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Catalyst by Zoho

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Description

Gemmein serves as the backend solution for products that leverage artificial intelligence capabilities. Its comprehensive SDK facilitates user authentication using one-time email codes, manages data through collections, processes transactions via Stripe payments, administers credits, offers various AI tools, supports relays, and handles email communications. Each data collection adheres to one of seven straightforward safety regulations, which are implemented on Gemmein's servers rather than relying on row-level security policies that developers create themselves. AI tools consist of predefined operations set on the server, where the application forwards a name and corresponding inputs; Gemmein utilizes the credits, incorporates your provider key, and transmits the results back. Payment processing is conducted through your own Stripe account using Payment Links generated by Gemmein, eliminating the need for you to develop a webhook. Developers can work locally and at no cost by using the command `npx -y gemmein dev`. For live applications, monthly fees range from $50 to $150, depending on the number of active users from the previous month. Currently, Gemmein is in its beta phase, offering an innovative solution for those looking to integrate AI functionalities into their products.

Description

Catalyst by Zoho is a full-stack, agent-ready cloud platform that brings together backend and platform services so teams can ship apps, microservices, integrations, UIs, dashboards, and AI-powered features from a single environment. Students can use it at no cost. The stack spans Compute, Storage (Stratus Object Storage, Relational Data Store, File Store, Cache), Hosting (Slate, AppSail), Intelligence (QuickML/AutoML, OCR, Object Detection, Face Analytics, Image Moderation, Barcode Scanning, Text Analytics), Automation (SmartBrowz, Pipelines CI/CD), and Platform capabilities (API Gateway, Auth, Mail, Push, Search, APM, Logging, Mobile Analytics, Domain Mapping, Security, Testing). For AI agents, it enforces scoped logins, blocks destructive commands in non-interactive sessions, and maintains complete audit logs across application, platform, and MCP tool calls, while supporting isolated environments and granular collaborator permissions. The pricing model includes a permanent $0 free tier with recurring monthly credits, a $250 credit bonus for the first 6 months after signup, and pay-as-you-go rates once free allowances are exceeded.