Ray Serve
Scalable model serving built on Ray. Compose multiple models into a single inference pipeline with autoscaling.
- Coding & Dev
- Free
- Productivity
- AI Agents
The facts
- Category
- Coding & Dev
- Pricing
- Free. Free to use. No paid tier is required for the core product.
- Best for
- Productivity, AI Agents
- Website
- docs.ray.io/en/latest/serve
Ray Serve alternatives
360 tools sit in Coding & Dev in the Cocoon directory. These are the closest to Ray Serve.
PhindAI search and assistant built for developers. Searches the web and gives code-ready answers.GitHub CopilotMicrosoft & OpenAI's AI coding assistant. Autocompletes code, explains functions, and fixes bugs inside your I…CursorAI-first code editor. Chat with your codebase, generate features, and fix bugs with GPT-4 built in.CodeiumFree AI code completion and chat for 70+ languages and 40+ editors. Fast and private.TabnineAI coding assistant with local model support for maximum privacy. Learns your code style.Replit AIBrowser-based IDE with AI assistance built in. Build, run, and deploy apps without any setup.Amazon CodeWhispererAWS's AI coding companion. Free for individuals, with security scanning and AWS-optimised suggestions.Bolt.newBuild full-stack web apps from a text prompt in the browser. Instant deployment included.Tempo LabsGenerate React and Next.js UI components from text prompts. Visual editing and instant preview included.LovableBuild full web apps by chatting with AI. Goes from idea to deployed product in minutes.FactoryAI software development agent for production engineering. Automates complex coding tasks, reviews, and deploym…SupabaseOpen-source Firebase alternative. Managed Postgres database with auth, storage, edge functions, and real-time …
Learning to actually use this
Cocoon runs hands-on AI training across Sri Lanka and Asia. Picking a tool is the easy part; building it into how your team already works is the part people get stuck on.