diff --git a/deployment/gpu-inference/baseten.mdx b/deployment/gpu-inference/baseten.mdx index d2eb5137..cf69d56b 100644 --- a/deployment/gpu-inference/baseten.mdx +++ b/deployment/gpu-inference/baseten.mdx @@ -1,6 +1,6 @@ --- title: "Baseten" -description: "Baseten is an AI infrastructure platform for deploying and serving ML models with optimized inference, autoscaling, and multi-cloud support." +description: "Deploy Liquid AI LFM models on Baseten with optimized inference, autoscaling, and multi-cloud support." --- diff --git a/deployment/gpu-inference/fal.mdx b/deployment/gpu-inference/fal.mdx index bbccc093..84947428 100644 --- a/deployment/gpu-inference/fal.mdx +++ b/deployment/gpu-inference/fal.mdx @@ -1,6 +1,6 @@ --- title: "Fal" -description: "Fal is a serverless generative media platform offering lightning-fast inference for AI models for image, video, and audio generation." +description: "Deploy Liquid AI LFM models on Fal for serverless inference with fast autoscaling." --- diff --git a/deployment/gpu-inference/modal.mdx b/deployment/gpu-inference/modal.mdx index c0ae0699..541e0819 100644 --- a/deployment/gpu-inference/modal.mdx +++ b/deployment/gpu-inference/modal.mdx @@ -1,6 +1,6 @@ --- title: "Modal" -description: "Modal is a serverless cloud platform for running AI/ML workloads with instant autoscaling on GPUs and CPUs." +description: "Deploy Liquid AI LFM models on Modal with serverless GPU inference and instant autoscaling." --- diff --git a/deployment/gpu-inference/transformers.mdx b/deployment/gpu-inference/transformers.mdx index 38586984..1610829a 100644 --- a/deployment/gpu-inference/transformers.mdx +++ b/deployment/gpu-inference/transformers.mdx @@ -1,6 +1,6 @@ --- title: "Transformers" -description: "Transformers is a library for inference and training of pretrained models." +description: "Run Liquid AI LFM models with Hugging Face Transformers. Load, configure, and generate with LFM2.5 models in Python." --- diff --git a/deployment/on-device/atomic-chat.mdx b/deployment/on-device/atomic-chat.mdx index f730e535..4dde25eb 100644 --- a/deployment/on-device/atomic-chat.mdx +++ b/deployment/on-device/atomic-chat.mdx @@ -1,6 +1,6 @@ --- title: "Atomic Chat" -description: "Atomic Chat is a desktop and mobile app for running LLMs locally with a graphical user interface." +description: "Run Liquid AI LFM models locally with Atomic Chat, a desktop and mobile app with a graphical interface." --- diff --git a/deployment/on-device/llama-cpp.mdx b/deployment/on-device/llama-cpp.mdx index 4bfea3e0..1815dcce 100644 --- a/deployment/on-device/llama-cpp.mdx +++ b/deployment/on-device/llama-cpp.mdx @@ -1,6 +1,6 @@ --- title: "llama.cpp" -description: "llama.cpp is a C++ library for efficient LLM inference with minimal dependencies. It's designed for CPU-first inference with cross-platform support." +description: "Run Liquid AI LFM models locally with llama.cpp. Setup, GGUF downloads, and generation parameters for on-device inference." --- diff --git a/deployment/on-device/lm-studio.mdx b/deployment/on-device/lm-studio.mdx index f8099d24..99cbb27b 100644 --- a/deployment/on-device/lm-studio.mdx +++ b/deployment/on-device/lm-studio.mdx @@ -1,6 +1,6 @@ --- title: "LM Studio" -description: "LM Studio is a desktop application for running LLMs locally with a graphical interface." +description: "Run Liquid AI LFM models in LM Studio. Download GGUF models and start generating with a graphical interface." --- diff --git a/deployment/on-device/mlx.mdx b/deployment/on-device/mlx.mdx index 462f4782..1849b161 100644 --- a/deployment/on-device/mlx.mdx +++ b/deployment/on-device/mlx.mdx @@ -1,6 +1,6 @@ --- title: "MLX" -description: "MLX is Apple's machine learning framework optimized for Apple Silicon. It provides efficient inference on Mac devices with M-series chips (M1, M2, M3, M4) using Metal acceleration for GPU computing." +description: "Run Liquid AI LFM models on Apple Silicon with MLX. Setup, model downloads, and Metal-accelerated inference on M-series chips." --- diff --git a/deployment/on-device/ollama.mdx b/deployment/on-device/ollama.mdx index 52b45832..ca7304c5 100644 --- a/deployment/on-device/ollama.mdx +++ b/deployment/on-device/ollama.mdx @@ -1,6 +1,6 @@ --- title: "Ollama" -description: "Ollama is a command-line tool for running LLMs locally with a simple interface. It provides easy model management and serving with an OpenAI-compatible API." +description: "Deploy Liquid AI LFM models with Ollama. Pull, configure, and serve LFM2.5 models locally with an OpenAI-compatible API." --- diff --git a/deployment/on-device/onnx.mdx b/deployment/on-device/onnx.mdx index 9cf5cf76..517c0ba5 100644 --- a/deployment/on-device/onnx.mdx +++ b/deployment/on-device/onnx.mdx @@ -1,6 +1,6 @@ --- title: "ONNX" -description: "ONNX provides a platform-agnostic inference specification that allows running the model on device-specific runtimes that include CPU, GPU, NPU, and WebGPU." +description: "Run Liquid AI LFM models with ONNX Runtime on CPU, GPU, NPU, and WebGPU for cross-platform on-device inference." --- diff --git a/deployment/tools/model-bundling/changelog.mdx b/deployment/tools/model-bundling/changelog.mdx index 5a784c02..e8e46058 100644 --- a/deployment/tools/model-bundling/changelog.mdx +++ b/deployment/tools/model-bundling/changelog.mdx @@ -1,5 +1,6 @@ --- title: "Changelog" +description: "Release history for leap-bundle, the Liquid AI model bundling CLI tool." --- ## `v0.9.0` - 2026-01-02 diff --git a/docs.json b/docs.json index 2c3a5b83..d43b2732 100644 --- a/docs.json +++ b/docs.json @@ -32,6 +32,10 @@ "vscode" ] }, + "metadata": { + "og:site_name": "Liquid AI Docs", + "twitter:card": "summary" + }, "favicon": "/favicon.svg", "logo": { "light": "/logo/light.svg", diff --git a/examples/android/leap-koog-agent.mdx b/examples/android/leap-koog-agent.mdx index 4cd375be..93a94e0a 100644 --- a/examples/android/leap-koog-agent.mdx +++ b/examples/android/leap-koog-agent.mdx @@ -1,5 +1,6 @@ --- title: "Build AI Agents with Koog Framework on Android" +description: "Build on-device AI agents on Android using the Koog framework with Liquid AI LFM models, supporting tool calling and MCP." --- diff --git a/examples/android/recipe-generator-constrained-output.mdx b/examples/android/recipe-generator-constrained-output.mdx index 160e1899..3b8a7661 100644 --- a/examples/android/recipe-generator-constrained-output.mdx +++ b/examples/android/recipe-generator-constrained-output.mdx @@ -1,5 +1,6 @@ --- title: "Generate Structured Recipes with Constrained Output" +description: "Android app demonstrating constrained JSON generation to produce structured recipe output using a Liquid AI LFM model on-device." --- diff --git a/examples/android/slogan-generator.mdx b/examples/android/slogan-generator.mdx index cd4364a9..99dc8ab1 100644 --- a/examples/android/slogan-generator.mdx +++ b/examples/android/slogan-generator.mdx @@ -1,5 +1,6 @@ --- title: "Product Slogan Generator with LeapSDK" +description: "Simple Android app for on-device text generation using a Liquid AI LFM model to create product slogans." --- diff --git a/examples/android/vision-language-model-example.mdx b/examples/android/vision-language-model-example.mdx index 896069bf..b7753052 100644 --- a/examples/android/vision-language-model-example.mdx +++ b/examples/android/vision-language-model-example.mdx @@ -1,5 +1,6 @@ --- title: "Image Understanding with Vision Language Models" +description: "Android app for on-device image understanding and visual Q&A using LFM2.5-VL-1.6B with Jetpack Compose." --- diff --git a/examples/android/web-content-summarizer.mdx b/examples/android/web-content-summarizer.mdx index 99bcfe23..fc3273b9 100644 --- a/examples/android/web-content-summarizer.mdx +++ b/examples/android/web-content-summarizer.mdx @@ -1,5 +1,6 @@ --- title: "Web Content Summarizer for Android" +description: "Android app that summarizes web pages on-device using a Liquid AI LFM model, with no cloud dependencies." --- diff --git a/examples/customize-models/car-maker-identification.mdx b/examples/customize-models/car-maker-identification.mdx index d413ada6..9fcaeb82 100644 --- a/examples/customize-models/car-maker-identification.mdx +++ b/examples/customize-models/car-maker-identification.mdx @@ -1,5 +1,6 @@ --- title: "Fine tuning LFM2-VL to identify car makers from images" +description: "Fine-tune LFM2-VL to identify car makers from images using structured output, LoRA, and an evaluation pipeline." --- diff --git a/examples/customize-models/home-assistant.mdx b/examples/customize-models/home-assistant.mdx index 43593e2f..ab0dd120 100644 --- a/examples/customize-models/home-assistant.mdx +++ b/examples/customize-models/home-assistant.mdx @@ -1,5 +1,6 @@ --- title: "Fine-tuning LFM for a local Home Assistant" +description: "End-to-end guide to fine-tuning and deploying a local home assistant with Liquid AI LFM models, covering prototyping, synthetic data, and tool calling." --- diff --git a/examples/customize-models/satellite-vlm.mdx b/examples/customize-models/satellite-vlm.mdx index 40a7bf24..865b516a 100644 --- a/examples/customize-models/satellite-vlm.mdx +++ b/examples/customize-models/satellite-vlm.mdx @@ -1,5 +1,6 @@ --- title: "Fine-Tune a Vision-Language Model on Satellite Imagery" +description: "Fine-tune LFM2.5-VL-450M on satellite imagery for visual question answering, grounding, and captioning with leap-finetune." --- diff --git a/examples/customize-models/wildfire-prevention.mdx b/examples/customize-models/wildfire-prevention.mdx index 1dd23d69..d0385fed 100644 --- a/examples/customize-models/wildfire-prevention.mdx +++ b/examples/customize-models/wildfire-prevention.mdx @@ -1,5 +1,6 @@ --- title: "Build a Wildfire Prevention System with a Compact VLM" +description: "Build an on-satellite wildfire detection system using Sentinel-2 imagery and LFM2.5-VL-450M for in-orbit inference." --- diff --git a/examples/index.mdx b/examples/index.mdx index fb32af77..7ee3bb60 100644 --- a/examples/index.mdx +++ b/examples/index.mdx @@ -1,5 +1,6 @@ --- title: "Examples Library" +description: "Browse example projects and tutorials built with Liquid AI LFM models across laptop, Android, web, and fine-tuning use cases." --- ## Laptop diff --git a/examples/laptop-examples/audio-car-cockpit.mdx b/examples/laptop-examples/audio-car-cockpit.mdx index 65462e4d..b8519eb6 100644 --- a/examples/laptop-examples/audio-car-cockpit.mdx +++ b/examples/laptop-examples/audio-car-cockpit.mdx @@ -1,5 +1,6 @@ --- title: "Audio car cockpit demo" +description: "Voice-controlled car cockpit demo combining LFM2.5-Audio for speech and LFM2 for tool calling, running entirely local." --- diff --git a/examples/laptop-examples/audio-to-text-in-real-time.mdx b/examples/laptop-examples/audio-to-text-in-real-time.mdx index 2b88c587..95f8e151 100644 --- a/examples/laptop-examples/audio-to-text-in-real-time.mdx +++ b/examples/laptop-examples/audio-to-text-in-real-time.mdx @@ -1,5 +1,6 @@ --- title: "Audio transcription in real-time" +description: "Real-time audio transcription using LFM2.5-Audio-1.5B with llama.cpp, running fully local on your machine." --- diff --git a/examples/laptop-examples/browser-control.mdx b/examples/laptop-examples/browser-control.mdx index f076a577..0aeee794 100644 --- a/examples/laptop-examples/browser-control.mdx +++ b/examples/laptop-examples/browser-control.mdx @@ -1,5 +1,6 @@ --- title: "Browser control with GRPO reinforcement learning" +description: "Train a Liquid AI LFM model for web automation using GRPO reinforcement learning with BrowserGym environments." --- diff --git a/examples/laptop-examples/build-a-game-with-decision-models.mdx b/examples/laptop-examples/build-a-game-with-decision-models.mdx index e47e0eca..8179dfdc 100644 --- a/examples/laptop-examples/build-a-game-with-decision-models.mdx +++ b/examples/laptop-examples/build-a-game-with-decision-models.mdx @@ -1,5 +1,6 @@ --- title: "Build a game with decision models" +description: "Build a pixel-art survival racer where Liquid AI decision models choose the safest lane in real time via structured classification." --- diff --git a/examples/laptop-examples/flight-search-assistant.mdx b/examples/laptop-examples/flight-search-assistant.mdx index 11a39333..ae1eeda6 100644 --- a/examples/laptop-examples/flight-search-assistant.mdx +++ b/examples/laptop-examples/flight-search-assistant.mdx @@ -1,5 +1,6 @@ --- title: "Flight search assistant with tool calling" +description: "CLI flight search assistant using LFM2.5-1.2B-Thinking for multi-step reasoning and tool calling to search and book flights." --- diff --git a/examples/laptop-examples/invoice-extractor-tool-with-liquid-nanos.mdx b/examples/laptop-examples/invoice-extractor-tool-with-liquid-nanos.mdx index 6b9508e3..57d76d1f 100644 --- a/examples/laptop-examples/invoice-extractor-tool-with-liquid-nanos.mdx +++ b/examples/laptop-examples/invoice-extractor-tool-with-liquid-nanos.mdx @@ -1,5 +1,6 @@ --- title: "Invoice extractor tool" +description: "Extract structured payment details from invoice PDFs using LFM2.5-VL-1.6B and llama.cpp, running fully local." --- diff --git a/examples/laptop-examples/lfm2-english-to-korean.mdx b/examples/laptop-examples/lfm2-english-to-korean.mdx index 7b666837..ab1129e5 100644 --- a/examples/laptop-examples/lfm2-english-to-korean.mdx +++ b/examples/laptop-examples/lfm2-english-to-korean.mdx @@ -1,5 +1,6 @@ --- title: "Bidirectional English to Korean translation CLI" +description: "CLI translation tool using a fine-tuned Liquid AI LFM2 model for bidirectional English-Korean translation with automatic language detection." --- diff --git a/examples/laptop-examples/meeting-summarization.mdx b/examples/laptop-examples/meeting-summarization.mdx index 915a596b..ca2dcd73 100644 --- a/examples/laptop-examples/meeting-summarization.mdx +++ b/examples/laptop-examples/meeting-summarization.mdx @@ -1,5 +1,6 @@ --- title: "Meeting summarization CLI" +description: "Summarize meeting transcripts locally using LFM2-2.6B-Transcript and llama.cpp with no cloud dependencies." --- diff --git a/examples/web/audio-webgpu-demo.mdx b/examples/web/audio-webgpu-demo.mdx index e1eca733..c108710a 100644 --- a/examples/web/audio-webgpu-demo.mdx +++ b/examples/web/audio-webgpu-demo.mdx @@ -1,5 +1,6 @@ --- title: "LFM2.5-Audio browser demo with WebGPU" +description: "Run LFM2.5-Audio-1.5B in the browser with WebGPU for speech recognition, text-to-speech, and audio conversations, fully client-side." --- diff --git a/examples/web/hand-voice-racer.mdx b/examples/web/hand-voice-racer.mdx index 0f770f96..5aaac370 100644 --- a/examples/web/hand-voice-racer.mdx +++ b/examples/web/hand-voice-racer.mdx @@ -1,5 +1,6 @@ --- title: "Hand & Voice Racer" +description: "Browser-based driving game controlled by hand gestures and voice commands using LFM2.5-Audio, running entirely client-side with WebGPU." --- diff --git a/examples/web/vl-webgpu-demo.mdx b/examples/web/vl-webgpu-demo.mdx index a9c26713..c6ebb70c 100644 --- a/examples/web/vl-webgpu-demo.mdx +++ b/examples/web/vl-webgpu-demo.mdx @@ -1,5 +1,6 @@ --- title: "Real-time video captioning with LFM2.5-VL-1.6B and WebGPU" +description: "Run LFM2.5-VL-1.6B in the browser with WebGPU for real-time, private video captioning with no server required." ---