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Layer 2 Protocols
Layer 2 protocols are blockchain protocols that are built on top of an existing blockchain network. A layer 2 protocol is designed to improve the scaling problems and transaction speeds and fees that layer 1 blockchain networks and protocols face. Decentralized applications can be built on Layer 2 protocols, and layer 2 protocols interact with layer 1 protocols in order to improve efficiency and overall user experience.
B2B Payment Platforms
B2B payment platforms are digital solutions designed to facilitate and streamline financial transactions between businesses. These platforms provide secure, efficient, and scalable methods for companies to send and receive payments, manage invoices, and handle cross-border transactions. Features often include support for various payment methods (such as ACH, wire transfers, credit cards, and e-wallets), invoice management, payment reconciliation, and fraud prevention tools. B2B payment platforms help businesses reduce administrative costs, improve cash flow management, and ensure compliance with regulatory requirements. By automating payment workflows and improving the speed and accuracy of transactions, these platforms enhance the overall efficiency of business operations.
B2B Data Providers
B2B data providers offer companies access to large sets of business-related data, which can include information on companies, contacts, industries, financials, and market trends. This data is valuable for businesses looking to expand their customer base, enhance lead generation, conduct market research, or refine their sales strategies. B2B data providers often deliver enriched contact information, company profiles, and detailed insights on decision-makers, helping businesses identify potential leads and make informed decisions. These services may include databases with direct access to contacts, industry reports, and analytics to improve targeted outreach and account-based marketing strategies.
W-2 Software
W-2 software helps businesses, payroll providers, accountants, and HR teams prepare, manage, file, and distribute IRS Form W-2 wage and tax statements for employees. These platforms automate data collection, tax calculations, form generation, electronic filing, employee delivery, and correction workflows to reduce administrative burden and improve compliance. The software often includes features such as payroll integration, error validation, deadline tracking, multi-state reporting, and secure employee self-service access for tax documents. Many W-2 solutions integrate with payroll, HR, accounting, and tax compliance systems to streamline year-end reporting processes. By improving accuracy and automating tax reporting tasks, W-2 software helps organizations remain compliant with federal and state tax regulations while reducing filing risks and manual effort.
B2B eCommerce Platforms
B2B ecommerce platforms are digital solutions that enable businesses to conduct online transactions with other businesses, focusing on bulk buying and selling, wholesale pricing, and complex procurement processes. These platforms allow businesses to create customized catalogs, manage pricing for different customers or customer segments, and streamline the ordering process. Key features often include secure payment gateways, order tracking, inventory management, and integration with backend systems like ERP and CRM. B2B ecommerce platforms are designed to handle large volumes of orders, facilitate negotiations, and provide business buyers with self-service options for placing orders, managing accounts, and tracking deliveries. They are ideal for businesses looking to expand their reach, optimize purchasing workflows, and build long-term relationships with clients.
P2P Crypto Exchanges
P2P (peer-to-peer) crypto exchanges are cryptocurrency exchanges where users can exchange cryptocurrencies and digital assets directly between themselves, often locally, without any third-party involvement from a broker or custodian.
NIS2 Compliance Software
NIS2 compliance software is software designed to help organizations align with the requirements of the NIS2 Directive, a European Union framework for cybersecurity and resilience in critical sectors. It streamlines the process of identifying and mitigating cybersecurity risks by providing comprehensive risk assessments, incident response planning, and compliance tracking features.
PSD2 Compliance Software
PSD2 (Revised Payment Services Directive) compliance software helps businesses in the financial services sector adhere to the requirements of PSD2, which aims to enhance payment security, promote innovation, and improve consumer protection across the European Union (EU). These platforms typically provide tools to ensure secure access to payment accounts, implement strong customer authentication (SCA), and enable secure communication between payment service providers (PSPs) and third-party providers (TPPs).
SOC 2 Compliance Software
SOC 2 compliance software is a comprehensive tool designed to help organizations ensure they meet the necessary criteria for SOC 2 certification.
B2B Gateways
B2B gateways are platforms that facilitate the secure exchange of business documents, transactions, and data between organizations across supply chains, partner networks, and trading ecosystems. These solutions enable interoperability between different business systems by supporting standards such as EDI, XML, APIs, AS2, and other communication protocols. B2B gateways often provide capabilities for message translation, routing, validation, security, monitoring, and compliance to ensure reliable business-to-business communications. Many platforms integrate with ERP systems, procurement software, logistics applications, and partner management solutions to automate transaction workflows. By streamlining partner connectivity and data exchange, B2B gateways help organizations improve operational efficiency, reduce manual processing, and strengthen supply chain collaboration.
B2B Marketplaces
B2B marketplaces are online marketplaces for B2B buyers and sellers that connect businesses, enabling them to buy and sell goods, services, or resources efficiently. These marketplaces streamline procurement processes by offering centralized access to multiple suppliers, competitive pricing, and a wide range of products or services. They foster transparency, reduce transaction costs, and often include tools like inventory management, analytics, and secure payment options. By leveraging technology, B2B marketplaces facilitate global trade and help businesses expand their networks and market reach. Their growing popularity reflects the demand for convenience, scalability, and data-driven decision-making in modern commerce.
B2C Marketplaces
B2C marketplaces are online platforms that connect businesses directly with consumers to facilitate the buying and selling of goods and services. These marketplaces provide a centralized space for various businesses to list their products or services, allowing consumers to browse, compare, and make purchases from multiple sellers in one location. B2C marketplaces typically handle transactions, payment processing, and sometimes fulfillment, offering consumers a seamless shopping experience. Examples of B2C marketplaces include ecommerce giants and niche platforms, ranging from general consumer goods to specialized products. These platforms benefit businesses by expanding their reach, while consumers enjoy a broad selection of products, competitive pricing, and convenience.
A2P SMS Software
A2P SMS providers offer a messaging service that allows companies to send out text messages in bulk. These messages can be used for marketing, notifications, alerts, and other information dissemination purposes.
B2B Marketing Software
B2B marketing software enables marketing professionals at B2B (business to business) companies to supercharge and automate their B2B marketing activities.
B2B Contact Databases Software
B2B contact databases provide businesses with a collection of contact information for other companies, including key decision-makers, executives, and professionals. These databases are often used by sales, marketing, and business development teams to identify potential clients, partners, or suppliers within a specific industry or market. The data typically includes company names, addresses, phone numbers, email addresses, and other relevant details such as company size, revenue, and industry classification. B2B contact databases can be accessed through subscription-based services, helping businesses streamline lead generation, market research, and outreach efforts.
B2B Sales Tools Software
B2B sales software tools are designed to help businesses streamline and manage their sales activities. These tools can provide features such as managing customer information, tracking opportunities, automating workflow process, managing leads and contacts, creating reports and dashboards, setting reminders for tasks and events and more. Additionally, these types of software often allow businesses to collaborate with each other on projects or data sharing. They can also help companies to stay organized by providing task management features like calendars and pipelines.
End-to-End (E2E) Testing Software
End-to-end (E2E) testing tools are software solutions designed to test the entire application workflow from start to finish, ensuring that all components and systems interact as expected. These tools simulate real user scenarios, testing everything from the user interface to the backend services, and validate that the application functions as a whole. By identifying bugs or issues across various integrated systems, E2E testing tools help ensure that all parts of the application work together seamlessly.
Customer-to-Customer (C2C) Community Marketing Software
Customer-to-customer (C2C) community marketing software is a tool designed to facilitate and manage online platforms where customers can interact and share information about products or services. It provides features such as discussion forums, review systems, and social media integration to enable users to exchange experiences and recommendations. The software often includes moderation and analytics tools to manage content and monitor community engagement. Its purpose is to create a space for authentic customer interactions, helping brands build trust and loyalty through peer-to-peer communication. C2C community marketing software supports the growth of customer-driven communities by enhancing user engagement and connection.
Data Science Software
Data science software is a collection of tools and platforms designed to facilitate the analysis, interpretation, and visualization of large datasets, helping data scientists derive insights and build predictive models. These tools support various data science processes, including data cleaning, statistical analysis, machine learning, deep learning, and data visualization. Common features of data science software include data manipulation, algorithm libraries, model training environments, and integration with big data solutions. Data science software is widely used across industries like finance, healthcare, marketing, and technology to improve decision-making, optimize processes, and predict trends.
Procure to Pay Software
Procure-to-pay software is software that automates the entire purchasing process from requisition to payment. It streamlines procurement by facilitating the creation and approval of purchase orders, supplier management, and invoice processing. The software integrates with other enterprise systems, ensuring seamless data flow between procurement, finance, and accounts payable departments. By automating workflows, procure-to-pay software helps reduce manual errors, enhance compliance, and improve visibility into spending. Additionally, it provides analytics that can help businesses optimize supplier relationships and make informed purchasing decisions.
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    Logfire

    Logfire

    Pydantic

    Pydantic Logfire is an observability platform designed to simplify monitoring for Python applications by transforming logs into actionable insights. It provides performance insights, tracing, and visibility into application behavior, including request headers, body, and the full trace of execution. Pydantic Logfire integrates with popular libraries and is built on top of OpenTelemetry, making it easier to use while retaining the flexibility of OpenTelemetry's features. Developers can...
    Starting Price: $2 per month
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    TextBlob

    TextBlob

    TextBlob

    ...TextBlob is compatible with Python versions 2.7 and above, and 3.5 and above. It is actively developed on GitHub and is licensed under the MIT License. Comprehensive documentation, including a quick start guide and tutorials, is available to assist users in implementing various NLP tasks.
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    SuperAGI SuperCoder
    SuperAGI SuperCoder is an open-source autonomous system that combines AI-native dev platform & AI agents to enable fully autonomous software development starting with python language & frameworks SuperCoder 2.0 leverages LLMs & Large Action Model (LAM) fine-tuned for python code generation leading to one shot or few shot python functional coding with significantly higher accuracy across SWE-bench & Codebench As an autonomous system, SuperCoder 2.0 combines software guardrails specific to development framework starting with Flask & Django with SuperAGI’s Generally Intelligent Developer Agents to deliver complex real world software systems SuperCoder 2.0 deeply integrates with existing developer stack such as Jira, Github or Gitlab, Jenkins, CSPs and QA solutions such as BrowserStack /Selenium Clouds to ensure a seamless software development experience
    Starting Price: Free
  • 4
    Azure Notebooks
    ...Perfect for data scientists, developers, students, or anyone. Develop and run code in your browser regardless of industry or skillset. Supporting more languages than any other platform including Python 2, Python 3, R, and F#. Created by Microsoft Azure: Always accessible, always available from any browser, anywhere in the world.
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    Gensim

    Gensim

    Radim Řehůřek

    Gensim is a free, open source Python library designed for unsupervised topic modeling and natural language processing, focusing on large-scale semantic modeling. It enables the training of models like Word2Vec, FastText, Latent Semantic Analysis (LSA), and Latent Dirichlet Allocation (LDA), facilitating the representation of documents as semantic vectors and the discovery of semantically related documents.
    Starting Price: Free
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    NVIDIA PhysicsNeMo
    ...It provides scalable, GPU-accelerated tools and Python APIs built on PyTorch and released under the Apache 2.0 license, offering curated model architectures including physics-informed neural networks, neural operators, graph neural networks, and generative AI–based approaches so developers can harness physics-driven causality alongside observed data for engineering-grade modeling. PhysicsNeMo includes end-to-end training pipelines from geometry ingestion to differential equations, reference application recipes to jump-start workflows.
    Starting Price: Free
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    LeaderGPU

    LeaderGPU

    LeaderGPU

    ...Modern hardware based on the NVIDIA® GPU chipset, which has a high operation speed. The newest Tesla® V100 cards with their high processing power. Optimized for deep learning software, TensorFlow™, Caffe2, Torch, Theano, CNTK, MXNet™. Includes development tools based on the programming languages ​​Python 2, Python 3, and C++. We do not charge fees for every extra service. This means disk space and traffic are already included in the cost of the basic services package. In addition, our servers can be used for various tasks of video processing, rendering, etc. ...
    Starting Price: €0.14 per minute
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    E2B

    E2B

    E2B

    E2B is an open source runtime designed to securely execute AI-generated code within isolated cloud sandboxes. It enables developers to integrate code interpretation capabilities into their AI applications and agents, facilitating the execution of dynamic code snippets in a controlled environment. The platform supports multiple programming languages, including Python and JavaScript, and offers SDKs for seamless integration.
    Starting Price: Free
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    scikit-image

    scikit-image

    scikit-image

    ...Conceptually identical arguments have the same name and position in a function signature. Test coverage is close to 100% and code is reviewed by at least two core developers before being included in the library.
    Starting Price: Free
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    PyAutoGUI

    PyAutoGUI

    PyAutoGUI

    PyAutoGUI lets your Python scripts control the mouse and keyboard to automate interactions with other applications. The API is designed to be simple. PyAutoGUI works on Windows, macOS, and Linux, and runs on Python 2 and 3. Moving the mouse and clicking in the windows of other applications. Sending keystrokes to applications (for example, to fill out forms).
    Starting Price: Free
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    Apify

    Apify

    Apify Technologies s.r.o.

    ...Everything runs on Apify's cloud with 99.95% uptime. SOC2, GDPR, and CCPA compliant. Integrate with Zapier, Make, n8n, and LangChain. Apify's MCP server lets AI like Claude dynamically discover and use Actors
    Starting Price: $29 per month
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    Odyssey-2 Pro

    Odyssey-2 Pro

    Odyssey ML

    Odyssey-2 Pro delivers improved physics, richer dynamics, more authentic behaviors, and sharper visuals by streaming 720p video at up to ~22 FPS that responds instantly to prompts and actions, and it supports embedding interactive streams, viewable streams, and parameterized simulations into applications with simple SDKs in JavaScript and Python.
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    AG2

    AG2

    AG2

    AG2 is the open source AgentOS for building production-ready AI agents and multi-agent systems in minutes, not months. Formerly AutoGen, it provides an open source Python framework for building, orchestrating, and scaling AI agents that can collaborate through shared context, use tools, execute workflows, and support both autonomous and human-in-the-loop patterns.
    Starting Price: Free
  • 14
    Quadratic

    Quadratic

    Quadratic

    Quadratic enables your team to work together on data analysis to deliver faster results. You already know how to use a spreadsheet, but you’ve never had this much power. Quadratic speaks Formulas and Python (SQL & JavaScript coming soon). Use the language you and your team already know. Single-line formulas are hard to read. In Quadratic you can expand your recipes to as many lines as you need. Quadratic has Python library support built-in. Bring the latest open-source tools directly to your spreadsheet. The last line of code is returned to the spreadsheet. ...
  • 15
    Xq1

    Xq1

    Xquantum

    The last cron manager you will ever need. Zero infra deployment of human or AI generated Python scripts on schedule. STEPS: 1. BYOC (Bring your own code): If you already have your code ready in VS Code or Jupyter Notebook, simply paste it on Xq1. Or, you can ask ChatGPT to generate your code for you with a simple prompt "Write a python code for ...." and paste it on Xq1 2. Run your code: Run your code on Xq1. This deploys any packages that you have included in your code, creates a container, and runs the container. ...
    Starting Price: $9
  • 16
    DataMelt

    DataMelt

    jWork.ORG

    ...Unlike other statistical programs, it is not limited to a single programming language. This software combines the world's most-popular enterprise language, Java, with the most popular scripting language used in data science, such as Jython (Python), Groovy, JRuby.
    Starting Price: $0
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    Code Llama
    ...Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts. Code Llama is free for research and commercial use. Code Llama is built on top of Llama 2 and is available in three models: Code Llama, the foundational code model; Codel Llama - Python specialized for Python; and Code Llama - Instruct, which is fine-tuned for understanding natural language instructions.
    Starting Price: Free
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    MiniMax M2

    MiniMax M2

    MiniMax

    MiniMax M2 is an open source foundation model built specifically for agentic applications and coding workflows, striking a new balance of performance, speed, and cost. It excels in end-to-end development scenarios, handling programming, tool-calling, and complex, long-chain workflows with capabilities such as Python integration, while delivering inference speeds of around 100 tokens per second and offering API pricing at just ~8% of the cost of comparable proprietary models. ...
    Starting Price: $0.30 per million input tokens
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    Artelys Knitro
    Artelys Knitro is a leading solver for large-scale nonlinear optimization problems, offering a suite of advanced algorithms and features to address complex challenges across various industries. It provides four state-of-the-art algorithms: two interior-point/barrier methods and two active-set/sequential quadratic programming methods, enabling efficient and robust solutions for a wide range of optimization problems. Additionally, Knitro includes three algorithms specifically designed for mixed-integer nonlinear programming, incorporating heuristics, cutting planes, and branching rules to effectively handle discrete variables. ...
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    telemetry.dev

    telemetry.dev

    telemetry.dev

    telemetry.dev is an OpenTelemetry-native observability platform for AI agents and LLM applications. Developers can trace model calls, tool steps, retrievals, logs, and metrics; inspect failures, latency, token usage, and estimated cost; and compare activity by model, provider, and environment. It supports first-party TypeScript and Python SDKs, provider and framework integrations, and standard OTLP/HTTP ingest. Environment-level capture controls, SDK masking, and server-side redaction help...
    Starting Price: $0/month
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    CapMonster Cloud

    CapMonster Cloud

    CapMonster Cloud

    ...This service is particularly beneficial for users who need to handle large volumes of CAPTCHAs, such as in web scraping, automation, and various online marketing tasks. CapMonster Cloud specializes in resolving a wide range of CAPTCHA types, including reCAPTCHA v2, reCAPTCHA v3, hCaptcha, Cloudflare captcha, and Geetest, among others. CapMonster Cloud API is easy to integrate into any program due to ready-made libraries with code examples (C#, Python, JS, GO, PHP). If there is no integration of your program with CapMonster Cloud the API of other services is also supported. The browser extension automatically solves captchas in the background mode of Chrome/Firefox browser. ...
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    Starting Price: $0.04 per image
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    TF-Agents

    TF-Agents

    Tensorflow

    ...It includes a variety of agents such as DQN, PPO, REINFORCE, SAC, and TD3, each with their respective networks and policies. It also offers tools for building custom environments, policies, and networks, facilitating the creation of complex RL pipelines. TF-Agents supports both Python and TensorFlow environments, allowing for flexibility in development and deployment. It is compatible with TensorFlow 2.x and provides tutorials and guides to help users get started with training agents on standard environments like CartPole.
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    Cadreen

    Cadreen

    Billingrails.co

    Cadreen is infrastructure for intelligent workflows — software that can remember, decide, act, ask permission, and leave an audit trail. It includes APIs, SDKs, CLI tooling, memory, governance, tool execution, audit trails, and chat access. The idea is that useful AI systems need more than a model call. They need orchestration: what to remember, when to act, when to ask permission, what tools to use, and how to leave an audit trail. Available now: - APIs & docs - TypeScript,...
    Starting Price: $1
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    OpenPipe

    OpenPipe

    OpenPipe

    ...We serve your model on our managed endpoints that scale to millions of requests. Write evaluations and compare model outputs side by side. Change a couple of lines of code, and you're good to go. Simply replace your Python or Javascript OpenAI SDK and add an OpenPipe API key. Make your data searchable with custom tags. Small specialized models cost much less to run than large multipurpose LLMs. Replace prompts with models in minutes, not weeks. Fine-tuned Mistral and Llama 2 models consistently outperform GPT-4-1106-Turbo, at a fraction of the cost. ...
    Starting Price: $1.20 per 1M tokens
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    AutoRest

    AutoRest

    Microsoft

    ...The tool supports both OpenAPI 2.0 and 3.0 specifications, ensuring compatibility with a wide range of APIs. Developers can install AutoRest on Windows, macOS, or Linux systems, with installation facilitated via Node.js.
    Starting Price: Free
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    WebCrawlerAPI

    WebCrawlerAPI

    WebCrawlerAPI

    WebCrawlerAPI is a powerful tool for developers looking to simplify web crawling and data extraction. It provides an easy-to-use API for retrieving content from websites in formats like text, HTML, or Markdown, making it ideal for training AI models or other data-intensive tasks. With a 90% success rate and an average crawling time of 7.3 seconds, the API handles challenges like internal link management, duplicate removal, JS rendering, anti-bot mechanisms, and large-scale data storage. It...
    Starting Price: $2 per month
  • 27
    RankGPT

    RankGPT

    Weiwei Sun

    RankGPT is a Python toolkit designed to explore the use of generative Large Language Models (LLMs) like ChatGPT and GPT-4 for relevance ranking in Information Retrieval (IR). It introduces methods such as instructional permutation generation and a sliding window strategy to enable LLMs to effectively rerank documents. It supports various LLMs, including GPT-3.5, GPT-4, Claude, Cohere, and Llama2 via LiteLLM.
    Starting Price: Free
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    gpt-oss-20b
    gpt-oss-20b is a 20-billion-parameter, text-only reasoning model released under the Apache 2.0 license and governed by OpenAI’s gpt-oss usage policy, built to enable seamless integration into custom AI workflows via the Responses API without reliance on proprietary infrastructure. Trained for robust instruction following, it supports adjustable reasoning effort, full chain-of-thought outputs, and native tool use (including web search and Python execution), producing structured, explainable answers. ...
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    Turbyn

    Turbyn

    Turbyn

    ...HubSpot's built-in custom code action requires Data Hub Professional, stops at 20 seconds and 128 MB, ships a fixed set of libraries, and runs tests against real records. Turbyn removes those limits. Install it as a HubSpot app, choose the Turbyn action in any workflow, and write JavaScript or Python using any npm or pip package. Runs can last up to 2 hours with up to 8 GiB of memory. Build, test with sample inputs, then publish an immutable version. Secrets are bound to the action, every execution runs in its own isolated sandbox, and each run leaves a record of its inputs, logs and outputs. Existing HubSpot custom code usually works unchanged. ...
    Starting Price: $99/month
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    Sandbox0

    Sandbox0

    Sandbox0

    Sandbox0 is an Apache-2.0 sandbox runtime for long-running AI agents and services that execute untrusted code. It provides isolated Linux environments with command execution, stateful contexts, file operations, SSH, supervised sessions, and network controls. Sandboxes retain a durable writable RootFS across successful pause-and-resume checkpoints; snapshots, restore, and forks support reusable workspaces.
    Starting Price: $0.015/GiB-hour
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