LangChain Experts For Hire
Showing 90 results
Sponsored Freelancers
-
Hire hakimfrelancer
hakimfrelancer hakimfrelancer
$40 USD / hour
AI ChatBot⭐Web Development⭐SEO⭐Next.js⭐PHP⭐VPSBangladeshAbdul Hakim here, a dedicated developer with a passion for crafting clean and efficient code. Committed to excellence in every project, I deliver results that speak for themselves. I have over 12+ years of experience. I strive to satisfy customers and make them happy. The single most important thing for me is to...Abdul Hakim here, a dedicated developer with a passion for crafting clean and efficient code. Committed to excellence in every project, I deliver results that speak for themselves. I have over 12+ years of experience. I strive to satisfy customers and make them happy. The single most important thing for me is to deliver "Quality Results on Time for my clients". ✅ I Provide Following Services: ➡️ Web Development [ PHP, React, Next.Js, Laravel, HTML, Python, WordPress, Shopify, eCommerce, Blogs & Others ] ➡️ AI ChatBot Development ➡️ SaaS Software Development ➡️ AI-ChatGPT (OpenAI) & API Integration ➡️ Advance SEO ➡️ Plugin Development ➡️ Shopify & WordPress App Development ➡️ Payment Gateway Integration ➡️ Cyber Security & Bug Fixing ➡️ VPS & Hosting Management ➡️ Mail Setup & Management ✅ Why do You Hire Me? ➡️ Professional, Fast & Friendly Customer Service ➡️ Quality work at Lowest Cost ➡️ No Payments for bad work ➡️ Quick Communication ➡️ I have an Expert TEAM ➡️ 100% Satisfaction Guarantee ⭕ Notes for my NEW Clients: ✔️ I'm Verified By Freelancer and Committed to your Data's Security. ⛔ I do not work through remote access software such as Any-desk, TeamViewer or Google Meet. ⛔ I do not "Accept" projects until verifiable login credentials are provided. ⛔ I do not "Accept" projects until milestones are created. ⛔ I do not work in sub-contracted projects. ⛔ I do not engage in cryptocurrency or Bitcoin–related projects. less -
Hire aidevbyainika
aidevbyainika aidevbyainika
$25 USD / hour
Unified AI, ML, Automation & SaaS Builder | PythonBangladesh🐍Python is at the heart of everything I create — powering automation, AI systems, and modern web applications with unmatched reliability. 🌐I always try to develop everything using Python and essential tools, minimizing third-party APIs to reduce costs and improve long-term scalability. Empowering you and your...🐍Python is at the heart of everything I create — powering automation, AI systems, and modern web applications with unmatched reliability. 🌐I always try to develop everything using Python and essential tools, minimizing third-party APIs to reduce costs and improve long-term scalability. Empowering you and your business to evolve in the AI-Vive era globally. 🤖My expertise spans advanced, future-ready technologies including n8n, Python, Django, Nginx, Docker, PostgreSQL, FastAPI, Node.js, Next.js 14, React Native, LangChain, LangGraph, Pinecone, RAG, Redis, Celery, Temporal, Tailwind, JavaScript, JSON, AI, ML, LLMs, Twilio, Faster Whisper, Stable Diffusion, Coqui XTTS v2, Hugging Face, Playwright, PyTorch, Tensorflow, Scikit Learn, NLP, OCR, OpenCV, Computer Vision, Robotics etc. — enabling secure, scalable, and intelligent systems built for performance, innovation, and adapt with new era. 🧩 What I Offer: Making your dream safe, secure, and future-ready, powered by Python, Django, FastAPI, Node.js. +100 advance tech stacks. 1. 🏥 Smart Healthcare Automation Software Development 2. 🎓 Smart Education Automation Software Development 3. 🏆 Smart Club Management Software Development 4. 🏨 Smart Business Automation Software for Hotels & Retails 5. 🦾 Smart Automation Software for Robotics Firms 6. 🧠 Custom AI Agent & Chatbot Development (No Memory Loss by Pinecone) 7. 💻 End-to-End Python Based SaaS Development 8. 📱 Cross-Platform Mobile Application Development 9. ⚡Cost-effective Intelligent Business Process Automation (n8n + Python) 10. 🤝 Custom CRM & ERP System Development 11. ☁️ Cloud Deployment & DevOps Solutions 12. 🗂️ Self-hosted AI Image and Video Making Machine! Unlimited usage• Complete ownership 13. 🎥 Self-hosted YouTube/Any Video/Audio Transcription Automation 14. 🌍 Self-Hosted Multilingual Translation Engine 15. 📞 AI Voice Agent, IVR & AI Receptionist Automation 24/7 Support, Reduce Cost, Increase Sales 16. Advanced, Cost-Free Web Scraping (handling dynamic and large-scale web data extraction) Python + FastAPI + Playwright (BeautifulSoup & lxml fallback) on local setup—scalable, stable, and zero API cost. 🔹 Why Work with me? ✅ 100 % reliability & data security🔐 ✅ For end-to-end Solutions – From business process automation to bespoke software development, I provide everything you need in one place. ✅ Full-Cycle Development – Design → Build → Deploy → Maintain. ✅ Dedicated Support – 2 months free service & support ✅ Flexible Engagement – your working time! ✅ Security-First – Custom n8n setups for sensitive data ✅ Scalable Architecture – Docker-ready, cloud-optimized, and secure. ✅ No hidden cost Get Free Consultation: -Share your project goals -Receive a tailored plan (automation + development) -Kickstart your growth with Zero Risk (Service first, payment later!) Let's grow up together! Contact me please. less -
Hire yuriihal
Hello! I’m a No-Code & Automation Engineer with a strong background in backend development, cloud infrastructure, and system design. I specialize in building scalable automation systems that eliminate manual work, improve efficiency, and help businesses operate faster and smarter. I combine no-code tools with...Hello! I’m a No-Code & Automation Engineer with a strong background in backend development, cloud infrastructure, and system design. I specialize in building scalable automation systems that eliminate manual work, improve efficiency, and help businesses operate faster and smarter. I combine no-code tools with engineering-level thinking to design reliable, production-ready workflows and integrations tailored to real business needs. 🔧 Services I Offer |- End-to-End Workflow Automation (Zapier / Make / n8n) ||- Multi-step automations with logic, conditions, and error handling |||- Webhook-based systems & event-driven workflows |- API Integrations & System Connections ||- REST APIs, JSON handling, OAuth / API key authentication |||- Custom integrations between SaaS platforms |- Internal Tools & Data Systems ||- Airtable / Notion / Google Sheets as databases |||- Data pipelines, syncing, and transformation |- Business Process Automation ||- CRM automation (HubSpot, Salesforce) |||- Email workflows (Resend, Mailchimp) |||- Payment automation (Stripe) |- Cloud & Backend Support ||- AWS (Lambda, S3, API Gateway, SQS) |||- Serverless workflows & scalable backend logic |- AI & GenAI Integrations ||- OpenAI / LangChain / Hugging Face |||- AI-powered workflows, content processing, automation 🧠 My Approach I focus on building systems that are: • Scalable → ready to grow with your business • Reliable → proper error handling & monitoring • Maintainable → clean structure and documentation • Efficient → reducing manual work and costs I don’t just connect tools — I design complete systems that work seamlessly in real-world conditions. 💡 Why Work With Me • Strong engineering background (not just no-code user) • Experience with cloud, APIs, and scalable architectures • Focus on real business impact, not just automation setup • Clear communication and fast execution 🤝 Let’s Work Together If you’re looking to automate your processes, integrate your tools, or build a scalable no-code system — I can help. less -
Hire hezarfen4
I help founders and teams build reliable Python automations, API integrations, and AI-powered workflows. I focus on practical delivery, clear communication, and maintainable code. I can diagnose system issues quickly, implement robust fixes, and provide deployment-ready handoff documentation.I help founders and teams build reliable Python automations, API integrations, and AI-powered workflows. I focus on practical delivery, clear communication, and maintainable code. I can diagnose system issues quickly, implement robust fixes, and provide deployment-ready handoff documentation. less -
Hire syedshahzaiba
◾ AI Agents developer, LLM/ML, RAG Systems, OpenAI API + Claude API + 11Labs + Google Gemini API + AWS Bedrock and n8n Automation. Available for Long/Short Roles. 40Hours/Week. 🏆Top AI Developer with 50+ projects delivered across freelance clients, and remote roles. ◾ Fast response, Professional and clear...◾ AI Agents developer, LLM/ML, RAG Systems, OpenAI API + Claude API + 11Labs + Google Gemini API + AWS Bedrock and n8n Automation. Available for Long/Short Roles. 40Hours/Week. 🏆Top AI Developer with 50+ projects delivered across freelance clients, and remote roles. ◾ Fast response, Professional and clear communication.◾Open to a discovery call. ◾ I help to build AI tools that save time and solve real problems. AI Developer specializing in chatbots, voice agents, and automation systems that help businesses streamline operations and enhance digital experiences. I build scalable AI solutions using modern LLM technologies and full-stack development. My goal is simple: transform AI concepts into reliable, production ready software that delivers real business value. ⭐ 𝐌𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 AI Chatbots & Conversational AI • Custom AI chatbots powered by modern LLMs and business data • Context aware conversations with memory and intelligent responses • Integration with websites, SaaS platforms, and business toolsl • Development using OpenAI APIs, LangChain, and prompt engineering Voice Agents & Speech AI • AI voice agents capable of natural human like conversations • Voice assistants for customer support, booking, and automation • Speech recognition and text to speech integrations • NLP powered voice interaction workflows AI Automation & Intelligent Workflows • End-to-end workflow automation powered by AI • Intelligent AI agents that perform tasks and automate processes • API integrations connecting multiple platforms and services • Automation pipelines designed for scalable business operations AI Development & Machine Learning • Generative AI applications powered by large language models • Natural Language Processing solutions for text understanding • AI driven tools for content generation and automation Full-Stack Development • Web applications using React.js, JavaScript, and TypeScript • Backend systems built with Python, Node.js, and Express.js • REST API development and system integrations • Clean and scalable software architecture Cloud, DevOps & Infrastructure • Cloud ready application deployment • Docker containerization for scalable environments • Version control and collaborative development using Git • 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐈’𝐯𝐞 𝐖𝐨𝐫𝐤𝐞𝐝 𝐖𝐢𝐭𝐡 🚀 Startups & SaaS AI powered MVPs and scalable platforms 🛒 E-commerce AI assistants and automated support systems 🏥 Healthcare patient communication and appointment automation 🏢 Real Estate & Finance lead qualification and document insights • 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐂𝐡𝐨𝐨𝐬𝐞 𝐌𝐞 ✔ AI solutions tailored to real business workflows ✔ Clean, maintainable, and scalable code ✔ Expertise across AI, automation, and full-stack development ✔ Transparent communication and milestone-based progress ✔ Focus on practical AI solutions that deliver results If you’re planning to build an AI chatbot, voice assistant, automation system, or AI powered application, I’d be happy to help. less -
Hire sheharyars786
sheharyars786 sheharyars786
$15 USD / hour
AI SaaS Developer, Next.js, OpenAI, React, Node.jsUnited Kingdom✨✨ Welcome to Sheharyar's AI & SaaS Development Hub! ✨✨ I help startups, founders, and growing businesses build scalable digital products through a combination of Full Stack Development, AI Integration, and rapid product execution. From AI powered SaaS platforms to modern web and mobile applications, I create systems...✨✨ Welcome to Sheharyar's AI & SaaS Development Hub! ✨✨ I help startups, founders, and growing businesses build scalable digital products through a combination of Full Stack Development, AI Integration, and rapid product execution. From AI powered SaaS platforms to modern web and mobile applications, I create systems designed for real business growth, performance, and long term scalability. ✔️ Why Work With Me? ✔️ Full Stack AI & SaaS Development Expertise ✔️ Startup Focused Product Development I specialize in building production ready software that helps businesses launch faster, automate workflows, and scale efficiently without sacrificing quality. ✔️ AI Development & Automation OpenAI, Claude & Gemini Integrations AI Chatbots, Assistants & Internal AI Tools Workflow Automation using n8n, Make & APIs Document AI, AI Search & Smart Workflows ✔️ SaaS MVP Development Rapid MVP Development for Startups Multi Tenant SaaS Platforms Admin Dashboards & Subscription Systems AI Assisted Development for Faster Delivery Scalable Architecture Built for Growth ✔️ Web & Mobile App Development Next.js & React Applications React Native Apps for iOS & Android Real Time Apps, Portals & Marketplaces Modern Responsive UI/UX Development ✔️ Backend Systems & API Integrations REST APIs & GraphQL APIs Stripe, Twilio, Firebase & OpenAI Integrations Secure & Scalable Backend Development PostgreSQL, MongoDB, Supabase & Redis ✔️ Cloud & DevOps AWS, Docker & Vercel Deployments CI/CD Pipelines & Serverless Infrastructure ✔️ How I Work I focus on clear communication, structured execution, and scalable product architecture. My approach combines strong engineering fundamentals with AI assisted development tools to move faster while maintaining clean, production ready code. ✔️ Recent Impact Built SaaS MVPs for startups validating new ideas Developed AI systems that automated operations Delivered scalable web and mobile applications Helped founders launch products faster and more efficiently ✔️ Core Technologies AI & Automation: OpenAI, Claude, Gemini, LangChain, n8n, Make Frontend: React.js, Next.js, TypeScript, Tailwind CSS Backend: Node.js, Express.js, Laravel, FastAPI Mobile: React Native Cloud: AWS, Docker, Vercel ✔️ What Sets Me Apart ✅ Strong product thinking & architecture decisions ✅ Fast execution powered by AI assisted workflows ✅ Clean, scalable & maintainable codebases ✅ Startup focused mindset with reliable communication ✅ Production ready systems, not just prototypes ✔️ Let’s Build Something Exceptional! Whether you need an AI powered application, SaaS MVP, automation system, or scalable full stack product, I’m here to help turn your vision into a high performance digital solution. less -
Hire matheussilva114
As a Senior full stack software dev, Data Scientist and AI/ML Engineer, I specialize in developing, and deploying Software Products with good machine learning solutions. I operate as a deeply full stack engineer across the entire technology spectrum building and integrating web platforms, game engines, blockchain...As a Senior full stack software dev, Data Scientist and AI/ML Engineer, I specialize in developing, and deploying Software Products with good machine learning solutions. I operate as a deeply full stack engineer across the entire technology spectrum building and integrating web platforms, game engines, blockchain systems, and generative AI solutions, from core infrastructure and backend logic to user experiences and intelligent automation. less -
Hire C0RETECHIES
At Core Techies, we've delivered 35+ AI-powered systems since 2023 — from voice agents handling 5000+ daily calls to n8n automation workflows processing 10,000+ transactions monthly. We build AI Agents, Voice Bots, Chat Bots, Automation Systems, and AI SaaS MVPs with a 99% on-time, 97% on-budget track record across...At Core Techies, we've delivered 35+ AI-powered systems since 2023 — from voice agents handling 5000+ daily calls to n8n automation workflows processing 10,000+ transactions monthly. We build AI Agents, Voice Bots, Chat Bots, Automation Systems, and AI SaaS MVPs with a 99% on-time, 97% on-budget track record across 200+ projects. 🔊 Voice AI — We build AI voice agents using VAPI, Retell AI, Twilio, Eleven Labs and Deepgram for inbound/outbound call handling, appointment booking, lead qualification, and customer support. Integrates with CRMs, Google Sheets, and booking systems. ⚡ AI Automation & Workflows — End-to-end business process automation using n8n, Make.com (Integromat), and Zapier integrated with DeepSeek, OpenAI GPT-5 (ChatGPT), Anthropic's Claude, and Google's Gemini. We automate Marketing workflows, Sales workflows, Operation workflows, HR Onboarding, Invoice Processing and Customer Support Triage etc. 🔥 AI Agents — Custom AI agents for 24/7 customer engagement, sales qualification, document processing, and internal operations. Built with LangChain, CrewAI, and OpenAI function calling. 🔌 AI Integrations — We integrate AI capabilities into your existing tech stack — CRMs, ERPs, e-commerce platforms, mobile apps. DeepSeek, OpenAI GPT-5 (ChatGPT), Anthropic's Claude, and Google's Gemini API integrations with your business systems. 🚀 AI SaaS MVPs — Full AI-native product development from concept to launched MVP in under 30 days. RAG systems, AI chatbots, AI-powered dashboards, and AI SaaS applications. Scalable and production-ready. less -
Hire markupdudes
I help businesses turn ideas into powerful, AI-driven applications that boost efficiency, engage users, and scale with ease. I’m a full-stack developer with strong expertise in Artificial Intelligence (AI), Machine Learning (ML), and Large Language Models (LLMs). I build smart, data-driven applications that integrate...I help businesses turn ideas into powerful, AI-driven applications that boost efficiency, engage users, and scale with ease. I’m a full-stack developer with strong expertise in Artificial Intelligence (AI), Machine Learning (ML), and Large Language Models (LLMs). I build smart, data-driven applications that integrate intelligent automation, natural language processing (NLP), and predictive analytics to deliver innovative, scalable solutions for businesses. On the backend, I work extensively with Python (Django, Flask, FastAPI), Node.js, and PHP frameworks including Laravel, CodeIgniter, Joomla, and Magento. On the frontend, I develop modern, high-performance web and mobile applications using ReactJS, React Native, Swift/SwiftUI for iOS, and Kotlin/Jetpack Compose for Android. I also specialize in custom WordPress development, from theme and plugin creation to full-scale, tailored CMS solutions, ensuring functionality matches your exact needs. My UI/UX toolkit covers HTML, CSS, JavaScript, jQuery, and Bootstrap, with a focus on clean, user-friendly design. Beyond application development, I have hands-on experience with Blockchain-based applications, Cloud management (AWS, Azure, Google Cloud), and DevOps workflows (CI/CD pipelines, containerization with Docker/Kubernetes, and server automation). My approach is to combine technical expertise with an understanding of business goals, delivering high-quality, scalable, and future-ready solutions that not only meet but exceed client expectations. less -
Hire appmechanic
appmechanic appmechanic
$25 USD / hour
Top Rated | Experts in AI, Web/Mobile, Games & SEOUnited Arab Emirates𝐖𝐄𝐁 • 𝐌𝐎𝐁𝐈𝐋𝐄 • 𝐆𝐀𝐌𝐄 • 𝐀𝐑/𝐕𝐑 • 𝐀𝐈 𝐅𝐈𝐑𝐒𝐓 𝐂𝐎𝐌𝐏𝐀𝐍𝐘 Welcome to App Mechanic! At App Mechanic, we are a Web, Mobile, Game, AR/VR, and AI-first development company, delivering scalable, high-performance, and future-ready digital solutions. We combine innovation, design, and engineering to turn ideas into impactful...𝐖𝐄𝐁 • 𝐌𝐎𝐁𝐈𝐋𝐄 • 𝐆𝐀𝐌𝐄 • 𝐀𝐑/𝐕𝐑 • 𝐀𝐈 𝐅𝐈𝐑𝐒𝐓 𝐂𝐎𝐌𝐏𝐀𝐍𝐘 Welcome to App Mechanic! At App Mechanic, we are a Web, Mobile, Game, AR/VR, and AI-first development company, delivering scalable, high-performance, and future-ready digital solutions. We combine innovation, design, and engineering to turn ideas into impactful products. 🔹 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧𝐬: ➜ Website and Mobile App Development ➜ Game Development ➜ Augmented Reality (AR) & Virtual Reality (VR) ➜ Artificial Intelligence (AI) ➜ SaaS, ERP & CRM Development ➜ AI Automation & Workflows (n8n, Zapier) ➜ Rapid MVP Development (FlutterFlow, Bubble io, Lovable, Base44) ➜ Blockchain & Smart Contracts ➜ Search Engine Optimization (SEO) & Digital Marketing 🔹 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐖𝐞’𝐯𝐞 𝐒𝐞𝐫𝐯𝐞𝐝: ➜ Manufacturing, Education, E-commerce, FMCG, Retail ➜ Healthcare, Real Estate, Travel, Logistics & Supply Chain 🔹 𝐆𝐫𝐚𝐩𝐡𝐢𝐜 𝐃𝐞𝐬𝐢𝐠𝐧𝐢𝐧𝐠 & 𝐔𝐈/𝐔𝐗: ➜ Brand Identity (Logos, Flyers, Brochures, Business Cards) – Photoshop / Illustrator ➜ Wireframes, Mockups & Clickable Prototypes (Figma / Adobe XD) ➜ Conversion-focused UI/UX Design 🔹 𝐖𝐞𝐛 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: ➜ Frontend: ReactJS, VueJS, NextJS, Angular, TypeScript, Tailwind CSS, Bootstrap ➜ Backend: NodeJS, Python, PHP (Laravel), .NET (ASP.NET, C#), FastAPI, Django ➜ APIs: RESTful, GraphQL, SOAP, Third-party Integrations ➜ Databases: MySQL, MSSQL, MongoDB, PostgreSQL, Redis ➜ Vector DBs: Pinecone, FAISS, Weaviate, Chroma, pgvector ➜ Version Control & Tools: Git, GitHub, GitLab, Jira, Trello, Slack 🔹 𝐂𝐌𝐒 & 𝐞𝐂𝐨𝐦𝐦𝐞𝐫𝐜𝐞: ➜ Django & MERN-based Custom CMS ➜ WordPress (Elementor, WooCommerce), Shopify (Custom Themes) ➜ Headless CMS: Strapi, Sanity 🔹 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐩𝐩 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: ➜ Flutter, FlutterFlow & React Native (Cross-platform) ➜ Native iOS & Android Apps ➜ .NET MAUI (Cross-platform Apps) 🔹 𝐆𝐚𝐦𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: ➜ Unity 3D (C#), Unreal Engine ➜ 2D/3D Games, Simulations, AR/VR 🔹 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: ➜ OpenAI, ChatGPT, Claude, Gemini Integrations ➜ AI Chatbots, Conversational AI, NLP, AI Agents ➜ LangChain, RAG Pipelines, Vector Databases ➜ n8n & Zapier Automation Workflows ➜ OCR & Computer Vision 🔹 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬: ➜ AWS, GCP, Microsoft Azure ➜ Docker, Kubernetes, CI/CD Pipelines ➜ Nginx, Apache, IIS, Linux Servers ➜ Infrastructure as Code (Terraform) ✨ At App Mechanic, we build 𝐀𝐈-𝐟𝐢𝐫𝐬𝐭, 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞, 𝐚𝐧𝐝 𝐡𝐢𝐠𝐡-𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬 across 𝐖𝐞𝐛, 𝐌𝐨𝐛𝐢𝐥𝐞, 𝐆𝐚𝐦𝐞𝐬, 𝐚𝐧𝐝 𝐗𝐑 while also enabling 𝐫𝐚𝐩𝐢𝐝 𝐌𝐕𝐏 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 using modern 𝐧𝐨-𝐜𝐨𝐝𝐞/𝐥𝐨𝐰-𝐜𝐨𝐝𝐞 𝐭𝐨𝐨𝐥𝐬 and helping businesses grow through 𝐒𝐄𝐎 𝐚𝐧𝐝 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐦𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠. less