mirror of
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feat(gateway): skill-aware slash commands, paginated /commands, Telegram 100-cap (#3934)
* feat(gateway): skill-aware slash commands, paginated /commands, Telegram 100-cap Map active skills to Telegram's slash command menu so users can discover and invoke skills directly. Three changes: 1. Telegram menu now includes active skill commands alongside built-in commands, capped at 100 entries (Telegram Bot API limit). Overflow commands remain callable but hidden from the picker. Logged at startup when cap is hit. 2. New /commands [page] gateway command for paginated browsing of all commands + skills. /help now shows first 10 skill commands and points to /commands for the full list. 3. When a user types a slash command that matches a disabled or uninstalled skill, they get actionable guidance: - Disabled: 'Enable it with: hermes skills config' - Optional (not installed): 'Install with: hermes skills install official/<path>' Built on ideas from PR #3921 by @kshitijk4poor. * chore: move 21 niche skills to optional-skills Move specialized/niche skills from built-in (skills/) to optional (optional-skills/) to reduce the default skill count. Users can install them with: hermes skills install official/<category>/<name> Moved skills (21): - mlops: accelerate, chroma, faiss, flash-attention, hermes-atropos-environments, huggingface-tokenizers, instructor, lambda-labs, llava, nemo-curator, pinecone, pytorch-lightning, qdrant, saelens, simpo, slime, tensorrt-llm, torchtitan - research: domain-intel, duckduckgo-search - devops: inference-sh cli Built-in skills: 96 → 75 Optional skills: 22 → 43 * fix: only include repo built-in skills in Telegram menu, not user-installed User-installed skills (from hub or manually added) stay accessible via /skills and by typing the command directly, but don't get registered in the Telegram slash command picker. Only skills whose SKILL.md is under the repo's skills/ directory are included in the menu. This keeps the Telegram menu focused on the curated built-in set while user-installed skills remain discoverable through /skills and /commands.
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155
optional-skills/devops/cli/SKILL.md
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155
optional-skills/devops/cli/SKILL.md
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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, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedream, seedance, tavily"
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version: 1.0.0
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author: okaris
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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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related_skills: []
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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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All commands use the **terminal tool** to run `infsh` commands.
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## When to Use
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- User asks to generate images (FLUX, Reve, Seedream, Grok, Gemini image)
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- User asks to generate video (Veo, Wan, Seedance, OmniHuman)
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- User asks about inference.sh or infsh
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- User wants to run AI apps without managing individual provider APIs
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- User asks for AI-powered search (Tavily, Exa)
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- User needs avatar/lipsync generation
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## Prerequisites
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The `infsh` CLI must be installed and authenticated. Check with:
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```bash
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infsh me
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```
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If not installed:
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```bash
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curl -fsSL https://cli.inference.sh | sh
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infsh login
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```
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See `references/authentication.md` for full setup details.
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## Workflow
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### 1. Always Search First
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Never guess app names — always search to find the correct app ID:
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```bash
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infsh app list --search flux
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infsh app list --search video
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infsh app list --search image
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```
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### 2. Run an App
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Use the exact app ID from the search results. Always use `--json` for machine-readable output:
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```bash
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infsh app run <app-id> --input '{"prompt": "your prompt here"}' --json
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```
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### 3. Parse the Output
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The JSON output contains URLs to generated media. Present these to the user with `MEDIA:<url>` for inline display.
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## Common Commands
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### Image Generation
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```bash
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# Search for image apps
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infsh app list --search image
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# FLUX Dev with LoRA
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infsh app run falai/flux-dev-lora --input '{"prompt": "sunset over mountains", "num_images": 1}' --json
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# Gemini image generation
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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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# Seedream (ByteDance)
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infsh app run bytedance/seedream-5-lite --input '{"prompt": "nature scene"}' --json
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# Grok Imagine (xAI)
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infsh app run xai/grok-imagine-image --input '{"prompt": "abstract art"}' --json
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```
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### Video Generation
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```bash
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# Search for video apps
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infsh app list --search video
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# Veo 3.1 (Google)
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infsh app run google/veo-3-1-fast --input '{"prompt": "drone shot of coastline"}' --json
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# Seedance (ByteDance)
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infsh app run bytedance/seedance-1-5-pro --input '{"prompt": "dancing figure", "resolution": "1080p"}' --json
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# Wan 2.5
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infsh app run falai/wan-2-5 --input '{"prompt": "person walking through city"}' --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 path:
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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 move"}' --json
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# Avatar with audio
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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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```
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### Search & Research
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```bash
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infsh app list --search search
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infsh app run tavily/tavily-search --input '{"query": "latest AI news"}' --json
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infsh app run exa/exa-search --input '{"query": "machine learning papers"}' --json
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```
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### Other Categories
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```bash
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# 3D generation
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infsh app list --search 3d
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# Audio / TTS
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infsh app list --search tts
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# Twitter/X automation
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infsh app list --search twitter
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```
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## Pitfalls
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1. **Never guess app IDs** — always run `infsh app list --search <term>` first. App IDs change and new apps are added frequently.
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2. **Always use `--json`** — raw output is hard to parse. The `--json` flag gives structured output with URLs.
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3. **Check authentication** — if commands fail with auth errors, run `infsh login` or verify `INFSH_API_KEY` is set.
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4. **Long-running apps** — video generation can take 30-120 seconds. The terminal tool timeout should be sufficient, but warn the user it may take a moment.
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5. **Input format** — the `--input` flag takes a JSON string. Make sure to properly escape quotes.
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## Reference Docs
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- `references/authentication.md` — Setup, login, API keys
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- `references/app-discovery.md` — Searching and browsing the app catalog
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- `references/running-apps.md` — Running apps, input formats, output handling
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- `references/cli-reference.md` — Complete CLI command reference
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112
optional-skills/devops/cli/references/app-discovery.md
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112
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# Discovering Apps
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## List All Apps
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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:
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```bash
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infsh app list --search "flux"
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infsh app list --search "video generation"
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infsh app list --search "tts"
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```
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## Featured Apps
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```bash
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infsh app list --featured
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```
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## Newest First
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```bash
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infsh app list --new
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```
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## Detailed View
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```bash
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infsh app list -l
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```
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Shows table with app name, category, description, and featured status.
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## Save to File
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```bash
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infsh app list --save apps.json
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```
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## Your Apps
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List apps you've deployed:
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```bash
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infsh app my
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infsh app my -l # detailed
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```
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## Get App Details
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```bash
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infsh app get falai/flux-dev-lora
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infsh app get falai/flux-dev-lora --json
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```
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Shows full app info including input/output schema.
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## Popular Apps by Category
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### Image Generation
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- `falai/flux-dev-lora` - FLUX.2 Dev (high quality)
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- `falai/flux-2-klein-lora` - FLUX.2 Klein (fastest)
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- `infsh/sdxl` - Stable Diffusion XL
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- `google/gemini-3-pro-image-preview` - Gemini 3 Pro
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- `xai/grok-imagine-image` - Grok image generation
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### Video Generation
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- `google/veo-3-1-fast` - Veo 3.1 Fast
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- `google/veo-3` - Veo 3
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- `bytedance/seedance-1-5-pro` - Seedance 1.5 Pro
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- `infsh/ltx-video-2` - LTX Video 2 (with audio)
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- `bytedance/omnihuman-1-5` - OmniHuman avatar
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### Audio
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- `infsh/dia-tts` - Conversational TTS
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- `infsh/kokoro-tts` - Kokoro TTS
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- `infsh/fast-whisper-large-v3` - Fast transcription
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- `infsh/diffrythm` - Music generation
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## Documentation
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- [Browsing the Grid](https://inference.sh/docs/apps/browsing-grid) - Visual app browsing
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- [Apps Overview](https://inference.sh/docs/apps/overview) - Understanding apps
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- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps
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59
optional-skills/devops/cli/references/authentication.md
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59
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# Authentication & Setup
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## Install the CLI
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```bash
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curl -fsSL https://cli.inference.sh | sh
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```
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## Login
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```bash
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infsh login
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```
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This opens a browser for authentication. After login, credentials are stored locally.
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## Check Authentication
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```bash
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infsh me
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```
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Shows your user info if authenticated.
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## Environment Variable
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For CI/CD or scripts, set your API key:
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```bash
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export INFSH_API_KEY=your-api-key
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```
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The environment variable overrides the config file.
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## Update CLI
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```bash
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infsh update
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```
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Or reinstall:
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```bash
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curl -fsSL https://cli.inference.sh | sh
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```
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## Troubleshooting
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| Error | Solution |
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|-------|----------|
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| "not authenticated" | Run `infsh login` |
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| "command not found" | Reinstall CLI or add to PATH |
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| "API key invalid" | Check `INFSH_API_KEY` or re-login |
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## Documentation
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- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
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- [API Authentication](https://inference.sh/docs/api/authentication) - API key management
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- [Secrets](https://inference.sh/docs/secrets/overview) - Managing credentials
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104
optional-skills/devops/cli/references/cli-reference.md
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104
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# CLI Reference
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## Installation
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```bash
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curl -fsSL https://cli.inference.sh | sh
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```
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## Global Commands
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| Command | Description |
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|---------|-------------|
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| `infsh help` | Show help |
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| `infsh version` | Show CLI version |
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| `infsh update` | Update CLI to latest |
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| `infsh login` | Authenticate |
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| `infsh me` | Show current user |
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## App Commands
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### Discovery
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| Command | Description |
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|---------|-------------|
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| `infsh app list` | List available apps |
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| `infsh app list --category <cat>` | Filter by category (image, video, audio, text, other) |
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| `infsh app search <query>` | Search apps |
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| `infsh app list --search <query>` | Search apps (flag form) |
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| `infsh app list --featured` | Show featured apps |
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| `infsh app list --new` | Sort by newest |
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| `infsh app list --page <n>` | Pagination |
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| `infsh app list -l` | Detailed table view |
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| `infsh app list --save <file>` | Save to JSON file |
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| `infsh app my` | List your deployed apps |
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| `infsh app get <app>` | Get app details |
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| `infsh app get <app> --json` | Get app details as JSON |
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### Execution
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| Command | Description |
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|---------|-------------|
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| `infsh app run <app> --input <file>` | Run app with input file |
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| `infsh app run <app> --input '<json>'` | Run with inline JSON |
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| `infsh app run <app> --input <file> --no-wait` | Run without waiting for completion |
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| `infsh app sample <app>` | Show sample input |
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| `infsh app sample <app> --save <file>` | Save sample to file |
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## Task Commands
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| Command | Description |
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|---------|-------------|
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| `infsh task get <task-id>` | Get task status and result |
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| `infsh task get <task-id> --json` | Get task as JSON |
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| `infsh task get <task-id> --save <file>` | Save task result to file |
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### Development
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| Command | Description |
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|---------|-------------|
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| `infsh app init` | Create new app (interactive) |
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| `infsh app init <name>` | Create new app with name |
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| `infsh app test --input <file>` | Test app locally |
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| `infsh app deploy` | Deploy app |
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| `infsh app deploy --dry-run` | Validate without deploying |
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| `infsh app pull <id>` | Pull app source |
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| `infsh app pull --all` | Pull all your apps |
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## Environment Variables
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| Variable | Description |
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|----------|-------------|
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| `INFSH_API_KEY` | API key (overrides config) |
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## Shell Completions
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```bash
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# Bash
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infsh completion bash > /etc/bash_completion.d/infsh
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# Zsh
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infsh completion zsh > "${fpath[1]}/_infsh"
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# Fish
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infsh completion fish > ~/.config/fish/completions/infsh.fish
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```
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## App Name Format
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Apps use the format `namespace/app-name`:
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|
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- `falai/flux-dev-lora` - fal.ai's FLUX 2 Dev
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- `google/veo-3` - Google's Veo 3
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- `infsh/sdxl` - inference.sh's SDXL
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- `bytedance/seedance-1-5-pro` - ByteDance's Seedance
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- `xai/grok-imagine-image` - xAI's Grok
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|
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Version pinning: `namespace/app-name@version`
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|
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## Documentation
|
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|
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- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
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- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps via CLI
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- [Creating an App](https://inference.sh/docs/extend/creating-app) - Build your own apps
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- [Deploying](https://inference.sh/docs/extend/deploying) - Deploy apps to the cloud
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171
optional-skills/devops/cli/references/running-apps.md
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171
optional-skills/devops/cli/references/running-apps.md
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# Running Apps
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## Basic Run
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|
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```bash
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infsh app run user/app-name --input input.json
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```
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## Inline JSON
|
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|
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```bash
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infsh app run falai/flux-dev-lora --input '{"prompt": "a sunset over mountains"}'
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```
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## Version Pinning
|
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|
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```bash
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infsh app run user/app-name@1.0.0 --input input.json
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```
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## Local File Uploads
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|
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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:
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|
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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}'
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|
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# 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