[
  {
    "id": "groq",
    "name": "Groq",
    "url": "https://console.groq.com",
    "category": "llm",
    "kind": "free-tier",
    "card": "no",
    "summary": "Hosted LLM and speech APIs; gpt-oss models are listed in the current free plan.",
    "limits": "Model-specific request AND token limits; read the console before sizing a workload.",
    "source": "https://console.groq.com/docs/rate-limits",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "api",
      "gpt-oss",
      "speech"
    ]
  },
  {
    "id": "google-ai-studio",
    "name": "Google AI Studio",
    "url": "https://aistudio.google.com",
    "category": "llm",
    "kind": "free-tier",
    "card": "no",
    "summary": "Gemini text and multimodal prototyping on eligible free-tier models.",
    "limits": "Model, region and project quotas vary. Free-tier content may improve Google products.",
    "source": "https://ai.google.dev/gemini-api/docs/pricing",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "api",
      "vision",
      "gemini"
    ]
  },
  {
    "id": "mistral-ai",
    "name": "Mistral AI",
    "url": "https://mistral.ai",
    "category": "llm",
    "kind": "free-tier",
    "card": "unknown",
    "summary": "Mistral Studio Free access for experimentation; inspect available models in your account.",
    "limits": "Account and model limits apply; free access is not a production capacity promise.",
    "source": "https://mistral.ai/pricing/",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "cohere",
    "name": "Cohere",
    "url": "https://cohere.com",
    "category": "llm",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://cohere.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "together-ai",
    "name": "Together AI",
    "url": "https://together.ai",
    "category": "llm",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://together.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "cerebras",
    "name": "Cerebras",
    "url": "https://cerebras.ai",
    "category": "llm",
    "kind": "free-tier",
    "card": "unknown",
    "summary": "Hosted inference with a documented free tier.",
    "limits": "Lower free-tier rate limits; consult current model and context availability.",
    "source": "https://inference-docs.cerebras.ai/support/pricing",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "cloudflare-workers-ai",
    "name": "Cloudflare Workers AI",
    "url": "https://developers.cloudflare.com/workers-ai",
    "category": "llm",
    "kind": "free-tier",
    "card": "conditional",
    "summary": "Edge inference with a daily free compute allocation on supported models.",
    "limits": "10,000 neurons/day; some models require a paid plan or prepaid credits.",
    "source": "https://developers.cloudflare.com/workers-ai/platform/pricing/",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "api",
      "edge"
    ]
  },
  {
    "id": "hugging-face-inference",
    "name": "Hugging Face Inference",
    "url": "https://huggingface.co/inference-api",
    "category": "llm",
    "kind": "paid",
    "card": "conditional",
    "summary": "Inference Providers no longer includes monthly credits for free accounts.",
    "limits": "Free users must buy credits or upgrade; kept here to prevent outdated recommendations.",
    "source": "https://huggingface.co/docs/inference-providers/pricing",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "novita-ai",
    "name": "Novita AI",
    "url": "https://novita.ai",
    "category": "llm",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://novita.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "openrouter",
    "name": "OpenRouter",
    "url": "https://openrouter.ai",
    "category": "llm",
    "kind": "free-tier",
    "card": "no",
    "summary": "One API for rotating free models; useful for comparing providers.",
    "limits": "Free plan: 50 requests/day. Model availability and upstream limits vary.",
    "source": "https://openrouter.ai/pricing/",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "api",
      "router"
    ]
  },
  {
    "id": "stable-diffusion-local",
    "name": "Stable Diffusion (Local)",
    "url": "https://github.com/AUTOMATIC1111/stable-diffusion-webui",
    "category": "image",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://github.com/AUTOMATIC1111/stable-diffusion-webui",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "leonardo-ai",
    "name": "Leonardo.ai",
    "url": "https://leonardo.ai",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://leonardo.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "adobe-firefly",
    "name": "Adobe Firefly",
    "url": "https://firefly.adobe.com",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://firefly.adobe.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "ideogram",
    "name": "Ideogram",
    "url": "https://ideogram.ai",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://ideogram.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "flux-via-replicate",
    "name": "Flux (via Replicate)",
    "url": "https://replicate.com",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://replicate.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "kling-ai",
    "name": "Kling AI",
    "url": "https://klingai.com",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://klingai.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "hailuo-ai",
    "name": "Hailuo AI",
    "url": "https://hailuoai.com",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://hailuoai.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "craiyon",
    "name": "Craiyon",
    "url": "https://www.craiyon.com",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://www.craiyon.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "pika-labs",
    "name": "Pika Labs",
    "url": "https://pika.art",
    "category": "image",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://pika.art",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "hugging-face-spaces",
    "name": "Hugging Face Spaces",
    "url": "https://huggingface.co/spaces",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://huggingface.co/spaces",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "google-colab",
    "name": "Google Colab",
    "url": "https://colab.research.google.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://colab.research.google.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "modal",
    "name": "Modal",
    "url": "https://modal.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://modal.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "vercel",
    "name": "Vercel",
    "url": "https://vercel.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://vercel.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "railway",
    "name": "Railway",
    "url": "https://railway.app",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://railway.app",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "render",
    "name": "Render",
    "url": "https://render.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://render.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "replicate",
    "name": "Replicate",
    "url": "https://replicate.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://replicate.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "cloudflare-workers",
    "name": "Cloudflare Workers",
    "url": "https://workers.cloudflare.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://workers.cloudflare.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "kaggle-notebooks",
    "name": "Kaggle Notebooks",
    "url": "https://kaggle.com",
    "category": "hosting",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://kaggle.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "ollama",
    "name": "Ollama",
    "url": "https://ollama.com",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Run supported models locally; choose local model tags for offline use.",
    "limits": "Hardware, storage and model licenses apply; cloud offerings are separate.",
    "source": "https://github.com/ollama/ollama",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "lm-studio",
    "name": "LM Studio",
    "url": "https://lmstudio.ai",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://lmstudio.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "comfyui",
    "name": "ComfyUI",
    "url": "https://github.com/comfyanonymous/ComfyUI",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Build local image and video workflows with a node editor.",
    "limits": "Hardware, storage and model licenses apply; cloud offerings are separate.",
    "source": "https://github.com/Comfy-Org/ComfyUI",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "whisper-local",
    "name": "Whisper (local)",
    "url": "https://github.com/openai/whisper",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://github.com/openai/whisper",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "anything-llm",
    "name": "Anything LLM",
    "url": "https://anythingllm.com",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://anythingllm.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "localai",
    "name": "LocalAI",
    "url": "https://localai.io",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://localai.io",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "jan-ai",
    "name": "Jan.ai",
    "url": "https://jan.ai",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://jan.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "open-webui",
    "name": "Open WebUI",
    "url": "https://github.com/open-webui/open-webui",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local software; model licenses, hardware and electricity costs apply.",
    "limits": "Your hardware and selected model license.",
    "source": "https://github.com/open-webui/open-webui",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "supabase-pgvector",
    "name": "Supabase pgvector",
    "url": "https://supabase.com",
    "category": "rag",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://supabase.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "pinecone",
    "name": "Pinecone",
    "url": "https://pinecone.io",
    "category": "rag",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://pinecone.io",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "weaviate-cloud",
    "name": "Weaviate Cloud",
    "url": "https://weaviate.io",
    "category": "rag",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://weaviate.io",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "cohere-embed",
    "name": "Cohere Embed",
    "url": "https://cohere.com",
    "category": "rag",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://cohere.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "nomic-embed",
    "name": "Nomic Embed",
    "url": "https://nomic.ai",
    "category": "rag",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://nomic.ai",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "chroma-local",
    "name": "Chroma (local)",
    "url": "https://trychroma.com",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Local vector storage for document search and RAG.",
    "limits": "Hardware, storage and model licenses apply; cloud offerings are separate.",
    "source": "https://github.com/chroma-core/chroma",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "deepgram",
    "name": "Deepgram",
    "url": "https://deepgram.com",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://deepgram.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "elevenlabs",
    "name": "ElevenLabs",
    "url": "https://elevenlabs.io",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://elevenlabs.io",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "whisper-openai",
    "name": "Whisper (OpenAI)",
    "url": "https://openai.com/research/whisper",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://openai.com/research/whisper",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "suno",
    "name": "Suno",
    "url": "https://suno.com",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://suno.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "udio",
    "name": "Udio",
    "url": "https://udio.com",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://udio.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "assemblyai",
    "name": "AssemblyAI",
    "url": "https://assemblyai.com",
    "category": "audio",
    "kind": "unconfirmed",
    "card": "unknown",
    "summary": "Carried over from the original directory; current free access needs review.",
    "limits": "Do not rely on the previous quota until rechecked.",
    "source": "https://assemblyai.com",
    "reviewed": null,
    "verification": "needs-review",
    "tags": []
  },
  {
    "id": "qwen3",
    "name": "Qwen3",
    "url": "https://github.com/QwenLM/Qwen3",
    "category": "models",
    "kind": "local",
    "card": "no",
    "summary": "Open-weight multilingual reasoning models; includes Arabic and regional dialects.",
    "limits": "Apache-2.0 Qwen3 releases; choose a size your hardware supports.",
    "source": "https://github.com/QwenLM/Qwen3",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "arabic",
      "multilingual",
      "reasoning"
    ]
  },
  {
    "id": "llama-cpp",
    "name": "llama.cpp",
    "url": "https://github.com/ggml-org/llama.cpp",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Run GGUF models with CPU and supported GPU backends.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/ggml-org/llama.cpp",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "mlx-lm",
    "name": "MLX LM",
    "url": "https://github.com/ml-explore/mlx-lm",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Local inference and fine-tuning on Apple silicon.",
    "limits": "Requires compatible Apple hardware and sufficient memory.",
    "source": "https://github.com/ml-explore/mlx-lm",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "mac",
      "apple"
    ]
  },
  {
    "id": "vllm",
    "name": "vLLM",
    "url": "https://github.com/vllm-project/vllm",
    "category": "hosting",
    "kind": "local",
    "card": "no",
    "summary": "Self-host an inference server for supported models.",
    "limits": "GPU/server costs and model compatibility apply.",
    "source": "https://github.com/vllm-project/vllm",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "server",
      "api"
    ]
  },
  {
    "id": "aider",
    "name": "Aider",
    "url": "https://aider.chat/docs/faq.html",
    "category": "coding",
    "kind": "local",
    "card": "no",
    "summary": "Terminal coding assistant that works with your Git repository.",
    "limits": "Assistant software is open source; chosen local models or API providers have their own costs.",
    "source": "https://aider.chat/docs/faq.html",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "coding",
      "terminal"
    ]
  },
  {
    "id": "continue",
    "name": "Continue",
    "url": "https://github.com/continuedev/continue",
    "category": "coding",
    "kind": "local",
    "card": "no",
    "summary": "Open-source coding agent with configurable model providers.",
    "limits": "Use local inference for local-only operation; hosted plans and API calls are separate.",
    "source": "https://github.com/continuedev/continue",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "coding",
      "agent"
    ]
  },
  {
    "id": "docling",
    "name": "Docling",
    "url": "https://github.com/docling-project/docling",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Convert documents into structured data for retrieval pipelines.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/docling-project/docling",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "markitdown",
    "name": "MarkItDown",
    "url": "https://github.com/microsoft/markitdown",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Convert office documents and other files into Markdown.",
    "limits": "Optional AI integrations may call paid services; inspect configuration.",
    "source": "https://github.com/microsoft/markitdown",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "qdrant-local",
    "name": "Qdrant (local)",
    "url": "https://github.com/qdrant/qdrant",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Self-host vector search for semantic retrieval.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/qdrant/qdrant",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "pgvector",
    "name": "pgvector",
    "url": "https://github.com/pgvector/pgvector",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Add vector similarity search to your own Postgres database.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/pgvector/pgvector",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "sentence-transformers",
    "name": "Sentence Transformers",
    "url": "https://github.com/huggingface/sentence-transformers",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Local embeddings and reranking with a choice of model families.",
    "limits": "Each downloaded model has its own license and hardware requirements.",
    "source": "https://github.com/huggingface/sentence-transformers",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "embeddings",
      "multilingual"
    ]
  },
  {
    "id": "embeddinggemma",
    "name": "EmbeddingGemma",
    "url": "https://deepmind.google/models/gemma/embeddinggemma/",
    "category": "models",
    "kind": "local",
    "card": "no",
    "summary": "Compact multilingual embedding model for on-device retrieval.",
    "limits": "Gemma terms and model download conditions apply; local compute required.",
    "source": "https://deepmind.google/models/gemma/embeddinggemma/",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "embeddings",
      "multilingual"
    ]
  },
  {
    "id": "flux-1-schnell",
    "name": "FLUX.1 schnell",
    "url": "https://github.com/black-forest-labs/flux/blob/main/README.md",
    "category": "image",
    "kind": "local",
    "card": "no",
    "summary": "Downloadable text-to-image model for local workflows.",
    "limits": "The schnell variant uses Apache-2.0; other FLUX variants have different licenses.",
    "source": "https://github.com/black-forest-labs/flux/blob/main/README.md",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "image",
      "weights"
    ]
  },
  {
    "id": "whisper-cpp",
    "name": "whisper.cpp",
    "url": "https://github.com/ggml-org/whisper.cpp",
    "category": "audio",
    "kind": "local",
    "card": "no",
    "summary": "Local speech recognition in C/C++ with multiple hardware backends.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/ggml-org/whisper.cpp",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "faster-whisper",
    "name": "faster-whisper",
    "url": "https://github.com/SYSTRAN/faster-whisper",
    "category": "audio",
    "kind": "local",
    "card": "no",
    "summary": "Local Whisper inference using CTranslate2.",
    "limits": "Software is free to self-host; hardware, hosting and model/API costs may apply.",
    "source": "https://github.com/SYSTRAN/faster-whisper",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "qwen3-asr",
    "name": "Qwen3-ASR",
    "url": "https://github.com/QwenLM/Qwen3-ASR",
    "category": "audio",
    "kind": "local",
    "card": "no",
    "summary": "Multilingual speech recognition with language detection.",
    "limits": "Check supported languages and hardware in the model card.",
    "source": "https://github.com/QwenLM/Qwen3-ASR",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "arabic",
      "speech",
      "multilingual"
    ]
  },
  {
    "id": "qwen3-tts",
    "name": "Qwen3-TTS",
    "url": "https://github.com/QwenLM/Qwen3-TTS",
    "category": "audio",
    "kind": "local",
    "card": "no",
    "summary": "Downloadable speech generation and voice design models.",
    "limits": "Language coverage differs from Qwen3-ASR; use voices with permission.",
    "source": "https://github.com/QwenLM/Qwen3-TTS",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": [
      "speech"
    ]
  },
  {
    "id": "litellm",
    "name": "LiteLLM",
    "url": "https://github.com/BerriAI/litellm",
    "category": "agents",
    "kind": "local",
    "card": "no",
    "summary": "A common interface and gateway for multiple model providers.",
    "limits": "Self-hosted core and enterprise features differ; upstream inference may cost money.",
    "source": "https://github.com/BerriAI/litellm",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "flowise",
    "name": "Flowise",
    "url": "https://github.com/FlowiseAI/Flowise",
    "category": "agents",
    "kind": "local",
    "card": "no",
    "summary": "Visual builder for AI workflows and agents.",
    "limits": "Self-hosted core is separate from cloud and enterprise plans; model calls may cost money.",
    "source": "https://github.com/FlowiseAI/Flowise",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "dify",
    "name": "Dify",
    "url": "https://github.com/langgenius/dify",
    "category": "agents",
    "kind": "local",
    "card": "no",
    "summary": "Build self-hosted workflows, agents and retrieval applications.",
    "limits": "Dify license has additional conditions; cloud and model costs are separate.",
    "source": "https://github.com/langgenius/dify",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "ragflow",
    "name": "RAGFlow",
    "url": "https://github.com/infiniflow/ragflow",
    "category": "rag",
    "kind": "local",
    "card": "no",
    "summary": "Self-host document retrieval and agent workflows.",
    "limits": "Requires substantial local/server resources; selected inference providers may charge.",
    "source": "https://github.com/infiniflow/ragflow",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "unsloth",
    "name": "Unsloth",
    "url": "https://github.com/unslothai/unsloth",
    "category": "local",
    "kind": "local",
    "card": "no",
    "summary": "Tools for running and fine-tuning supported open models.",
    "limits": "Hardware requirements and licenses vary by model.",
    "source": "https://github.com/unslothai/unsloth",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "smolagents",
    "name": "smolagents",
    "url": "https://github.com/huggingface/smolagents",
    "category": "agents",
    "kind": "local",
    "card": "no",
    "summary": "A lightweight framework for building model-powered agents.",
    "limits": "Model inference is separate; run generated code in an appropriate sandbox.",
    "source": "https://github.com/huggingface/smolagents",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  },
  {
    "id": "qdrant-cloud",
    "name": "Qdrant Cloud",
    "url": "https://qdrant.tech/pricing/",
    "category": "rag",
    "kind": "free-tier",
    "card": "unknown",
    "summary": "Managed vector database with a free cluster option.",
    "limits": "Free tier: 1 GB RAM and 4 GB disk; check current eligibility and region.",
    "source": "https://qdrant.tech/pricing/",
    "reviewed": "2026-10-22",
    "verification": "docs-reviewed",
    "tags": []
  }
]