-speech, and text-to-text translation in over 10 languages. Interpre-X is designed to break down language barriers and facilitate communication between people who speak different languages. It is suitable for both personal and professional use, and it can be used in a variety of settings, such as travel, business meetings, and language learning.

GPTkids is a universal AI-powered assistant for schoolchildren and their parents. It offers a wide range of educational, entertainment, and inspirational content, including homework help, language learning, creative writing, and more. GPTkids is designed to make learning fun and engaging, and it can be used by children of all ages. With GPTkids, children can learn at their own pace and explore their interests in a safe and supportive environment.

Listen2.AI is a mobile application that provides real-time news in a podcast format. It offers hands-free news consumption, multilingual support, and diverse perspectives. The app is designed to keep users informed and engaged with the world around them, even when they are on the move or multitasking.

Readingclub.ai is an AI-powered platform that transforms bedtime stories into interactive adventures, bringing children's imaginations to life. With the help of AI, the platform provides suggestions for story development, illustrations, and character creation, allowing children to actively participate in the storytelling process and fostering their creativity and literacy skills.

Language Atlas is an online language learning platform that uses AI to help students learn French or Spanish. The platform offers a variety of courses, flashcards, and other resources to help students learn at their own pace. Language Atlas also has a global community of learners who can help students stay motivated and on track.

StoryLang is an AI-powered language learning tool that helps you improve your language skills by reading and listening to stories. With StoryLang, you can generate stories in the language you're learning, according to your preferences. You can choose the elements you want to appear in your stories, select your language, categories, and story style, and let the AI do the rest. Once your story is ready, you can listen to the audio version while reading the text, to help you work on your listening skills. You can also save your expressions to revisit them later. StoryLang is a great way to improve your language skills in a fun and engaging way.

Trancy is an AI-powered application that offers bilingual subtitles for YouTube and Netflix, AI translation for webpages, and full-text translation services. It supports immersive language learning by providing accurate translations, grammar analysis, and sentence segmentation. Users can practice listening and speaking with videos, look up unfamiliar words, and translate sentences effortlessly. Trancy also features customizable translation engines, compatibility with various websites, and tools for creating personalized learning decks. With features like speed playback, word highlight, and lifelike text-to-speech, Trancy aims to enhance language learning experiences and break down language barriers.

Targum is a super fast AI-based video translation service that allows users to translate any video from any language to any language in a matter of seconds. Users can paste a link to a video from Twitter, TikTok, Instagram, or Reddit, or they can upload a video file or drag and drop it onto the Targum website. Targum also allows users to record a video from a mobile device. Once a video has been uploaded, Targum will automatically translate it to the user's desired language. Targum is a valuable tool for anyone who needs to translate videos for personal or professional use.

TranslateAudio is a web-based application that allows users to translate audio and video content into multiple languages. It is a cost-effective alternative to traditional human translators, providing voice translation services that are 10-20 times more affordable without compromising quality. TranslateAudio supports translations in over 20 languages, including Spanish, German, Hindi, Italian, Polish, Portuguese, French, English, Japanese, Chinese, Korean, Indonesian, Dutch, Turkish, Filipino, Swedish, Bulgarian, Romanian, Arabic, Czech, Greek, Finnish, Croatian, Malay, Slovak, Danish, Tamil, and Ukrainian.

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. |  |

LMOps is a research initiative focusing on fundamental research and technology for building AI products with foundation models, particularly enabling AI capabilities with Large Language Models (LLMs) and Generative AI models. The project explores various aspects such as prompt optimization, longer context handling, LLM alignment, acceleration of LLMs, LLM customization, and understanding in-context learning. It also includes tools like Promptist for automatic prompt optimization, Structured Prompting for efficient long-sequence prompts consumption, and X-Prompt for extensible prompts beyond natural language. Additionally, LLMA accelerators are developed to speed up LLM inference by referencing and copying text spans from documents. The project aims to advance technologies that facilitate prompting language models and enhance the performance of LLMs in various scenarios.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

ChatGPT is a large language model that can generate human-like text, translate languages, write different kinds of creative content, and answer your questions in a conversational way. It is trained on a massive amount of text data, and it is able to understand and respond to a wide range of natural language prompts. Here are 5 jobs suitable for this tool, in lowercase letters: 1. content writer 2. chatbot assistant 3. language translator 4. creative writer 5. researcher

The 'llms' repository is a comprehensive guide on Large Language Models (LLMs), covering topics such as language modeling, applications of LLMs, statistical language modeling, neural language models, conditional language models, evaluation methods, transformer-based language models, practical LLMs like GPT and BERT, prompt engineering, fine-tuning LLMs, retrieval augmented generation, AI agents, and LLMs for computer vision. The repository provides detailed explanations, examples, and tools for working with LLMs.

The LLM RAG Workshop repository provides a workshop on using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to generate and understand text in a human-like manner. It includes instructions on setting up the environment, indexing Zoomcamp FAQ documents, creating a Q&A system, and using OpenAI for generation based on retrieved information. The repository focuses on enhancing language model responses with retrieved information from external sources, such as document databases or search engines, to improve factual accuracy and relevance of generated text.

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

OneReality is a virtual waifu/assistant that you can speak to through your mic and it'll speak back to you! It has many features such as: * You can speak to her with a mic * It can speak back to you * Has short-term memory and long-term memory * Can open apps * Smarter than you * Fluent in English, Japanese, Korean, and Chinese * Can control your smart home like Alexa if you set up Tuya (more info in Prerequisites) It is built with Python, Llama-cpp-python, Whisper, SpeechRecognition, PocketSphinx, VITS-fast-fine-tuning, VITS-simple-api, HyperDB, Sentence Transformers, and Tuya Cloud IoT.

imodelsX is a Scikit-learn friendly library that provides tools for explaining, predicting, and steering text models/data. It also includes a collection of utilities for getting started with text data. **Explainable modeling/steering** | Model | Reference | Output | Description | |---|---|---|---| | Tree-Prompt | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/tree_prompt) | Explanation + Steering | Generates a tree of prompts to steer an LLM (_Official_) | | iPrompt | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/iprompt) | Explanation + Steering | Generates a prompt that explains patterns in data (_Official_) | | AutoPrompt | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/autoprompt) | Explanation + Steering | Find a natural-language prompt using input-gradients (⌛ In progress)| | D3 | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/d3) | Explanation | Explain the difference between two distributions | | SASC | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/sasc) | Explanation | Explain a black-box text module using an LLM (_Official_) | | Aug-Linear | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/aug_linear) | Linear model | Fit better linear model using an LLM to extract embeddings (_Official_) | | Aug-Tree | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/aug_tree) | Decision tree | Fit better decision tree using an LLM to expand features (_Official_) | **General utilities** | Model | Reference | |---|---| | LLM wrapper| [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/llm) | Easily call different LLMs | | | Dataset wrapper| [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/data) | Download minimially processed huggingface datasets | | | Bag of Ngrams | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/bag_of_ngrams) | Learn a linear model of ngrams | | | Linear Finetune | [Reference](https://github.com/microsoft/AugML/tree/main/imodelsX/linear_finetune) | Finetune a single linear layer on top of LLM embeddings | | **Related work** * [imodels package](https://github.com/microsoft/interpretml/tree/main/imodels) (JOSS 2021) - interpretable ML package for concise, transparent, and accurate predictive modeling (sklearn-compatible). * [Adaptive wavelet distillation](https://arxiv.org/abs/2111.06185) (NeurIPS 2021) - distilling a neural network into a concise wavelet model * [Transformation importance](https://arxiv.org/abs/1912.04938) (ICLR 2020 workshop) - using simple reparameterizations, allows for calculating disentangled importances to transformations of the input (e.g. assigning importances to different frequencies) * [Hierarchical interpretations](https://arxiv.org/abs/1807.03343) (ICLR 2019) - extends CD to CNNs / arbitrary DNNs, and aggregates explanations into a hierarchy * [Interpretation regularization](https://arxiv.org/abs/2006.14340) (ICML 2020) - penalizes CD / ACD scores during training to make models generalize better * [PDR interpretability framework](https://www.pnas.org/doi/10.1073/pnas.1814225116) (PNAS 2019) - an overarching framewwork for guiding and framing interpretable machine learning

Convoscope is a suite of smart glasses and web tools designed to augment conversations by providing live proactive agents that answer questions, offer definitions, insights, and alternative viewpoints. It includes features like 'Mira' AI Assistant, Convoscope Proactive AI Agents, Language Learning app, Screen Mirror functionality, and upcoming features such as Live Captions, ADHD Glasses, and Live Language Translation. The tool supports various smart glasses models and Android 12+ phones, offering a unique experience for real-life conversations, meetings, and video calls.

AugmentOS is an open source operating system for smart glasses that allows users to access various apps and AI agents. It enables developers to easily build and run apps on smart glasses, run multiple apps simultaneously, and interact with AI assistants, translation services, live captions, and more. The platform also supports language learning, ADHD tools, and live language translation. AugmentOS is designed to enhance the user experience of smart glasses by providing a seamless and proactive interaction with AI-first wearables apps.

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.

The llms-txt repository proposes a standardization on using an `/llms.txt` file to provide information to help large language models (LLMs) use a website at inference time. The `llms.txt` file is a markdown file that offers brief background information, guidance, and links to more detailed information in markdown files. It aims to provide concise and structured information for LLMs to access easily, helping users interact with websites via AI helpers. The repository also includes tools like a CLI and Python module for parsing `llms.txt` files and generating LLM context from them, along with a sample JavaScript implementation. The proposal suggests adding clean markdown versions of web pages alongside the original HTML pages to facilitate LLM readability and access to essential information.

Awesome AI Tools is a curated list of popular tools and resources for artificial intelligence enthusiasts. It includes a wide range of tools such as machine learning libraries, deep learning frameworks, data visualization tools, and natural language processing resources. Whether you are a beginner or an experienced AI practitioner, this repository aims to provide you with a comprehensive collection of tools to enhance your AI projects and research. Explore the list to discover new tools, stay updated with the latest advancements in AI technology, and find the right resources to support your AI endeavors.

2500+ word stories in target language with images, for language learning.

Accelerates the learning of key phrases and cultural norms for travelers in various languages.

A visual language learning aid exploring deep meanings and nuances.

Language Tutor using the Language Transfer Podcast Method.

Explore cities, immerse in cultures, and master languages in a conversational adventure.

A humorous confessor, adaptive to users' languages and open to discussing relationships.

The universal bilingual translation GPT is suitable for dialogue between different languages, simultaneous interpretation, and other speaking scenarios. Starts with a pair of language name, such as "Chinese English", "English French"

Choose your adventure or language learning with Travel Mate!

Linguistic artist in P-FAF creation

Mimics users' favorite anime characters, engaging and personal.

Direct translations to Early Modern English.

Welcome! I'm a voice-focused language teacher for interactive speaking practice. To enable voice, download the app and tap the headphone button next to my chat window. Then choose your preferred voice. When you're ready, tell me what language you'd like to learn. It's FREE!

A simple and interesting Chinese-English translation software

AI language interpreting

Discover how to make learning easy and fun! 📚 You can ask the question in any language 😁

Expert assistant for people considering moving to a new country, offering personalized, data-driven advice.

You're an American tourist visiting Mexico. Face to face with an immigration officer who doesn't speak English, you need to answer his questions to pass. You only have your Spanish language guidebook to consult you. If you already know Spanish, use it! Otherwise, consult the guide.

Summarizes news from CNN or CBS RSS feeds in user's language, shows URLs

无需说明，自动在中文和其他语言间互译，支持翻译代码注释、文言文、文档文件以及图片。No need for explanations, automatically translate between Chinese and other languages, support translation of code comments, classical Chinese, document files, and images.

Convert knowledge into flashcard format