Ling-3.0-flash API Quick Start for Function Calling and Reasoning in Agent Workflows
Call Ling-3.0-flash for function calling and reasoning in agent workflows on Novita AI's OpenAI-compatible API with runnable Python and cURL examples.
Call Ling-3.0-flash for function calling and reasoning in agent workflows on Novita AI's OpenAI-compatible API with runnable Python and cURL examples.
Connect to Macaron V1 Venti on Novita AI with the verified model ID, endpoint, pricing, limits, and runnable Python and cURL examples.
Use Ling-3.0-flash free on Novita AI: a 124B MoE model with 5.1B active parameters, 262K context, reasoning, and function calling.
Macaron V1 Venti is a 748B Mixture-of-LoRA flagship for coding, agents, and GenUI. See its specs, Novita AI availability, pricing, and best-fit use cases.
OpenCode vs Claude Code compared by setup, providers, MCP, execution, cost control, and team fit, with Novita AI integration paths.
Learn how Anthropic API model names work, which Claude model IDs belong in requests, and how to avoid alias, version, and provider-routing mistakes.
OpenCode vs Cursor compared for developers: workflow, model flexibility, context, MCP tools, execution, cost control, and Novita AI setup.
A practical guide to the Anthropic Messages API, including request format, streaming, vision, files, OpenAI-compatible migration, and agent backends.
Set up the Gemini Pro API with a Google AI Studio key, current model ID, native REST endpoint, OpenAI-compatible client, and agent backend pattern.
Kimi K3 is live on Novita AI with a 1M-token context window, multimodal input, and $3/$15 per-million-token pricing. See when K3 beats K2.
Connect to Kimi K3 with Novita AI's OpenAI-compatible API. Follow the model ID, endpoint, Python, cURL, pricing, and troubleshooting steps.
Understand Claude Code plugins — what they are, how MCP servers work as plugins, how to install them, and how to run tool execution through Novita AI.
Learn how Claude Code rules work — CLAUDE.md files, .claude/rules/ path scoping, settings.json permissions, and auto memory — with best practices for agentic coding.
Claude Opus 3 vs Opus 4 for academic writing: compare context windows, reasoning depth, pricing, and real workflow impact. Includes Opus 4 vs Sonnet 4 guidance.