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Reworkd is a web data extraction tool that uses AI to generate and repair web extractors on the fly. It allows users to retrieve data from hundreds of websites without the need for developers. Reworkd is used by businesses in a variety of industries, including manufacturing, e-commerce, recruiting, lead generation, and real estate.

Fe/male Switch is a women-first startup game that offers a browser-based startup simulator experience. Players can assemble a team, create a startup with an investor and mentor, gain startup experience, win prizes, and get funded. The game aims to help individuals build their first startup, validate ideas, and overcome startup challenges. It provides a platform for aspiring entrepreneurs to test their entrepreneurial potential and learn essential business skills in a risk-free environment. Fe/male Switch features a unique Gamepreneurship methodology, AI co-founder support, and educational resources to guide players through the startup building process.

Get-Headshot is an AI-powered headshot generator that provides professional-quality headshots at an affordable price. With Get-Headshot, you can create custom headshots in minutes, without the need for a photographer. Simply upload your photos, select your desired style, and let Get-Headshot's AI do the rest. Get-Headshot offers a variety of styles to choose from, so you can find the perfect look for your needs. And with its fast turnaround time, you'll have your headshots in no time.

Get-offer.me is an AI Interview Assistant application designed to help users excel in job interviews by providing real-time assistance with answers. The AI assistant supports over 20 languages and seamlessly integrates with various online meeting software. By offering live support, contextually appropriate responses, and boosting confidence, Get-offer.me aims to enhance users' interview performance and increase their chances of securing job offers.

Get On AI is a platform dedicated to providing artificial intelligence (AI) resources for businesses and entrepreneurs. The website aims to empower users by facilitating the adoption of AI, guiding them through identifying use cases, selecting the right tools, and integrating AI into their existing processes. Users can discover the exciting world of AI, learn how to harness its power for their business, and unleash their business's potential through AI implementation.

Otter.ai is an AI meeting assistant application that provides users with the ability to record audio, write notes, automatically capture slides, and generate meeting summaries. Users can collaborate with teammates in real-time, add comments, highlight key points, and assign action items. Otter.ai helps companies and organizations to write notes and summarize meetings 30 times faster. The application also offers features like automated slide capture and automated meeting notes, which can be connected to Google or Microsoft calendar to join and record meetings on platforms like Zoom, Microsoft Teams, and Google Meet. Otter.ai aims to streamline meeting processes and enhance productivity by leveraging AI technology.

Popmenu is an AI-powered marketing technology platform designed to help restaurants grow their business. It offers solutions such as website design, dynamic menu technology, online ordering, marketing automation, and AI phone answering. Popmenu aims to simplify restaurant operations, capture guest preferences, automate personalized marketing, and consolidate tools for better efficiency. With a focus on independent restaurants, quick service restaurants, hospitality groups, and full-service restaurants, Popmenu helps owners enhance customer service, improve margins, and attract more guests. The platform has received positive reviews from clients and is known for its exceptional customer service.

Mem is an AI notes app designed to keep users organized and efficient. It allows users to jot down notes without the need for manual organization, and utilizes AI technology to help users find and use their notes effectively. Mem offers features such as Mem Chat for personalized AI assistance, Related Notes for easy access to relevant information, AI-powered Collections for structured organization, and Smart Search for quick note retrieval. Trusted by leaders, Mem is used by entrepreneurs, executives, and creatives for various tasks such as drafting pitches, remembering networking details, and generating business ideas. With collaboration, quick search, offline access, and real-time syncing capabilities, Mem aims to be the ultimate AI thought partner for users.

MonAi is an AI-powered expense tracker that simplifies the process of tracking expenses by allowing users to input expenses in a conversational manner, similar to sending a voice message to a friend. The AI technology automatically categorizes the expenses, generates a short description, and records the amount. Users can easily confirm and save the information without the need for logging in. The data is securely stored in the user's private iCloud account, ensuring privacy and security. Additionally, MonAi enables users to share and collaborate on expense tracking. Overall, MonAi streamlines expense management through intuitive AI capabilities.

Blaze is an AI-powered content creation platform that helps users generate personalized social media posts, blogs, newsletters, and websites in their brand voice and style. It offers features like AI Brand Voice, AI Blog Post Generator, AI Background Remover, and more. Users can collaborate in real-time, schedule posts, and analyze content performance. Blaze aims to simplify content creation and marketing efforts for individuals and teams across various industries.

Success.ai is an AI-powered platform designed to help businesses unlock hypergrowth by providing solutions for lead generation, email outreach, warm-up services, and advanced AI writing. The platform offers unlimited email sending accounts, warm-up tools, and AI-powered email writing capabilities to supercharge growth and maximize efficiency. With a focus on B2B lead generation, Success.ai enables users to access a vast database of over 700 million verified prospects, personalize email campaigns using AI, and streamline lead responses for increased deal closures. The platform also offers advanced analytics, inbox rotation, and email validation features to optimize email marketing strategies and ensure high deliverability rates.

Pathfinder is a career co-pilot that helps users connect with others who share similar career experiences, interests, or questions. It uses AI to find the perfect people and career advice for users in seconds. Pathfinder is building the world's first Career Co-pilot that taps into its Career Advice Network. Users can simply describe their career problem, interests, or questions, and the AI will find the perfect people and career advice for them in seconds.

Typeboss is an AI-powered content creation platform that helps users generate high-quality content in seconds. With a wide range of tools and templates, Typeboss can help you create blog posts, articles, social media content, marketing copy, and more. Typeboss is easy to use and affordable, making it a great option for businesses of all sizes.

SocialBee is an AI-powered social media management tool that helps businesses and individuals manage their social media accounts efficiently. It offers a range of features, including content creation, scheduling, analytics, and collaboration, to help users plan, create, and track their social media campaigns. SocialBee also provides access to a team of social media experts who can help users with their social media strategy and execution.

Descript is an AI-powered editing assistant that allows users to edit videos and podcasts with ease. It offers features such as video editing, multitrack audio editing, clip selection, remote recording, captions, screen recording, transcription, AI speech generation, and more. Descript's AI capabilities help users create high-quality content effortlessly, making it a valuable tool for creators and teams. With a user-friendly interface and advanced AI features, Descript simplifies the video editing process and enhances productivity.

Laxis is an AI Meeting Assistant designed to empower revenue teams by capturing and distilling key insights from customer interactions effortlessly. It offers seamless integration across platforms, from online meetings to CRM updates, with a user-friendly interface. Laxis helps users stay focused during meetings, auto-generate meeting summaries, identify customer requirements, and extract valuable insights. It supports multilingual interactions, real-time transcriptions, and provides answers based on past conversations. Trusted by over 35,000 business professionals from 3000 organizations, Laxis saves time, improves note-taking, and enhances communication with clients and prospects.

MailCheetah AI is an upcoming E-Mail Marketing platform that aims to revolutionize the way businesses conduct their email marketing campaigns. It offers a range of features such as unlimited emails, contacts, campaigns, and lists, along with AI-powered email subject and content generation. The platform also includes a campaign scheduler, built-in unsubscribe functionality, and support for multiple businesses/clients. With a commercial license and 24/7 support, MailCheetah AI is designed to provide a comprehensive and cost-effective solution for businesses of all sizes.

SurveyMonkey is a popular free online survey tool that offers a wide range of features to help users create, distribute, and analyze surveys. With integrations, customizable forms, AI-powered survey creation, and market research solutions, SurveyMonkey caters to various industries and roles. It provides templates for different use cases like customer satisfaction, employee feedback, and event registration. The platform also offers resources, blog posts, and customer success stories to guide users in maximizing the benefits of survey data.

The Google Store is the official online store for Google-made devices and accessories. It offers a wide range of products, including phones, earbuds, watches, trackers, smart home devices, and accessories. The store also provides helpful resources, such as product reviews, tutorials, and support. The Google Store is a great place to find the latest Google products and accessories, and to get help with your devices.

Socratic is an AI-powered learning tool that provides students with personalized support in various subjects, including Science, Math, Literature, and Social Studies. It utilizes text and speech recognition to surface relevant learning resources and offers visual explanations of important concepts. Socratic is highly regarded by both teachers and students for its ability to clarify complex topics and supplement classroom learning.

ReEdgeGPT is a tool designed for reverse engineering the chat feature of the new version of Bing. It provides documentation and guidance on how to collect and use cookies to access the chat feature. The tool allows users to create a chatbot using the collected cookies and interact with the Bing GPT chatbot. It also offers support for different modes like Copilot and Bing, along with plugins for various tasks. The tool covers historical information about Rome, the Lazio region, and provides troubleshooting tips for common issues encountered while using the tool.

OpenCAGE is an open-source modding toolkit for Alien: Isolation, enabling custom scripting, configuration, and content modification through graphical interfaces. It includes tools for editing assets, configurations, scripts, behaviour trees, launching the game, and managing backups. The project is constantly evolving with a roadmap that includes features like contextual script editing, content porter, new level creator, mod installers, 3D viewer improvements, navmesh generation, skinned meshes support, sound import/export, and more. OpenCAGE is supported financially by the community and welcomes code contributions.

Chronon is a platform that simplifies and improves ML workflows by providing a central place to define features, ensuring point-in-time correctness for backfills, simplifying orchestration for batch and streaming pipelines, offering easy endpoints for feature fetching, and guaranteeing and measuring consistency. It offers benefits over other approaches by enabling the use of a broad set of data for training, handling large aggregations and other computationally intensive transformations, and abstracting away the infrastructure complexity of data plumbing.

A comprehensive repository of resources for Chinese large language models (LLMs), including data processing tools, fine-tuning frameworks, inference libraries, evaluation platforms, RAG engines, agent frameworks, books, courses, tutorials, and tips. The repository covers a wide range of tools and resources for working with LLMs, from data labeling and processing to model fine-tuning, inference, evaluation, and application development. It also includes resources for learning about LLMs through books, courses, and tutorials, as well as insights and strategies from building with LLMs.

BAML is a config file format for declaring LLM functions that you can then use in TypeScript or Python. With BAML you can Classify or Extract any structured data using Anthropic, OpenAI or local models (using Ollama) ## Resources  [Discord Community](https://discord.gg/boundaryml)  [Follow us on Twitter](https://twitter.com/boundaryml) * Discord Office Hours - Come ask us anything! We hold office hours most days (9am - 12pm PST). * Documentation - Learn BAML * Documentation - BAML Syntax Reference * Documentation - Prompt engineering tips * Boundary Studio - Observability and more #### Starter projects * BAML + NextJS 14 * BAML + FastAPI + Streaming ## Motivation Calling LLMs in your code is frustrating: * your code uses types everywhere: classes, enums, and arrays * but LLMs speak English, not types BAML makes calling LLMs easy by taking a type-first approach that lives fully in your codebase: 1. Define what your LLM output type is in a .baml file, with rich syntax to describe any field (even enum values) 2. Declare your prompt in the .baml config using those types 3. Add additional LLM config like retries or redundancy 4. Transpile the .baml files to a callable Python or TS function with a type-safe interface. (VSCode extension does this for you automatically). We were inspired by similar patterns for type safety: protobuf and OpenAPI for RPCs, Prisma and SQLAlchemy for databases. BAML guarantees type safety for LLMs and comes with tools to give you a great developer experience:  Jump to BAML code or how Flexible Parsing works without additional LLM calls. | BAML Tooling | Capabilities | | ----------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | BAML Compiler install | Transpiles BAML code to a native Python / Typescript library (you only need it for development, never for releases) Works on Mac, Windows, Linux  | | VSCode Extension install | Syntax highlighting for BAML files Real-time prompt preview Testing UI | | Boundary Studio open (not open source) | Type-safe observability Labeling |

Hercules is the world’s first open-source testing agent designed to handle the toughest testing tasks for modern web applications. It turns simple Gherkin steps into fully automated end-to-end tests, making testing simple, reliable, and efficient. Hercules adapts to various platforms like Salesforce and is suitable for CI/CD pipelines. It aims to democratize and disrupt test automation, making top-tier testing accessible to everyone. The tool is transparent, reliable, and community-driven, empowering teams to deliver better software. Hercules offers multiple ways to get started, including using PyPI package, Docker, or building and running from source code. It supports various AI models, provides detailed installation and usage instructions, and integrates with Nuclei for security testing and WCAG for accessibility testing. The tool is production-ready, open core, and open source, with plans for enhanced LLM support, advanced tooling, improved DOM distillation, community contributions, extensive documentation, and a bounty program.

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

Friend is an open-source AI wearable device that records everything you say, gives you proactive feedback and advice. It has real-time AI audio processing capabilities, low-powered Bluetooth, open-source software, and a wearable design. The device is designed to be affordable and easy to use, with a total cost of less than $20. To get started, you can clone the repo, choose the version of the app you want to install, and follow the instructions for installing the firmware and assembling the device. Friend is still a prototype project and is provided "as is", without warranty of any kind. Use of the device should comply with all local laws and regulations concerning privacy and data protection.

Synthora is a lightweight and extensible framework for LLM-driven Agents and ALM research. It aims to simplify the process of building, testing, and evaluating agents by providing essential components. The framework allows for easy agent assembly with a single config, reducing the effort required for tuning and sharing agents. Although in early development stages with unstable APIs, Synthora welcomes feedback and contributions to enhance its stability and functionality.

Floneum is a graph editor that makes it easy to develop your own AI workflows. It uses large language models (LLMs) to run AI models locally, without any external dependencies or even a GPU. This makes it easy to use LLMs with your own data, without worrying about privacy. Floneum also has a plugin system that allows you to improve the performance of LLMs and make them work better for your specific use case. Plugins can be used in any language that supports web assembly, and they can control the output of LLMs with a process similar to JSONformer or guidance.

MNN is a highly efficient and lightweight deep learning framework that supports inference and training of deep learning models. It has industry-leading performance for on-device inference and training. MNN has been integrated into various Alibaba Inc. apps and is used in scenarios like live broadcast, short video capture, search recommendation, and product searching by image. It is also utilized on embedded devices such as IoT. MNN-LLM and MNN-Diffusion are specific runtime solutions developed based on the MNN engine for deploying language models and diffusion models locally on different platforms. The framework is optimized for devices, supports various neural networks, and offers high performance with optimized assembly code and GPU support. MNN is versatile, easy to use, and supports hybrid computing on multiple devices.

`npcsh` is a python-based command-line tool designed to integrate Large Language Models (LLMs) and Agents into one's daily workflow by making them available and easily configurable through the command line shell. It leverages the power of LLMs to understand natural language commands and questions, execute tasks, answer queries, and provide relevant information from local files and the web. Users can also build their own tools and call them like macros from the shell. `npcsh` allows users to take advantage of agents (i.e. NPCs) through a managed system, tailoring NPCs to specific tasks and workflows. The tool is extensible with Python, providing useful functions for interacting with LLMs, including explicit coverage for popular providers like ollama, anthropic, openai, gemini, deepseek, and openai-like providers. Users can set up a flask server to expose their NPC team for use as a backend service, run SQL models defined in their project, execute assembly lines, and verify the integrity of their NPC team's interrelations. Users can execute bash commands directly, use favorite command-line tools like VIM, Emacs, ipython, sqlite3, git, pipe the output of these commands to LLMs, or pass LLM results to bash commands.

This repository contains Python scripts that enable two-way voice conversations with Anthropic Claude, utilizing ElevenLabs for text-to-speech, Faster-Whisper for speech-to-text, and Pygame for audio playback. The tool operates by transcribing human audio using Faster-Whisper, sending the transcription to Anthropic Claude for response generation, and converting the LLM's response into audio using ElevenLabs. The audio is then played back through Pygame, allowing for a seamless and interactive conversation between the user and the AI. The repository includes variations of the main script to support different operating systems and configurations, such as using CPU transcription on Linux or employing the AssemblyAI API instead of Faster-Whisper.

Speechlib is a Python library that provides functionalities for speaker diarization, speaker recognition, and transcription on audio files. It offers features such as converting audio formats to WAV, converting stereo to mono, and re-encoding to 16-bit PCM. The library allows users to transcribe audio files, store transcripts, specify language and model size, and perform speaker recognition using voice samples. It supports various languages and provides performance metrics for different model sizes. Speechlib utilizes huggingface models for speaker recognition and transcription tasks.

Omi is an open-source AI wearable that transforms the way conversations are captured and managed. By connecting Omi to your mobile device, you can effortlessly obtain high-quality transcriptions of meetings, chats, and voice memos on the go.

WebLLM is a modular and customizable javascript package that directly brings language model chats directly onto web browsers with hardware acceleration. Everything runs inside the browser with no server support and is accelerated with WebGPU. WebLLM is fully compatible with OpenAI API. That is, you can use the same OpenAI API on any open source models locally, with functionalities including json-mode, function-calling, streaming, etc. We can bring a lot of fun opportunities to build AI assistants for everyone and enable privacy while enjoying GPU acceleration.

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