Best AI tools for< Founder >

ContentBot is an AI content automation platform that offers a suite of tools to streamline content creation processes for digital marketers, content creators, founders, copywriters, SEO specialists, and bloggers. It leverages AI models like GPT-4 by OpenAI to generate unique and original content in over 110 languages. ContentBot provides features such as AI Flows for digital marketing automation, AI Writer for long-form content generation, Importer for bulk data uploads, and various content creation tools like blog post builders, landing page creators, and more. The platform aims to simplify content marketing tasks and empower users to create targeted, engaging content effortlessly.

Proddy.io is an AI-powered product management assistant that leverages cutting-edge AI technology to guide users through product management best practices, turning basic instructions into formal product management documentation. It aims to boost productivity, save time, and streamline the product development process by providing expert guidance and automating tasks such as creating product briefs, writing user stories, and analyzing customer feedback.

SmartWriter is an AI tool designed for personalized cold email outreach. It offers automated SEO backlink outreach, AI social media content generation, and personalized email templates. The tool helps users generate hyper-personalized emails at scale, saving time and increasing engagement rates. With features like automated research, content creation, and personalization, SmartWriter aims to streamline the outreach process for businesses and marketers.

Genji is an AI Browser Assistant that aims to revolutionize the way users interact with their web browsers. By leveraging artificial intelligence, Genji acts as a virtual sidekick, capable of automating various tasks and actions within the browser environment. Users can delegate tasks to Genji using plain language commands, allowing them to focus on more important matters while Genji handles the rest. With features like task automation, voice input commands, and task scheduling, Genji offers a seamless browsing experience for both personal and professional use.

SquadGPT is an AI-powered platform designed to help startups streamline their hiring process by creating accurate job descriptions and screening candidates efficiently. The tool allows users to generate job descriptions with AI assistance, share them on various platforms, and then sit back while the AI screens candidates in parallel. SquadGPT aims to revolutionize the recruitment process by providing personalized and conversational screening experiences, ultimately accelerating the hiring process for startups.

Ycmentor is an AI tool designed to assist founders in building their startups the YC way. It offers an AI-powered YC Application Helper that provides guidance and feedback on Y Combinator applications. With easy sharing options and support from other founders, Ycmentor aims to streamline the application process for aspiring entrepreneurs. The platform is built and maintained by @dqnamo.

Elsa by M1-project is the ultimate AI marketing assistant tool designed to revolutionize marketing strategies for businesses. It offers a comprehensive range of features to help users from strategy generation to campaign execution. Elsa leverages advanced AI technologies to identify ideal customers, provide marketing strategies, and create engaging content for social media. With a focus on cost-effectiveness and founder-friendly guidance, Elsa aims to streamline marketing processes and accelerate business growth. The tool is user-friendly, lightning-fast, and backed by a 7-day money-back guarantee, ensuring customer satisfaction and confidence in its services.

AI Cartel is an AI hiring solution designed for founders and small businesses to streamline the candidate sourcing and interviewing process. By delegating interviews to AI Cartel, founders can focus on business-sensitive tasks while the AI tool finds and interviews candidates. The platform offers features such as AI-voice pre-interviews, candidate ranking, full audio interview transcripts, and referral bounty options. AI Cartel aims to save time and energy for founders and businesses by automating the hiring process.

ReDoc is an AI tool that provides an alternative to ChatGPT for writers seeking a human-like tone and conversational writing style. It offers a minimalistic design and is loved by over 100 writers worldwide, including employees at major companies like Facebook, Google, and YouTube. ReDoc helps users streamline their writing process, save time, and overcome writer's block by generating creative content ideas. With simple pricing plans and a user-friendly interface, ReDoc aims to enhance the quality of written content while acknowledging that AI cannot replace the creative human brain.

Decktopus AI is a powerful presentation generator that uses artificial intelligence to help you create professional-looking presentations in minutes. With Decktopus AI, you can easily add images, videos, and other multimedia to your presentations, and you can even get help with writing your scripts. Decktopus AI is perfect for anyone who wants to create stunning presentations without spending hours on design and formatting.

Bardeen AI is a workflow task automation software that helps users automate repetitive tasks in apps and websites they use for work. It offers a no-code builder, pre-built workflow templates, and integrations with popular apps like Salesforce, Slack, and Google Sheets. Bardeen AI is designed to be easy to use, even for non-technical users, and it can help users save time and increase productivity.

Finta is the world's first GPT powered CRM, built explicitly for creating meaningful investor interactions and automatically driving your funnel forward with AI personalized email scripts. It is a tracker CRM with AI automation at its core, designed to help founders and investors connect and close deals. Finta uses AI to prospect the best investors for your company's offering, provides a shareable deal link for investors to commit and send funds, and automates your fundraising workflow end to end.

Question Base is an AI-powered autoresponder for Slack that helps businesses automate repetitive questions and improve operational efficiency. It uses AI to generate answers based on chat history, and allows users to verify and control the content to ensure accuracy. Question Base is designed to save time for managers and support teams by eliminating the need to answer the same questions repeatedly, and by providing instant answers to employees within 3 seconds.

Betafi is a cloud-based user research and product feedback platform that helps businesses capture, organize, and share customer feedback from various sources, including user interviews, usability testing, and product demos. It offers features such as timestamped note-taking, automatic transcription and translation, video clipping, and integrations with popular collaboration tools like Miro, Figma, and Notion. Betafi enables teams to gather qualitative and quantitative feedback from users, synthesize insights, and make data-driven decisions to improve their products and services.

Pitchleague.ai is an AI-powered pitch deck coach that provides slide-by-slide feedback on how to improve your startup's pitch deck. It also scores your deck's investability and allows you to compare your deck to other startups. Pitchleague.ai is used by over 3000 founders and has helped many startups to improve their fundraising success.

Product Hunt is a website that allows users to discover and launch new tech products. It features a variety of products, including apps, websites, hardware, and more. Product Hunt also has a community of users who share their thoughts on new products and vote on their favorites. The site is a great way to find new and innovative products, as well as to get feedback on your own products.

Tome is an AI-powered storytelling tool that helps businesses create persuasive presentations. It uses AI to generate content, design layouts, and provide analytics. Tome is designed to be easy to use, even for those without design experience. It offers a variety of templates and features to help users create presentations that are both visually appealing and engaging.

Metaforms is an AI-powered form builder that helps businesses create personalized and engaging forms. It uses AI to automatically generate conditions, logics, and branching, which can save businesses up to 85% in setup time. Metaforms also uses AI to provide real-time question framing and acknowledgements, which can increase completion rates by up to 30%. Additionally, Metaforms' AI can ask follow-up questions based on other user responses in a cohort, which can provide businesses with more insights about user behavior, intent, and preferences.

Decktopus AI is a powerful AI-powered presentation generator that helps you create professional-looking presentations in minutes. With Decktopus AI, you can easily add images, videos, and other multimedia to your presentations, and you can even get help from AI to write your scripts and design your slides. Decktopus AI is perfect for anyone who wants to create stunning presentations quickly and easily.

DocsHound is an AI automated documentation platform that revolutionizes knowledge base software by offering a purpose-built solution for the AI era. It simplifies the process of creating manuals by automating the output based on user input. With a focus on product managers, founders, engineers, writers, and customer success professionals, DocsHound provides a modular editing interface with a suite of AI features, efficient publishing workflow, on-brand styling options, and an adaptive AI engine calibrated to user interactions.

Dealify is a platform offering exclusive software deals, discounts, and offers for Growth Hackers, Marketers, and Founders. It provides lifetime deals on various tools and applications to help businesses grow and improve their online presence. Dealify features a wide range of products, including SEO platforms, social media marketing tools, hosting services, chatbot solutions, and more. With a focus on providing value and savings, Dealify aims to support businesses of all sizes in their growth journey.

VisualHUB is an AI-powered design analysis tool that provides instant insights on UI, UX, readability, and more. It offers features like A/B Testing, UI Analysis, UX Analysis, Readability Analysis, Margin and Hierarchy Analysis, and Competition Analysis. Users can upload product images to receive detailed reports with actionable insights and scores. Trusted by founders and designers, VisualHUB helps optimize design variations and identify areas for improvement in products.

Storypitch.ai is a storytelling platform powered by AI and 10 years of storytelling expertise. It helps users clarify and craft their messaging needs, such as stories, pitches, and brand messages. The platform guides users through forms to generate unique narratives based on their inputs, making it easy for anyone to create impactful messages without prior marketing expertise.

QueryPal is an AI chatbot application designed to provide better and faster answers for teams by leveraging AI technology trained on company documents. It helps in resolving repetitive questions instantly, ensuring accurate and contextualized results. The application allows users to create personalized AI chatbots for each team in minutes, with customization options for document access, chatbot admins, and tone. QueryPal offers unlimited connections to various platforms like Slack, Microsoft Teams, Google Drive, and more, making it a versatile tool for team communication and knowledge management.

Raycast is an AI-powered productivity tool that serves as a shortcut to everything on your Mac. It offers a collection of powerful productivity tools within an extendable launcher, designed to enhance efficiency and streamline workflows. With features like fast access to favorite tools, AI models, and extensions, Raycast aims to make users feel like they are never wasting time. The application is known for its speed, ergonomic design, reliability, and seamless integration with various tasks and applications.

Ambient is an AI-powered assistant designed for Chiefs of Staff, Managers, and Founders to enhance meeting productivity and task management. It offers features such as AI Meeting Note Taking, Email Analysis, Meeting Series Management, Slack Summarization, and Ambient Culture Security. The application aims to streamline meeting processes, improve decision-making, and increase efficiency for fast-moving teams.

ChatPRD is an AI Copilot for Product Work that helps product managers, VPs, founders, and teams without product managers to create great product requirements documents efficiently. It acts as an AI Chief Product Officer, providing feedback, coaching, and generating PRDs from simple ideas. The tool aims to save time, improve productivity, and enhance the quality of product management work.

ProdMoh AI is an AI tool designed to assist Product Managers and Founders in transforming product development processes. It leverages AI-powered insights and tools to streamline workflow, prioritize effectively, and drive innovation. With ProdMoh AI, users can create, strategize, and validate product ideas in minutes, organize their vision effortlessly, understand users on a deeper level, and conduct user research in a reimagined way.

QuickReply.ai is a WhatsApp marketing solution designed for eCommerce Shopify stores. It offers a range of features such as broadcast marketing, personalized bulk messaging, AI chatbot, drip campaigns, and more to streamline marketing, customer relationship management, and automation of customer interactions. The platform helps businesses leverage WhatsApp for retargeting, abandoned cart recovery, customer service, order alerts, and repeat purchases. QuickReply.ai aims to empower online merchants by providing tools to enhance customer engagement, increase conversions, and boost revenue.

SYMSON is an AI pricing platform that helps businesses optimize their pricing strategies by leveraging artificial intelligence and machine learning algorithms. The platform offers features such as Price Strategy Builder, AI Engine & Algorithm Science, and Proof & Award Winning Architecture & Performance Infrastructure. SYMSON enables users to automate prices, track competitor prices, customize price strategies, predict future pricing scenarios, and gain insights through AI engine. It integrates with various ERP systems and eCommerce platforms to provide a comprehensive pricing solution for businesses across different industries.

Inpulse.ai is an AI platform that revolutionizes inventory management and supplier ordering for restaurant chains. It assists managers in making informed decisions by accurately forecasting sales, anticipating production needs, and optimizing food supplies. The platform provides real-time performance monitoring, automated production planning, and centralized data management to help restaurants improve their margins and reduce waste. Inpulse.ai is used by over 3,000 restaurants, food kiosks, and bakeries on a daily basis, offering a comprehensive solution to streamline operations and boost profitability.

Kula is a modern all-in-one Applicant Tracking System (ATS) platform that integrates sourcing, CRM, insights, and analytics to streamline the hiring process. With native AI capabilities, Kula offers features such as automated candidate sourcing, personalized messages, interview highlights summarization, and instant hiring insights. The platform aims to help recruiters and hiring teams hire faster and smarter by providing tools for efficient candidate management, data analysis, and decision-making.

Quil is an AI recruiting assistant designed to streamline the recruitment process for firms. It automates note-taking for various types of meetings, updates applicant tracking systems (ATS) automatically, generates candidate submittals, and enhances hiring efficiency. Quil offers custom AI note templates, automatic ATS updates, and AI-generated submittals to help recruiters save time and focus on engaging with candidates. With features like AI note-taking for interviews, seamless ATS integration, and AI-generated candidate submittals, Quil aims to revolutionize the recruitment industry by leveraging artificial intelligence technology.

Surfsite is an AI application designed for SaaS professionals to streamline workflows, make data-driven decisions, and enhance productivity. It offers AI assistants that connect to essential tools, provide real-time insights, and assist in various tasks such as market research, project management, and analytics. Surfsite aims to centralize data, improve decision-making, and optimize processes for product managers, growth marketers, and founders. The application leverages advanced LLMs and integrates seamlessly with popular tools like Google Docs, Jira, and Trello to offer a comprehensive AI-powered solution.

This course has 18 lessons. Each lesson covers its own topic so start wherever you like! Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons that explain a concept and code examples in both **Python** and **TypeScript** when possible. Each lesson also includes a "Keep Learning" section with additional learning tools. **What You Need** * Access to the Azure OpenAI Service **OR** OpenAI API - _Only required to complete coding lessons_ * Basic knowledge of Python or Typescript is helpful - *For absolute beginners check out these Python and TypeScript courses. * A Github account to fork this entire repo to your own GitHub account We have created a **Course Setup** lesson to help you with setting up your development environment. Don't forget to star (🌟) this repo to find it easier later. ## 🧠 Ready to Deploy? If you are looking for more advanced code samples, check out our collection of Generative AI Code Samples in both **Python** and **TypeScript**. ## 🗣️ Meet Other Learners, Get Support Join our official AI Discord server to meet and network with other learners taking this course and get support. ## 🚀 Building a Startup? Sign up for Microsoft for Startups Founders Hub to receive **free OpenAI credits** and up to **$150k towards Azure credits to access OpenAI models through Azure OpenAI Services**. ## 🙏 Want to help? Do you have suggestions or found spelling or code errors? Raise an issue or Create a pull request ## 📂 Each lesson includes: * A short video introduction to the topic * A written lesson located in the README * Python and TypeScript code samples supporting Azure OpenAI and OpenAI API * Links to extra resources to continue your learning ## 🗃️ Lessons | | Lesson Link | Description | Additional Learning | | :-: | :------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------: | ------------------------------------------------------------------------------ | | 00 | Course Setup | **Learn:** How to Setup Your Development Environment | Learn More | | 01 | Introduction to Generative AI and LLMs | **Learn:** Understanding what Generative AI is and how Large Language Models (LLMs) work. | Learn More | | 02 | Exploring and comparing different LLMs | **Learn:** How to select the right model for your use case | Learn More | | 03 | Using Generative AI Responsibly | **Learn:** How to build Generative AI Applications responsibly | Learn More | | 04 | Understanding Prompt Engineering Fundamentals | **Learn:** Hands-on Prompt Engineering Best Practices | Learn More | | 05 | Creating Advanced Prompts | **Learn:** How to apply prompt engineering techniques that improve the outcome of your prompts. | Learn More | | 06 | Building Text Generation Applications | **Build:** A text generation app using Azure OpenAI | Learn More | | 07 | Building Chat Applications | **Build:** Techniques for efficiently building and integrating chat applications. | Learn More | | 08 | Building Search Apps Vector Databases | **Build:** A search application that uses Embeddings to search for data. | Learn More | | 09 | Building Image Generation Applications | **Build:** A image generation application | Learn More | | 10 | Building Low Code AI Applications | **Build:** A Generative AI application using Low Code tools | Learn More | | 11 | Integrating External Applications with Function Calling | **Build:** What is function calling and its use cases for applications | Learn More | | 12 | Designing UX for AI Applications | **Learn:** How to apply UX design principles when developing Generative AI Applications | Learn More | | 13 | Securing Your Generative AI Applications | **Learn:** The threats and risks to AI systems and methods to secure these systems. | Learn More | | 14 | The Generative AI Application Lifecycle | **Learn:** The tools and metrics to manage the LLM Lifecycle and LLMOps | Learn More | | 15 | Retrieval Augmented Generation (RAG) and Vector Databases | **Build:** An application using a RAG Framework to retrieve embeddings from a Vector Databases | Learn More | | 16 | Open Source Models and Hugging Face | **Build:** An application using open source models available on Hugging Face | Learn More | | 17 | AI Agents | **Build:** An application using an AI Agent Framework | Learn More | | 18 | Fine-Tuning LLMs | **Learn:** The what, why and how of fine-tuning LLMs | Learn More |

DBRX is a large language model trained by Databricks and made available under an open license. It is a Mixture-of-Experts (MoE) model with 132B total parameters and 36B live parameters, using 16 experts, of which 4 are active during training or inference. DBRX was pre-trained for 12T tokens of text and has a context length of 32K tokens. The model is available in two versions: a base model and an Instruct model, which is finetuned for instruction following. DBRX can be used for a variety of tasks, including text generation, question answering, summarization, and translation.

Trex is a tool that transforms unstructured data into structured data by specifying a regex or context-free grammar. It intelligently restructures data to conform to the defined schema. It offers a Python client for installation and requires an API key obtained by signing up at automorphic.ai. The tool supports generating structured JSON objects based on user-defined schemas and prompts. Trex aims to provide significant speed improvements, structured custom CFG and regex generation, and generation from JSON schema. Future plans include auto-prompt generation for unstructured ETL and more intelligent models.

Bito CLI provides a command line interface to the Bito AI chat functionality, allowing users to interact with the AI through commands. It supports complex automation and workflows, with features like long prompts and slash commands. Users can install Bito CLI on Mac, Linux, and Windows systems using various methods. The tool also offers configuration options for AI model type, access key management, and output language customization. Bito CLI is designed to enhance user experience in querying AI models and automating tasks through the command line interface.

Melty is an open source AI code editor designed to help developers write production-ready code by collaborating with them from the terminal to GitHub. It can refactor code, create web apps from scratch, navigate large codebases, and write its own commits. Melty aims to help developers understand their code better, watch every change made, learn and adapt to the codebase, and integrate with various development tools.

Embedchain is an Open Source Framework for personalizing LLM responses. It simplifies the creation and deployment of personalized AI applications by efficiently managing unstructured data, generating relevant embeddings, and storing them in a vector database. With diverse APIs, users can extract contextual information, find precise answers, and engage in interactive chat conversations tailored to their data. The framework follows the design principle of being 'Conventional but Configurable' to cater to both software engineers and machine learning engineers.

This repository contains code for the O'Reilly Live Online Training for Deploying GPT & LLMs. Learn how to use GPT-4, ChatGPT, OpenAI embeddings, and other large language models to build applications for experimenting and production. Gain practical experience in building applications like text generation, summarization, question answering, and more. Explore alternative generative models such as Cohere and GPT-J. Understand prompt engineering, context stuffing, and few-shot learning to maximize the potential of GPT-like models. Focus on deploying models in production with best practices and debugging techniques. By the end of the training, you will have the skills to start building applications with GPT and other large language models.

Superpipe is a lightweight framework designed for building, evaluating, and optimizing data transformation and data extraction pipelines using LLMs. It allows users to easily combine their favorite LLM libraries with Superpipe's building blocks to create pipelines tailored to their unique data and use cases. The tool facilitates rapid prototyping, evaluation, and optimization of end-to-end pipelines for tasks such as classification and evaluation of job departments based on work history. Superpipe also provides functionalities for evaluating pipeline performance, optimizing parameters for cost, accuracy, and speed, and conducting grid searches to experiment with different models and prompts.

Korea-Startups is a repository containing a comprehensive list of major tech companies and startups in Korea. It covers a wide range of industries such as mobility, local community trading, food tech, interior design, fintech, AI, natural language processing, computer vision, robotics, legal tech, and more. The repository provides detailed information about each company's field, key services, and unique features, showcasing the diverse and innovative startup ecosystem in Korea.

Spatz-2 is a complete, fullstack template for Svelte, utilizing technologies such as Sveltekit, Pocketbase, OpenAI, Vercel AI SDK, TailwindCSS, svelte-animations, and Zod. It offers features like user authentication, admin dashboard, dark/light mode themes, AI chatbot, guestbook, and forms with client/server validation. The project structure includes components, stores, routes, APIs, and icons. Spatz-2 aims to provide a futuristic web framework for building fast web apps with advanced functionalities and easy customization.

dwata is an open source desktop app designed to manage all your private data on your laptop, providing offline access, fast search capabilities, and organization features for emails, files, contacts, events, and tasks. It aims to reduce cognitive overhead in daily digital life by offering a centralized platform for personal data management. The tool prioritizes user privacy, with no data being sent outside the user's computer without explicit permission. dwata is still in early development stages and offers integration with AI providers for advanced functionalities.

LongCite is a tool that enables Large Language Models (LLMs) to generate fine-grained citations in long-context Question Answering (QA) scenarios. It provides models trained on GLM-4-9B and Meta-Llama-3.1-8B, supporting up to 128K context. Users can deploy LongCite chatbots, generate accurate responses, and obtain precise sentence-level citations. The tool includes components for model deployment, Coarse to Fine (CoF) pipeline for data construction, model training using LongCite-45k dataset, evaluation with LongBench-Cite benchmark, and citation generation.

Superflows is an open-source alternative to OpenAI's Assistant API. It allows developers to easily add an AI assistant to their software products, enabling users to ask questions in natural language and receive answers or have tasks completed by making API calls. Superflows can analyze data, create plots, answer questions based on static knowledge, and even write code. It features a developer dashboard for configuration and testing, stateful streaming API, UI components, and support for multiple LLMs. Superflows can be set up in the cloud or self-hosted, and it provides comprehensive documentation and support.

HelixML is a private GenAI platform that allows users to deploy the best of open AI in their own data center or VPC while retaining complete data security and control. It includes support for fine-tuning models with drag-and-drop functionality. HelixML brings the best of open source AI to businesses in an ergonomic and scalable way, optimizing the tradeoff between GPU memory and latency.

Mastering GitHub Copilot for AI Paired Programming is a comprehensive course designed to equip you with the skills and knowledge necessary to harness the power of GitHub Copilot, an AI-driven coding assistant. Through a series of engaging lessons, you will learn how to seamlessly integrate GitHub Copilot into your workflow, leveraging its autocompletion, customizable features, and advanced programming techniques. This course is tailored to provide you with a deep understanding of AI-driven algorithms and best practices, enabling you to enhance code quality and accelerate your coding skills. By embracing the transformative power of AI paired programming, you will gain the tools and confidence needed to succeed in today's dynamic software development landscape.

Vircadia™ is an open source agent-based metaverse ecosystem that excels in mass human and agent (AI) based immersive worlds. It offers mobile, desktop, and VR support through the web, allows hundreds of agents simultaneously, supports full-body (human or agents), scripting with JavaScript & TypeScript, visual scripting, full world editor, 4096km³ world space in a server, fully self-hosted, and more. Vircadia is sponsored by various companies, organizations, and governments. An 'agent' in Vircadia is an AI being that shares the same space as users, interacting, speaking, and experiencing the world, used for companionship, training, and gameplay opportunities. Vircadia excels at deploying agents en-masse for a full sandbox experience.

Simplifine is an open-source library designed for easy LLM finetuning, enabling users to perform tasks such as supervised fine tuning, question-answer finetuning, contrastive loss for embedding tasks, multi-label classification finetuning, and more. It provides features like WandB logging, in-built evaluation tools, automated finetuning parameters, and state-of-the-art optimization techniques. The library offers bug fixes, new features, and documentation updates in its latest version. Users can install Simplifine via pip or directly from GitHub. The project welcomes contributors and provides comprehensive documentation and support for users.

24/7 Screen & Audio Capture Library to build personalized AI powered by what you've seen, said, or heard. Works with Ollama. Alternative to Rewind.ai. Open. Secure. You own your data. Rust. We are shipping daily, make suggestions, post bugs, give feedback. Building a reliable stream of audio and screenshot data, simplifying life for developers by solving non-trivial problems. Multiple installation options available. Experimental tool with various integrations and features for screen and audio capture, OCR, STT, and more. Open source project focused on enabling tooling & infrastructure for a wide range of applications.

AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.

R2R (RAG to Riches) is a fast and efficient framework for serving high-quality Retrieval-Augmented Generation (RAG) to end users. The framework is designed with customizable pipelines and a feature-rich FastAPI implementation, enabling developers to quickly deploy and scale RAG-based applications. R2R was conceived to bridge the gap between local LLM experimentation and scalable production solutions. **R2R is to LangChain/LlamaIndex what NextJS is to React**. A JavaScript client for R2R deployments can be found here. ### Key Features * **🚀 Deploy** : Instantly launch production-ready RAG pipelines with streaming capabilities. * **🧩 Customize** : Tailor your pipeline with intuitive configuration files. * **🔌 Extend** : Enhance your pipeline with custom code integrations. * **⚖️ Autoscale** : Scale your pipeline effortlessly in the cloud using SciPhi. * **🤖 OSS** : Benefit from a framework developed by the open-source community, designed to simplify RAG deployment.

Ngo

Co-founder of Neroes, unlocking human potential ethically.

Learn from history's greatest entrepreneurs with deep insights and engaging storytelling.

Advice on Lean Publishing as Peter Armstrong.

This GPT follows 10 questions from Y Combinator for co-founders to discuss before deciding to work together. Co-founders answer the questions separately and receive unique IDs. To check compatibility, provide two IDs. Co-founder GPT has a long-term memory, so write down your ID for future checks.

Help users find the most suitable app among 80,000+GPTs on GPTs Focus

Imagine a virtual co-founder with hands-on experience in building products at your side. I've programmed this AI with my own entrepreneurial playbook to guide you in crafting killer SaaS products, just as I would.

Aids start-up founders in refining their investor pitch.

Personalized VC fundraising coach using founder insights, based on 20+ interviews

Helps founders in crafting impactful investor updates.

Imaginable founder of PayPal, SpaceX, Tesla. Really likes letter X

Startup advisor guiding founders through detailed idea evaluation, product-market-fit, business model, GTM, and scaling.

Your favorite VC/founder from the greatest city ever

I assist founders in finding suitable UK grants.

Wise tech founder offering practical and creative advice on book quotes

Advisor and motivator for no-code founders

Advising B2B founders on identifying customer burning needs

A world class elite tech co-founder entrepreneur, expert in software development, entrepreneurship, marketing, coaching style leadership and aligned with ambition for excellence, global market penetration and worldy perspectives.

I will ideate better names than your co-founder.

In-depth reflection aid for individuals and startup founders