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* docs: fix CPU image tag (latest, not latest-cpu) Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: use canonical localai/localai registry in models guide Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: replace dead llama-stable backend with llama-cpp Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: correct mitm-proxy intercept config and redaction tier Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: fix text-to-audio endpoint and broken notice block Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: fix VAD example, stale FAQ, broken link, CLI list, whats-new dump Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: render advanced/reference section indexes (consolidate _index) Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: remove duplicate getting-started build/kubernetes pages Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: fold container image reference into installation/containers Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: remove stale advanced fine-tuning page (superseded by features/fine-tuning) Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: fold distribution/longcat/sound pages into their parents Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: make getting-started index accurate and complete Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: carry one concrete model through the getting-started path Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add end-to-end 'build your first agent' walkthrough Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add runtime errors reference; consolidate troubleshooting from FAQ Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add agent actions catalog Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: agent-scoped MCP, skills walkthrough, agentic disambiguation Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add concrete gallery install lines to media feature pages Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: merge installation into getting-started (URLs preserved via aliases) Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add Operations section; move operator pages and P2P API reference Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: journey-ordered top nav and grouped feature sections Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: add docs-with-code process gate (PR template + agent instructions) Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs: remove em/en dashes from documentation prose Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
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5.0 KiB
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77 lines
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disableToc = false
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title = "Features"
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weight = 4
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icon = "lightbulb"
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type = "chapter"
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url = "/features/"
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LocalAI provides a comprehensive set of features for running AI models locally. The pages in this section are grouped by capability, and the left navigation is ordered to match these groups.
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## Text
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- **[Text Generation]({{% relref "features/text-generation" %}})** - Generate text with GPT-compatible models using various backends.
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- **[OpenAI Functions and tools]({{% relref "features/openai-functions" %}})** - Use function calling and the tools API with local models.
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- **[Constrained Grammars]({{% relref "features/constrained_grammars" %}})** - Control model output format with BNF grammars.
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- **[Interleaved thinking]({{% relref "features/interleaved-thinking" %}})** - Reasoning models that interleave thought and output.
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- **[Model aliases]({{% relref "features/model-aliases" %}})** - Expose one model under several names.
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- **[API discovery]({{% relref "features/api-discovery" %}})** - How LocalAI advertises its capability surface.
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## Agents
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- **[Agents]({{% relref "features/agents" %}})** - Autonomous AI agents with tools, knowledge base, and skills.
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- **[Agent Actions]({{% relref "features/agent-actions" %}})** - The catalog of actions an agent can run.
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- **[Model Context Protocol (MCP)]({{% relref "features/mcp" %}})** - Give a model external tools over MCP.
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- **[LocalAI Assistant]({{% relref "features/localai-assistant" %}})** - Chat to administer your LocalAI instance.
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## Audio
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- **[Audio to text]({{% relref "features/audio-to-text" %}})** - Transcribe audio to text.
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- **[Text to audio]({{% relref "features/text-to-audio" %}})** - Generate speech, music, and sound effects from text.
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- **[Audio classification]({{% relref "features/audio-classification" %}})** - Classify sounds and audio events.
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- **[Audio diarization]({{% relref "features/audio-diarization" %}})** - Separate speakers in an audio stream.
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- **[Audio transform]({{% relref "features/audio-transform" %}})** - Transform and process audio.
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- **[Voice Activity Detection]({{% relref "features/voice-activity-detection" %}})** - Detect speech segments in audio data.
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- **[Voice recognition]({{% relref "features/voice-recognition" %}})** - Identify speakers by voice.
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- **[Realtime API]({{% relref "features/openai-realtime" %}})** - Low-latency multi-modal conversations (voice and text) over WebSocket.
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## Vision
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- **[GPT Vision]({{% relref "features/gpt-vision" %}})** - Analyze and understand images with vision-language models.
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- **[Object detection]({{% relref "features/object-detection" %}})** - Detect and locate objects in images.
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- **[Face recognition]({{% relref "features/face-recognition" %}})** - Recognize faces in images.
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## Image and Video
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- **[Image Generation]({{% relref "features/image-generation" %}})** - Create images with Stable Diffusion and other diffusion models.
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- **[Video Generation]({{% relref "features/video-generation" %}})** - Generate videos from text, image, or audio conditioning, including LongCat and avatar workflows.
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## Retrieval
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- **[Embeddings]({{% relref "features/embeddings" %}})** - Generate vector embeddings for semantic search and RAG applications.
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- **[Reranker]({{% relref "features/reranker" %}})** - Improve retrieval accuracy with cross-encoder models.
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- **[Stores]({{% relref "features/stores" %}})** - Vector similarity search for embeddings.
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## Distributed and acceleration
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- **[Distributed inference]({{% relref "features/distributed_inferencing" %}})** - Scale inference across multiple nodes (P2P federation or production distributed mode).
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- **[Distributed mode]({{% relref "features/distributed-mode" %}})** - The production distributed deployment.
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- **[MLX distributed]({{% relref "features/mlx-distributed" %}})** - Distributed inference on Apple Silicon with MLX.
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- **[GPU Acceleration]({{% relref "features/GPU-acceleration" %}})** - Optimize performance with GPU support.
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## Platform and model management
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- **[Backends]({{% relref "features/backends" %}})** - Available backends and how to manage them.
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- **[Model Gallery]({{% relref "features/model-gallery" %}})** - Browse and install pre-configured models.
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- **[Runtime Settings]({{% relref "features/runtime-settings" %}})** - Configure application settings via the web UI without restarting.
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- **[Quantization]({{% relref "features/quantization" %}})** - Quantize models for smaller memory footprint.
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- **[Fine-tuning]({{% relref "features/fine-tuning" %}})** - Fine-tune models on your own data.
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- **[Authentication]({{% relref "features/authentication" %}})** - Protect the API with keys.
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For operator-facing runtime, proxy, and monitoring concerns (middleware, cloud and MITM proxies, backend monitor), see the [Operations]({{% relref "operations" %}}) section.
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## Getting Started
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To start using these features, make sure you have [LocalAI installed]({{% relref "getting-started/install" %}}) and have [downloaded some models]({{% relref "getting-started/models" %}}). Then explore the feature pages above to learn how to use each capability.
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