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# inference.sh
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Run 150+ AI applications in the cloud via the [inference.sh](https://inference.sh) platform.
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**One API key for everything** - Access all AI services with a single account. No need to manage separate API keys for FLUX, Veo, Claude, Tavily, Twitter, etc. You can also bring your own keys if you prefer.
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## Available Skills
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- **cli**: The inference.sh CLI (`infsh`) for running AI apps
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## What's Included
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- **Image Generation**: FLUX, Reve, Seedream, Grok Imagine, Gemini
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- **Video Generation**: Veo, Wan, Seedance, OmniHuman, HunyuanVideo
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- **LLMs**: Claude, Gemini, Kimi, GLM-4 (via OpenRouter)
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- **Search**: Tavily, Exa
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- **3D**: Rodin
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- **Social**: Twitter/X automation
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- **Audio**: TTS, voice cloning
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## Tools
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This category provides the `infsh` and `infsh_install` tools in the `inference` toolset.
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@ -1,372 +0,0 @@
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---
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name: inference-sh-cli
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description: "Run 150+ AI apps via inference.sh CLI (infsh) - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter. Triggers: inference.sh, infsh, ai apps, serverless ai, flux, veo, image generation, video generation"
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version: 1.0.0
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author: inference.sh
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license: MIT
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metadata:
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hermes:
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tags: [AI, image-generation, video, LLM, search, inference, FLUX, Veo, Claude]
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requires_tools: [infsh]
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---
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# inference.sh CLI
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Run 150+ AI apps in the cloud with a simple CLI. No GPU required.
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**One API key for everything** - Manage all AI services (FLUX, Veo, Claude, Tavily, X/Twitter, and more) with a single inference.sh account. No need to sign up for dozens of different providers. You can also bring your own API keys if you prefer.
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## Tools
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This skill is backed by the `infsh` and `infsh_install` tools:
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- **infsh**: Run any infsh command (app list, app run, etc.)
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- **infsh_install**: Install the CLI if not already present
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## Quick Start
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```bash
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# Install (if needed)
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infsh_install
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# List available apps
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infsh app list
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# Search for apps
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infsh app list --search flux
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infsh app list --search video
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# Run an app
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infsh app run falai/flux-dev-lora --input '{"prompt": "a cat astronaut"}' --json
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```
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## Local File Uploads
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The CLI automatically uploads local files when you provide a file path instead of a URL:
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```bash
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# Upscale a local image
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infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}' --json
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# Image-to-video from local file
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infsh app run falai/wan-2-5-i2v --input '{"image": "/path/to/image.png", "prompt": "make it come alive"}' --json
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# Video generation with local first frame
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infsh app run bytedance/seedance-1-5-pro --input '{"prompt": "dancing figure", "image": "./first-frame.png"}' --json
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```
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## Image Generation
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```bash
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# Gemini 2.5 Flash Image (Google) - fast, high quality
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infsh app run google/gemini-2-5-flash-image --input '{"prompt": "futuristic city", "num_images": 1}' --json
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# Gemini 3 Pro Image Preview (Google) - latest model
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infsh app run google/gemini-3-pro-image-preview --input '{"prompt": "photorealistic landscape"}' --json
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# Gemini 3.1 Flash Image Preview (Google)
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infsh app run google/gemini-3-1-flash-image-preview --input '{"prompt": "artistic portrait"}' --json
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# FLUX Dev with LoRA support
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infsh app run falai/flux-dev-lora --input '{"prompt": "sunset over mountains", "num_images": 1}' --json
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# FLUX 2 Klein with LoRA
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infsh app run falai/flux-2-klein-lora --input '{"prompt": "portrait photo"}' --json
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# Reve - stylized generation and editing
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infsh app run falai/reve --input '{"prompt": "cyberpunk city"}' --json
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# Seedream 5 Lite - high-quality 2K-3K (ByteDance)
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infsh app run bytedance/seedream-5-lite --input '{"prompt": "nature scene"}' --json
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# Seedream 4.5 - 2K-4K images
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infsh app run bytedance/seedream-4-5 --input '{"prompt": "detailed illustration"}' --json
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# Seedream 3.0 - cinematic quality
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infsh app run bytedance/seedream-3-0-t2i --input '{"prompt": "fantasy landscape"}' --json
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# Grok Imagine - xAI image generation
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infsh app run xai/grok-imagine-image --input '{"prompt": "abstract art"}' --json
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# Grok Imagine Pro - higher quality
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infsh app run xai/grok-imagine-image-pro --input '{"prompt": "photorealistic portrait"}' --json
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# Qwen Image 2 Pro (Alibaba)
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infsh app run alibaba/qwen-image-2-pro --input '{"prompt": "anime character"}' --json
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```
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## Video Generation
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```bash
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# Veo 3.1 Fast (Google)
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infsh app run google/veo-3-1-fast --input '{"prompt": "drone shot of coastline"}' --json
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# Veo 3.1 (higher quality)
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infsh app run google/veo-3-1 --input '{"prompt": "cinematic scene"}' --json
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# Veo 3 Fast
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infsh app run google/veo-3-fast --input '{"prompt": "nature documentary shot"}' --json
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# Veo 2
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infsh app run google/veo-2 --input '{"prompt": "slow motion water splash"}' --json
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# Grok Imagine Video - xAI
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infsh app run xai/grok-imagine-video --input '{"prompt": "timelapse of clouds"}' --json
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# Seedance 1.5 Pro - ByteDance
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infsh app run bytedance/seedance-1-5-pro --input '{"prompt": "dancing figure", "resolution": "1080p"}' --json
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# Seedance 1.0 Pro
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infsh app run bytedance/seedance-1-0-pro --input '{"prompt": "walking through forest"}' --json
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# Seedance 1.0 Pro Fast
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infsh app run bytedance/seedance-1-0-pro-fast --input '{"prompt": "quick motion"}' --json
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# Seedance 1.0 Lite - 720p lightweight
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infsh app run bytedance/seedance-1-0-lite --input '{"prompt": "simple animation"}' --json
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# Wan 2.5 - text-to-video
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infsh app run falai/wan-2-5 --input '{"prompt": "person walking through city"}' --json
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# Wan 2.5 Image-to-Video
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infsh app run falai/wan-2-5-i2v --input '{"image": "/path/to/image.png", "prompt": "make it move naturally"}' --json
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# LTX Video
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infsh app run infsh/ltx-video --input '{"prompt": "realistic scene"}' --json
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# Magi 1
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infsh app run infsh/magi-1 --input '{"prompt": "creative video"}' --json
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```
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## Avatar & Lipsync
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```bash
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# OmniHuman 1.5 - multi-character audio-driven avatars
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infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/audio.mp3", "image": "/path/to/face.jpg"}' --json
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# OmniHuman 1.0
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infsh app run bytedance/omnihuman-1-0 --input '{"audio": "/path/to/speech.wav", "image": "/path/to/portrait.png"}' --json
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# Fabric 1.0 - image animation
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infsh app run falai/fabric-1-0 --input '{"image": "/path/to/photo.jpg"}' --json
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# PixVerse Lipsync
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infsh app run falai/pixverse-lipsync --input '{"audio": "/path/to/audio.mp3", "video": "/path/to/video.mp4"}' --json
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```
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## Upscaling
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```bash
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# Topaz Image Upscaler - up to 4x
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infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}' --json
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# Topaz Video Upscaler
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infsh app run falai/topaz-video-upscaler --input '{"video": "/path/to/video.mp4"}' --json
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# Real-ESRGAN - image enhancement
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infsh app run infsh/real-esrgan --input '{"image": "/path/to/image.jpg"}' --json
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# Thera - upscale to any size
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infsh app run infsh/thera --input '{"image": "/path/to/image.jpg"}' --json
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```
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## LLMs (via OpenRouter)
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```bash
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# Claude Opus 4.6
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infsh app run openrouter/claude-opus-46 --input '{"prompt": "Explain quantum computing"}' --json
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# Claude Sonnet 4.5
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infsh app run openrouter/claude-sonnet-45 --input '{"prompt": "Write a poem"}' --json
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# Claude Haiku 4.5
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infsh app run openrouter/claude-haiku-45 --input '{"prompt": "Quick question"}' --json
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# Gemini 3 Pro Preview
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infsh app run openrouter/gemini-3-pro-preview --input '{"prompt": "Analyze this"}' --json
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# Kimi K2 Thinking
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infsh app run openrouter/kimi-k2-thinking --input '{"prompt": "Solve this step by step"}' --json
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# GLM 4.6
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infsh app run openrouter/glm-46 --input '{"prompt": "Help me with"}' --json
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# MiniMax M2.5
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infsh app run openrouter/minimax-m-25 --input '{"prompt": "Creative writing"}' --json
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# Intellect 3
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infsh app run openrouter/intellect-3 --input '{"prompt": "Research question"}' --json
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```
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## Web Search
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```bash
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# Tavily Search Assistant - comprehensive results
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infsh app run tavily/search-assistant --input '{"query": "latest AI news", "include_answer": true}' --json
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# Tavily Extract - get content from URLs
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infsh app run tavily/extract --input '{"urls": ["https://example.com"]}' --json
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# Exa Search - neural search
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infsh app run exa/search --input '{"query": "machine learning tutorials"}' --json
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# Exa Answer - LLM-powered answers
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infsh app run exa/answer --input '{"query": "what is transformers architecture"}' --json
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# Exa Extract - extract web content
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infsh app run exa/extract --input '{"url": "https://example.com"}' --json
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```
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## 3D Generation
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```bash
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# Rodin 3D Generator
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infsh app run infsh/rodin-3d-generator --input '{"prompt": "a wooden chair"}' --json
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# HunyuanImage to 3D
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infsh app run infsh/hunyuan-image-to-3d-2 --input '{"image": "/path/to/object.png"}' --json
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```
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## Text-to-Speech
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```bash
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# Kokoro TTS - lightweight
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infsh app run falai/kokoro-tts --input '{"text": "Hello, this is a test."}' --json
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# Dia TTS - realistic dialogue
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infsh app run falai/dia-tts --input '{"text": "Two characters talking"}' --json
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```
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## Twitter/X Automation
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```bash
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# Post a tweet
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infsh app run x/post-tweet --input '{"text": "Hello from AI!"}' --json
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# Create post with media
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infsh app run x/post-create --input '{"text": "Check this out", "media": "/path/to/image.jpg"}' --json
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# Send DM
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infsh app run x/dm-send --input '{"recipient_id": "123456", "text": "Hi there!"}' --json
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# Follow user
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infsh app run x/user-follow --input '{"user_id": "123456"}' --json
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# Like a post
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infsh app run x/post-like --input '{"post_id": "123456789"}' --json
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# Retweet
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infsh app run x/post-retweet --input '{"post_id": "123456789"}' --json
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# Get user profile
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infsh app run x/user-get --input '{"username": "elonmusk"}' --json
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# Get post
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infsh app run x/post-get --input '{"post_id": "123456789"}' --json
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# Delete post
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infsh app run x/post-delete --input '{"post_id": "123456789"}' --json
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```
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## Utilities
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```bash
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# Browser automation
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infsh app run infsh/agent-browser --function open --session new --input '{"url": "https://example.com"}' --json
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# Media merger - combine videos/images
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infsh app run infsh/media-merger --input '{"files": ["/path/to/video1.mp4", "/path/to/video2.mp4"]}' --json
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# Video audio extractor
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infsh app run infsh/video-audio-extractor --input '{"video": "/path/to/video.mp4"}' --json
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# Video audio merger
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infsh app run infsh/video-audio-merger --input '{"video": "/path/to/video.mp4", "audio": "/path/to/audio.mp3"}' --json
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# Caption videos
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infsh app run infsh/caption-videos --input '{"video": "/path/to/video.mp4"}' --json
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# Stitch images
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infsh app run infsh/stitch-images --input '{"images": ["/path/to/1.jpg", "/path/to/2.jpg"]}' --json
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# Python executor
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infsh app run infsh/python-executor --input '{"code": "print(2+2)"}' --json
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# HTML to image
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infsh app run infsh/html-to-image --input '{"html": "<h1>Hello</h1>"}' --json
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# NSFW detection
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infsh app run infsh/falconsai-nsfw-detection --input '{"image": "/path/to/image.jpg"}' --json
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# Media analyzer
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infsh app run infsh/media-analyzer --input '{"file": "/path/to/media.jpg"}' --json
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```
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## Common Patterns
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### Generate + Upscale Pipeline
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```bash
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# Generate image, capture URL, then upscale
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infsh app run falai/flux-dev-lora --input '{"prompt": "portrait photo"}' --json --save result.json
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# Extract URL and upscale (using jq)
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IMG=$(cat result.json | jq -r '.images[0].url')
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infsh app run falai/topaz-image-upscaler --input "{\"image\": \"$IMG\", \"upscale_factor\": 2}" --json
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```
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### Get App Schema
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```bash
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# See what inputs an app accepts
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infsh app get falai/flux-dev-lora
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# Generate sample input
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infsh app sample falai/flux-dev-lora
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# Save sample to file, edit, then run
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infsh app sample falai/flux-dev-lora --save input.json
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# edit input.json...
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infsh app run falai/flux-dev-lora --input input.json --json
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```
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### Long-running Tasks
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```bash
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# Start without waiting
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infsh app run google/veo-3-1 --input '{"prompt": "..."}' --no-wait
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# Check status later
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infsh task get <task-id>
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# Save result when done
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infsh task get <task-id> --save result.json
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```
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## Available Categories
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| Category | Apps |
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|----------|------|
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| **Image** | google/nano-banana, google/nano-banana-pro, google/nano-banana-2, falai/flux-dev-lora, bytedance/seedream-5-lite, falai/reve, xai/grok-imagine-image |
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| **Video** | google/veo-*, xai/grok-imagine-video, bytedance/seedance-*, falai/wan-2-5*, infsh/ltx-video, infsh/magi-1 |
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| **Avatar** | bytedance/omnihuman-*, falai/fabric-1-0, falai/pixverse-lipsync |
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| **Upscale** | falai/topaz-image-upscaler, falai/topaz-video-upscaler, infsh/real-esrgan, infsh/thera |
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| **LLMs** | openrouter/claude-*, openrouter/gemini-*, openrouter/kimi-*, openrouter/glm-* |
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| **Search** | tavily/search-assistant, tavily/extract, exa/search, exa/answer, exa/extract |
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| **3D** | infsh/rodin-3d-generator, infsh/hunyuan-image-to-3d-2 |
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| **TTS** | falai/kokoro-tts, falai/dia-tts |
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| **Social** | x/post-tweet, x/post-create, x/dm-send, x/user-follow, x/post-like, x/post-retweet |
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| **Utils** | infsh/agent-browser, infsh/media-merger, infsh/caption-videos, infsh/stitch-images |
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## Reference Files
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- [Authentication & Setup](references/authentication.md)
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- [Discovering Apps](references/app-discovery.md)
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- [Running Apps](references/running-apps.md)
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- [CLI Reference](references/cli-reference.md)
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## Documentation
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- [inference.sh Docs](https://inference.sh/docs)
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- [CLI Setup Guide](https://inference.sh/docs/extend/cli-setup)
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- [Apps Overview](https://inference.sh/docs/apps/overview)
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@ -1,112 +0,0 @@
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# Discovering Apps
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## List All Apps
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||||
|
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```bash
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infsh app list
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```
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## Pagination
|
||||
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```bash
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infsh app list --page 2
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```
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## Filter by Category
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```bash
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infsh app list --category image
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infsh app list --category video
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infsh app list --category audio
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infsh app list --category text
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infsh app list --category other
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```
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## Search
|
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```bash
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infsh app search "flux"
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infsh app search "video generation"
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infsh app search "tts" -l
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infsh app search "image" --category image
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```
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||||
|
||||
Or use the flag form:
|
||||
|
||||
```bash
|
||||
infsh app list --search "flux"
|
||||
infsh app list --search "video generation"
|
||||
infsh app list --search "tts"
|
||||
```
|
||||
|
||||
## Featured Apps
|
||||
|
||||
```bash
|
||||
infsh app list --featured
|
||||
```
|
||||
|
||||
## Newest First
|
||||
|
||||
```bash
|
||||
infsh app list --new
|
||||
```
|
||||
|
||||
## Detailed View
|
||||
|
||||
```bash
|
||||
infsh app list -l
|
||||
```
|
||||
|
||||
Shows table with app name, category, description, and featured status.
|
||||
|
||||
## Save to File
|
||||
|
||||
```bash
|
||||
infsh app list --save apps.json
|
||||
```
|
||||
|
||||
## Your Apps
|
||||
|
||||
List apps you've deployed:
|
||||
|
||||
```bash
|
||||
infsh app my
|
||||
infsh app my -l # detailed
|
||||
```
|
||||
|
||||
## Get App Details
|
||||
|
||||
```bash
|
||||
infsh app get falai/flux-dev-lora
|
||||
infsh app get falai/flux-dev-lora --json
|
||||
```
|
||||
|
||||
Shows full app info including input/output schema.
|
||||
|
||||
## Popular Apps by Category
|
||||
|
||||
### Image Generation
|
||||
- `falai/flux-dev-lora` - FLUX.2 Dev (high quality)
|
||||
- `falai/flux-2-klein-lora` - FLUX.2 Klein (fastest)
|
||||
- `infsh/sdxl` - Stable Diffusion XL
|
||||
- `google/gemini-3-pro-image-preview` - Gemini 3 Pro
|
||||
- `xai/grok-imagine-image` - Grok image generation
|
||||
|
||||
### Video Generation
|
||||
- `google/veo-3-1-fast` - Veo 3.1 Fast
|
||||
- `google/veo-3` - Veo 3
|
||||
- `bytedance/seedance-1-5-pro` - Seedance 1.5 Pro
|
||||
- `infsh/ltx-video-2` - LTX Video 2 (with audio)
|
||||
- `bytedance/omnihuman-1-5` - OmniHuman avatar
|
||||
|
||||
### Audio
|
||||
- `infsh/dia-tts` - Conversational TTS
|
||||
- `infsh/kokoro-tts` - Kokoro TTS
|
||||
- `infsh/fast-whisper-large-v3` - Fast transcription
|
||||
- `infsh/diffrythm` - Music generation
|
||||
|
||||
## Documentation
|
||||
|
||||
- [Browsing the Grid](https://inference.sh/docs/apps/browsing-grid) - Visual app browsing
|
||||
- [Apps Overview](https://inference.sh/docs/apps/overview) - Understanding apps
|
||||
- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps
|
||||
|
|
@ -1,59 +0,0 @@
|
|||
# Authentication & Setup
|
||||
|
||||
## Install the CLI
|
||||
|
||||
```bash
|
||||
curl -fsSL https://cli.inference.sh | sh
|
||||
```
|
||||
|
||||
## Login
|
||||
|
||||
```bash
|
||||
infsh login
|
||||
```
|
||||
|
||||
This opens a browser for authentication. After login, credentials are stored locally.
|
||||
|
||||
## Check Authentication
|
||||
|
||||
```bash
|
||||
infsh me
|
||||
```
|
||||
|
||||
Shows your user info if authenticated.
|
||||
|
||||
## Environment Variable
|
||||
|
||||
For CI/CD or scripts, set your API key:
|
||||
|
||||
```bash
|
||||
export INFSH_API_KEY=your-api-key
|
||||
```
|
||||
|
||||
The environment variable overrides the config file.
|
||||
|
||||
## Update CLI
|
||||
|
||||
```bash
|
||||
infsh update
|
||||
```
|
||||
|
||||
Or reinstall:
|
||||
|
||||
```bash
|
||||
curl -fsSL https://cli.inference.sh | sh
|
||||
```
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
| Error | Solution |
|
||||
|-------|----------|
|
||||
| "not authenticated" | Run `infsh login` |
|
||||
| "command not found" | Reinstall CLI or add to PATH |
|
||||
| "API key invalid" | Check `INFSH_API_KEY` or re-login |
|
||||
|
||||
## Documentation
|
||||
|
||||
- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
|
||||
- [API Authentication](https://inference.sh/docs/api/authentication) - API key management
|
||||
- [Secrets](https://inference.sh/docs/secrets/overview) - Managing credentials
|
||||
|
|
@ -1,104 +0,0 @@
|
|||
# CLI Reference
|
||||
|
||||
## Installation
|
||||
|
||||
```bash
|
||||
curl -fsSL https://cli.inference.sh | sh
|
||||
```
|
||||
|
||||
## Global Commands
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `infsh help` | Show help |
|
||||
| `infsh version` | Show CLI version |
|
||||
| `infsh update` | Update CLI to latest |
|
||||
| `infsh login` | Authenticate |
|
||||
| `infsh me` | Show current user |
|
||||
|
||||
## App Commands
|
||||
|
||||
### Discovery
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `infsh app list` | List available apps |
|
||||
| `infsh app list --category <cat>` | Filter by category (image, video, audio, text, other) |
|
||||
| `infsh app search <query>` | Search apps |
|
||||
| `infsh app list --search <query>` | Search apps (flag form) |
|
||||
| `infsh app list --featured` | Show featured apps |
|
||||
| `infsh app list --new` | Sort by newest |
|
||||
| `infsh app list --page <n>` | Pagination |
|
||||
| `infsh app list -l` | Detailed table view |
|
||||
| `infsh app list --save <file>` | Save to JSON file |
|
||||
| `infsh app my` | List your deployed apps |
|
||||
| `infsh app get <app>` | Get app details |
|
||||
| `infsh app get <app> --json` | Get app details as JSON |
|
||||
|
||||
### Execution
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `infsh app run <app> --input <file>` | Run app with input file |
|
||||
| `infsh app run <app> --input '<json>'` | Run with inline JSON |
|
||||
| `infsh app run <app> --input <file> --no-wait` | Run without waiting for completion |
|
||||
| `infsh app sample <app>` | Show sample input |
|
||||
| `infsh app sample <app> --save <file>` | Save sample to file |
|
||||
|
||||
## Task Commands
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `infsh task get <task-id>` | Get task status and result |
|
||||
| `infsh task get <task-id> --json` | Get task as JSON |
|
||||
| `infsh task get <task-id> --save <file>` | Save task result to file |
|
||||
|
||||
### Development
|
||||
|
||||
| Command | Description |
|
||||
|---------|-------------|
|
||||
| `infsh app init` | Create new app (interactive) |
|
||||
| `infsh app init <name>` | Create new app with name |
|
||||
| `infsh app test --input <file>` | Test app locally |
|
||||
| `infsh app deploy` | Deploy app |
|
||||
| `infsh app deploy --dry-run` | Validate without deploying |
|
||||
| `infsh app pull <id>` | Pull app source |
|
||||
| `infsh app pull --all` | Pull all your apps |
|
||||
|
||||
## Environment Variables
|
||||
|
||||
| Variable | Description |
|
||||
|----------|-------------|
|
||||
| `INFSH_API_KEY` | API key (overrides config) |
|
||||
|
||||
## Shell Completions
|
||||
|
||||
```bash
|
||||
# Bash
|
||||
infsh completion bash > /etc/bash_completion.d/infsh
|
||||
|
||||
# Zsh
|
||||
infsh completion zsh > "${fpath[1]}/_infsh"
|
||||
|
||||
# Fish
|
||||
infsh completion fish > ~/.config/fish/completions/infsh.fish
|
||||
```
|
||||
|
||||
## App Name Format
|
||||
|
||||
Apps use the format `namespace/app-name`:
|
||||
|
||||
- `falai/flux-dev-lora` - fal.ai's FLUX 2 Dev
|
||||
- `google/veo-3` - Google's Veo 3
|
||||
- `infsh/sdxl` - inference.sh's SDXL
|
||||
- `bytedance/seedance-1-5-pro` - ByteDance's Seedance
|
||||
- `xai/grok-imagine-image` - xAI's Grok
|
||||
|
||||
Version pinning: `namespace/app-name@version`
|
||||
|
||||
## Documentation
|
||||
|
||||
- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
|
||||
- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps via CLI
|
||||
- [Creating an App](https://inference.sh/docs/extend/creating-app) - Build your own apps
|
||||
- [Deploying](https://inference.sh/docs/extend/deploying) - Deploy apps to the cloud
|
||||
|
|
@ -1,171 +0,0 @@
|
|||
# Running Apps
|
||||
|
||||
## Basic Run
|
||||
|
||||
```bash
|
||||
infsh app run user/app-name --input input.json
|
||||
```
|
||||
|
||||
## Inline JSON
|
||||
|
||||
```bash
|
||||
infsh app run falai/flux-dev-lora --input '{"prompt": "a sunset over mountains"}'
|
||||
```
|
||||
|
||||
## Version Pinning
|
||||
|
||||
```bash
|
||||
infsh app run user/app-name@1.0.0 --input input.json
|
||||
```
|
||||
|
||||
## Local File Uploads
|
||||
|
||||
The CLI automatically uploads local files when you provide a file path instead of a URL. Any field that accepts a URL also accepts a local path:
|
||||
|
||||
```bash
|
||||
# Upscale a local image
|
||||
infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}'
|
||||
|
||||
# Image-to-video from local file
|
||||
infsh app run falai/wan-2-5-i2v --input '{"image": "./my-image.png", "prompt": "make it move"}'
|
||||
|
||||
# Avatar with local audio and image
|
||||
infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/speech.mp3", "image": "/path/to/face.jpg"}'
|
||||
|
||||
# Post tweet with local media
|
||||
infsh app run x/post-create --input '{"text": "Check this out!", "media": "./screenshot.png"}'
|
||||
```
|
||||
|
||||
Supported paths:
|
||||
- Absolute paths: `/home/user/images/photo.jpg`
|
||||
- Relative paths: `./image.png`, `../data/video.mp4`
|
||||
- Home directory: `~/Pictures/photo.jpg`
|
||||
|
||||
## Generate Sample Input
|
||||
|
||||
Before running, generate a sample input file:
|
||||
|
||||
```bash
|
||||
infsh app sample falai/flux-dev-lora
|
||||
```
|
||||
|
||||
Save to file:
|
||||
|
||||
```bash
|
||||
infsh app sample falai/flux-dev-lora --save input.json
|
||||
```
|
||||
|
||||
Then edit `input.json` and run:
|
||||
|
||||
```bash
|
||||
infsh app run falai/flux-dev-lora --input input.json
|
||||
```
|
||||
|
||||
## Workflow Example
|
||||
|
||||
### Image Generation with FLUX
|
||||
|
||||
```bash
|
||||
# 1. Get app details
|
||||
infsh app get falai/flux-dev-lora
|
||||
|
||||
# 2. Generate sample input
|
||||
infsh app sample falai/flux-dev-lora --save input.json
|
||||
|
||||
# 3. Edit input.json
|
||||
# {
|
||||
# "prompt": "a cat astronaut floating in space",
|
||||
# "num_images": 1,
|
||||
# "image_size": "landscape_16_9"
|
||||
# }
|
||||
|
||||
# 4. Run
|
||||
infsh app run falai/flux-dev-lora --input input.json
|
||||
```
|
||||
|
||||
### Video Generation with Veo
|
||||
|
||||
```bash
|
||||
# 1. Generate sample
|
||||
infsh app sample google/veo-3-1-fast --save input.json
|
||||
|
||||
# 2. Edit prompt
|
||||
# {
|
||||
# "prompt": "A drone shot flying over a forest at sunset"
|
||||
# }
|
||||
|
||||
# 3. Run
|
||||
infsh app run google/veo-3-1-fast --input input.json
|
||||
```
|
||||
|
||||
### Text-to-Speech
|
||||
|
||||
```bash
|
||||
# Quick inline run
|
||||
infsh app run falai/kokoro-tts --input '{"text": "Hello, this is a test."}'
|
||||
```
|
||||
|
||||
## Task Tracking
|
||||
|
||||
When you run an app, the CLI shows the task ID:
|
||||
|
||||
```
|
||||
Running falai/flux-dev-lora
|
||||
Task ID: abc123def456
|
||||
```
|
||||
|
||||
For long-running tasks, you can check status anytime:
|
||||
|
||||
```bash
|
||||
# Check task status
|
||||
infsh task get abc123def456
|
||||
|
||||
# Get result as JSON
|
||||
infsh task get abc123def456 --json
|
||||
|
||||
# Save result to file
|
||||
infsh task get abc123def456 --save result.json
|
||||
```
|
||||
|
||||
### Run Without Waiting
|
||||
|
||||
For very long tasks, run in background:
|
||||
|
||||
```bash
|
||||
# Submit and return immediately
|
||||
infsh app run google/veo-3 --input input.json --no-wait
|
||||
|
||||
# Check later
|
||||
infsh task get <task-id>
|
||||
```
|
||||
|
||||
## Output
|
||||
|
||||
The CLI returns the app output directly. For file outputs (images, videos, audio), you'll receive URLs to download.
|
||||
|
||||
Example output:
|
||||
|
||||
```json
|
||||
{
|
||||
"images": [
|
||||
{
|
||||
"url": "https://cloud.inference.sh/...",
|
||||
"content_type": "image/png"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
## Error Handling
|
||||
|
||||
| Error | Cause | Solution |
|
||||
|-------|-------|----------|
|
||||
| "invalid input" | Schema mismatch | Check `infsh app get` for required fields |
|
||||
| "app not found" | Wrong app name | Check `infsh app list --search` |
|
||||
| "quota exceeded" | Out of credits | Check account balance |
|
||||
|
||||
## Documentation
|
||||
|
||||
- [Running Apps](https://inference.sh/docs/apps/running) - Complete running apps guide
|
||||
- [Streaming Results](https://inference.sh/docs/api/sdk/streaming) - Real-time progress updates
|
||||
- [Setup Parameters](https://inference.sh/docs/apps/setup-parameters) - Configuring app inputs
|
||||
Loading…
Add table
Add a link
Reference in a new issue