# config/sources.d/56-ai-model-watch.yaml — 2026-09-13 — the **AI Model Watch** vertical: sensors that detect a new model,
# a removed model, a context-window / pricing / rate-limit change, a benchmark or leaderboard change, a licence change,
# weights published or removed, an API endpoint change or a deprecation. Sources, in order of preference: official JSON
# APIs (Hugging Face `api/models?author=…` for 183 author ids and `api/datasets?author=…` for 65 publishers not covered
# by 40-ai-frontier.yaml, sorted by lastModified; hub-wide firehoses under `hf-hub-firehose` with `llm: false`;
# provider model catalogues: NVIDIA NIM `integrate.api.nvidia.com/v1/models`, Vercel AI Gateway `/v1/models`, Civitai
# REST API, models.dev `api.json`), GitHub `releases.atom` / `tags.atom` / `commits/<branch>.atom` of SDKs, runtimes,
# fine-tuning and quantization toolkits, agent frameworks, coding agents and model repositories without tags, then
# server-rendered documentation pages (model lists, pricing, rate limits, deprecations / retirements of OpenAI,
# Anthropic, Google Vertex, Azure OpenAI, AWS Bedrock, Mistral, Cohere, DeepSeek, Moonshot, Alibaba Model Studio,
# Oracle OCI, IBM watsonx, Databricks, Snowflake, Together, Groq, Cerebras, Replicate, Baseten, Nebius…) and
# leaderboards (SWE-bench experiments commits, ARC Prize, HELM, AlpacaEval, BFCL, Aider, MLPerf, Artificial Analysis
# sub-leaderboards, Vellum, EQ-Bench, SimpleBench, LLM Stats, Vals AI…). Every Hugging Face author id below was verified
# to return ≥ 1 model / dataset; every sensor was fetched and parsed by apps/engine/src/validate.ts on 2026-09-13
# (candidate run: 732 sensors → OK 655 · WARN 36 · FAIL 41; WARN / FAIL removed with scripts/prune-fragment.py
# --drop-warn; confirmation run OK 654 / 655 — ideogram.ai/pricing flipped to 403 and was dropped; 654 sensors remain:
# 259 jsonlist, 197 http, 187 github, 8 rss, 3 statuspage).
# 82 organizations already declared in earlier files are extended (`extend: true`); 190 labs, model companies, tool
# vendors and evaluators are declared here with domain, categories, country, aliases and AI_model products.
# Not usable (do not re-probe blindly): api.together.xyz/v1/models, api.hyperbolic.xyz/v1/models,
# api.siliconflow.com/v1/models, api.studio.nebius.com/v1/models, api.lambda.ai/v1/models, inference.baseten.co/v1/models,
# api.groq.com/openai/v1/models, api.cerebras.ai/v1/models, api.mistral.ai/v1/models (all 401 without a key);
# models.github.ai/catalog/models (410, GitHub Models retirement brownout); build.nvidia.com/models, lmarena.ai /
# arena.ai leaderboards, livebench.ai, openrouter.ai/rankings, crfm.stanford.edu/helm, hai.stanford.edu/ai-index,
# tbench.ai, console.upstage.ai/docs, lgresearch.ai, cohere.com/pricing, cloud.sambanova.ai/pricing, sakana.ai/blog,
# unsloth.ai/blog, rwkv.com, openbmb.cn (client-rendered / thin); leonardo.ai, mbzuai.ac.ae and ideogram.ai/pricing (403); rinna.co.jp,
# play.ht, rhymes.ai, nexusflow.ai (DNS / TLS failures from Node); ai.sber.ru (unresolvable); 404 on the documented
# paths of docs.x.ai rate limits, docs.sambanova.ai rate limits, docs.mistral.ai tiers, docs.fireworks.ai deprecations,
# docs.ai21.com deprecation, docs.nomic.ai models, docs.speechmatics.com changelog, docs.factory.ai / support.bolt.new /
# v0.app changelogs; no RSS at mistral.ai, sakana.ai, lmstudio.ai, arcprize.org, tech.kakao.com, laion.ai, lmsys.org,
# blog.vllm.ai, cartesia.ai, haystack.deepset.ai, docs.openwebui.com, vercel.com/changelog/category/ai-sdk (404) and
# jina.ai/feed.rss + news.lmarena.ai/rss (HTML). Hugging Face authors that return nothing: THUDM (moved to zai-org),
# Tencent / tencent-hunyuan (the real ids `tencent` / `Tencent-Hunyuan` are already in 40), rednote-hilab, databricks,
# Anthropic (models; datasets exist), KwaiVGI, fal-ai, ElevenLabs, OpenBMB (use openbmb), CohereForAI (renamed
# CohereLabs), Widn, reka-ai, cognitivecomputations, AIDC-AI, iic, PKU-YuanGroup, vivo-ai-lab, TeleAI, fnlp, LLM360,
# scb10x, inceptionai, ALLaM-AI, MoonshotAI / MiniMax-AI (use moonshotai / MiniMaxAI), runwayml, epoch-ai / epochai.
# GitHub repos without releases or tags (Qwen3, Wan2.2, MiMo, GLM-4, Step3, Zonos, csm, dia, bark, EXAONE-4.0, kanana,
# LiveBench, arena-hard-auto, BitNet, open-r1…) are followed through `commits/main.atom`; inclusionAI/Ling has no
# `main` branch (404).
sources:
  # ───────────────────────── Hugging Face Hub — hub-wide signals ─────────────────────────
  - id: hf-hub-firehose
    name: Hugging Face Hub firehose
    domain: huggingface.co
    homepage: https://huggingface.co/models
    categories: [ai, open-source, developer]
    tier: A
    aliases: [hf hub firehose, new models on hugging face]
    llm: false
    country: US
    discover: { rss: true, status: false }
    notes: "Hub-wide model / dataset / space lists (newest, trending, most downloaded). High volume: heuristics only; per-organization lists live on each organization. Separate source so that `llm: false` does not affect the `huggingface` organization."
    sensors:
      - { name: newest models firehose, url: "https://huggingface.co/api/models?sort=createdAt&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: A, config: { keyField: id, titleField: id, dateField: createdAt, compareFields: [pipeline_tag], maxItems: 50 } }
      - { name: trending models, url: "https://huggingface.co/api/models?sort=trendingScore&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: most downloaded models, url: "https://huggingface.co/api/models?sort=downloads&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag], maxItems: 50 } }
      - { name: most liked models, url: "https://huggingface.co/api/models?sort=likes&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag], maxItems: 50 } }
      - { name: trending datasets, url: "https://huggingface.co/api/datasets?sort=trendingScore&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: newest datasets firehose, url: "https://huggingface.co/api/datasets?sort=createdAt&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: createdAt, compareFields: [author], maxItems: 50 } }
      - { name: trending spaces, url: "https://huggingface.co/api/spaces?sort=trendingScore&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [sdk], maxItems: 50 } }
  - id: huggingface
    extend: true
    country: US
    products:
      - { name: FineWeb, type: AI_model }
      - { name: Zephyr, type: AI_model }
      - { name: Idefics, type: AI_model }
      - { name: Inference Providers, type: service }
      - { name: Gradio, type: software }
      - { name: sentence-transformers, type: software }
    sensors:
      - { name: h4 alignment team models, url: "https://huggingface.co/api/models?author=HuggingFaceH4&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: m4 multimodal team models, url: "https://huggingface.co/api/models?author=HuggingFaceM4&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: fineweb team models, url: "https://huggingface.co/api/models?author=HuggingFaceFW&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: open-r1 models, url: "https://huggingface.co/api/models?author=open-r1&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: sentence-transformers models, url: "https://huggingface.co/api/models?author=sentence-transformers&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: cross-encoder models, url: "https://huggingface.co/api/models?author=cross-encoder&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: onnx-community models (transformers.js), url: "https://huggingface.co/api/models?author=onnx-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: parler-tts models, url: "https://huggingface.co/api/models?author=parler-tts&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: distil-whisper models, url: "https://huggingface.co/api/models?author=distil-whisper&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: llava-hf models, url: "https://huggingface.co/api/models?author=llava-hf&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: argilla models, url: "https://huggingface.co/api/models?author=argilla&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: fineweb datasets, url: "https://huggingface.co/api/datasets?author=HuggingFaceFW&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: smollm team datasets, url: "https://huggingface.co/api/datasets?author=HuggingFaceTB&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: h4 datasets, url: "https://huggingface.co/api/datasets?author=HuggingFaceH4&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: m4 datasets, url: "https://huggingface.co/api/datasets?author=HuggingFaceM4&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: open-r1 datasets, url: "https://huggingface.co/api/datasets?author=open-r1&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: open llm leaderboard datasets, url: "https://huggingface.co/api/datasets?author=open-llm-leaderboard&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: lighteval datasets, url: "https://huggingface.co/api/datasets?author=lighteval&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: argilla datasets, url: "https://huggingface.co/api/datasets?author=argilla&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: inference providers pricing, url: "https://huggingface.co/docs/inference-providers/pricing", type: HTML, connector: http, tier: C }
      - { name: huggingface.js releases, url: "https://github.com/huggingface/huggingface.js/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/huggingface.js, kind: releases } }
      - { name: optimum releases, url: "https://github.com/huggingface/optimum/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/optimum, kind: releases } }
      - { name: lighteval releases, url: "https://github.com/huggingface/lighteval/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/lighteval, kind: releases } }
      - { name: chat-ui releases, url: "https://github.com/huggingface/chat-ui/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/chat-ui, kind: releases } }
      - { name: text embeddings inference releases, url: "https://github.com/huggingface/text-embeddings-inference/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/text-embeddings-inference, kind: releases } }
      - { name: gradio releases, url: "https://github.com/gradio-app/gradio/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: gradio-app/gradio, kind: releases } }
      - { name: open-r1 repository commits, url: "https://github.com/huggingface/open-r1/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: huggingface/open-r1, kind: commits, branch: main } }
  - id: hf-community-quantizers
    name: Hugging Face community quantizers and repackagers
    domain: huggingface.co
    homepage: https://huggingface.co/bartowski
    categories: [ai, open-source]
    tier: B
    aliases: [bartowski, mradermacher, quantfactory, thebloke, gguf quantizers]
    llm: false
    country: INT
    discover: { rss: true, status: false }
    notes: "Community accounts that publish GGUF / safetensors conversions within hours of a model release: a second-order release signal (a new quant = weights are public and runnable). High volume: heuristics only."
    sensors:
      - { name: bartowski gguf quantizations, url: "https://huggingface.co/api/models?author=bartowski&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: mradermacher gguf quantizations, url: "https://huggingface.co/api/models?author=mradermacher&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: quantfactory gguf quantizations, url: "https://huggingface.co/api/models?author=QuantFactory&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: thebloke quantizations (legacy), url: "https://huggingface.co/api/models?author=TheBloke&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: lm studio community gguf, url: "https://huggingface.co/api/models?author=lmstudio-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: lodestones (chroma) models, url: "https://huggingface.co/api/models?author=lodestones&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: city96 gguf diffusion quantizations, url: "https://huggingface.co/api/models?author=city96&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: kijai video-model conversions, url: "https://huggingface.co/api/models?author=Kijai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: lllyasviel (controlnet, fooocus) models, url: "https://huggingface.co/api/models?author=lllyasviel&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: comfy-org repackaged models, url: "https://huggingface.co/api/models?author=Comfy-Org&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  # ───────────────────────── Frontier labs and hyperscalers (extend) ─────────────────────────
  - id: openai
    extend: true
    country: US
    sensors:
      - { name: openai-community hugging face models (gpt-2 era), url: "https://huggingface.co/api/models?author=openai-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=openai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: models docs, url: "https://developers.openai.com/api/docs/models", type: HTML, connector: http, tier: A }
      - { name: api pricing docs, url: "https://developers.openai.com/api/docs/pricing", type: HTML, connector: http, tier: B }
      - { name: deprecations docs, url: "https://developers.openai.com/api/docs/deprecations", type: HTML, connector: http, tier: A }
      - { name: rate limits guide, url: "https://developers.openai.com/api/docs/guides/rate-limits", type: HTML, connector: http, tier: C }
      - { name: codex changelog, url: "https://developers.openai.com/codex/changelog", type: HTML, connector: http, tier: B }
      - { name: sdk go releases, url: "https://github.com/openai/openai-go/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/openai-go, kind: releases } }
      - { name: sdk java releases, url: "https://github.com/openai/openai-java/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/openai-java, kind: releases } }
      - { name: sdk dotnet releases, url: "https://github.com/openai/openai-dotnet/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/openai-dotnet, kind: releases } }
      - { name: sdk ruby releases, url: "https://github.com/openai/openai-ruby/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/openai-ruby, kind: releases } }
      - { name: evals releases, url: "https://github.com/openai/evals/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/evals, kind: releases } }
      - { name: harmony releases, url: "https://github.com/openai/harmony/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: openai/harmony, kind: releases } }
      - { name: simple-evals commits, url: "https://github.com/openai/simple-evals/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: openai/simple-evals, kind: commits, branch: main } }
  - id: anthropic
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=Anthropic&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: pricing docs, url: "https://platform.claude.com/docs/en/about-claude/pricing", type: HTML, connector: http, tier: B }
      - { name: rate limits docs, url: "https://platform.claude.com/docs/en/api/rate-limits", type: HTML, connector: http, tier: C }
      - { name: sdk ruby releases, url: "https://github.com/anthropics/anthropic-sdk-ruby/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: anthropics/anthropic-sdk-ruby, kind: releases } }
      - { name: agent sdk python releases, url: "https://github.com/anthropics/claude-agent-sdk-python/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: anthropics/claude-agent-sdk-python, kind: releases } }
      - { name: agent sdk typescript releases, url: "https://github.com/anthropics/claude-agent-sdk-typescript/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: anthropics/claude-agent-sdk-typescript, kind: releases } }
  - id: google-ai
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=google&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: t5 models (legacy), url: "https://huggingface.co/api/models?author=google-t5&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: google-developers-ai
    extend: true
    country: US
    sensors:
      - { name: litert community models, url: "https://huggingface.co/api/models?author=litert-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: gemini api rate limits, url: "https://ai.google.dev/gemini-api/docs/rate-limits", type: HTML, connector: http, tier: C }
      - { name: adk go releases, url: "https://github.com/google/adk-go/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: google/adk-go, kind: releases } }
      - { name: gemma model card, url: "https://ai.google.dev/gemma/docs/core/model_card_3", type: HTML, connector: http, tier: C }
  - id: google-cloud
    extend: true
    country: US
    sensors:
      - { name: vertex generative ai models, url: "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models", type: HTML, connector: http, tier: A }
      - { name: vertex model versions and lifecycle, url: "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/model-versions", type: HTML, connector: http, tier: B }
      - { name: vertex deprecations, url: "https://cloud.google.com/vertex-ai/generative-ai/docs/deprecations", type: HTML, connector: http, tier: B }
      - { name: vertex generative ai pricing, url: "https://cloud.google.com/vertex-ai/generative-ai/pricing", type: HTML, connector: http, tier: C }
      - { name: model garden partner models, url: "https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-partner-models", type: HTML, connector: http, tier: C }
  - id: azure-ai
    extend: true
    country: US
    sensors:
      - { name: azure openai models, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/models", type: HTML, connector: http, tier: A }
      - { name: azure openai model retirements, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/model-retirements", type: HTML, connector: http, tier: A }
      - { name: azure openai quotas and limits, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/quotas-limits", type: HTML, connector: http, tier: C }
      - { name: azure openai whats new, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/whats-new", type: HTML, connector: http, tier: B }
      - { name: foundry models lifecycle and retirement, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/model-lifecycle-retirement", type: HTML, connector: http, tier: B }
      - { name: foundry models whats new, url: "https://learn.microsoft.com/en-us/azure/ai-foundry/whats-new-azure-ai-foundry", type: HTML, connector: http, tier: B }
      - { name: azure openai pricing, url: "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/", type: HTML, connector: http, tier: C }
  - id: aws
    extend: true
    country: US
    sensors:
      - { name: bedrock supported models, url: "https://docs.aws.amazon.com/bedrock/latest/userguide/models-supported.html", type: HTML, connector: http, tier: A }
      - { name: bedrock model support by region, url: "https://docs.aws.amazon.com/bedrock/latest/userguide/models-regions.html", type: HTML, connector: http, tier: C }
      - { name: bedrock quotas, url: "https://docs.aws.amazon.com/bedrock/latest/userguide/quotas.html", type: HTML, connector: http, tier: C }
      - { name: amazon nova models, url: "https://docs.aws.amazon.com/nova/latest/userguide/what-is-nova.html", type: HTML, connector: http, tier: C }
      - { name: strands agents sdk releases, url: "https://github.com/strands-agents/sdk-python/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: strands-agents/sdk-python, kind: releases } }
  - id: meta-ai
    extend: true
    country: US
    sensors:
      - { name: facebook hugging face datasets, url: "https://huggingface.co/api/datasets?author=facebook&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: meta-llama hugging face datasets, url: "https://huggingface.co/api/datasets?author=meta-llama&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: llama stack releases, url: "https://github.com/llamastack/llama-stack/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: llamastack/llama-stack, kind: releases } }
      - { name: audiocraft releases, url: "https://github.com/facebookresearch/audiocraft/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: facebookresearch/audiocraft, kind: releases } }
  - id: microsoft-ai
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=microsoft&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: e5 embeddings (intfloat), url: "https://huggingface.co/api/models?author=intfloat&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: bitnet repository commits, url: "https://github.com/microsoft/BitNet/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: microsoft/BitNet, kind: commits, branch: main } }
  - id: mistral
    extend: true
    country: FR
    sensors:
      - { name: mistral-community conversions, url: "https://huggingface.co/api/models?author=mistral-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=mistralai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: models overview docs, url: "https://docs.mistral.ai/getting-started/models/models_overview/", type: HTML, connector: http, tier: A }
  - id: cohere
    extend: true
    country: CA
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=CohereLabs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: rate limits docs, url: "https://docs.cohere.com/docs/rate-limits", type: HTML, connector: http, tier: C }
      - { name: deprecations docs, url: "https://docs.cohere.com/docs/deprecations", type: HTML, connector: http, tier: B }
      - { name: sdk go releases, url: "https://github.com/cohere-ai/cohere-go/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: cohere-ai/cohere-go, kind: releases } }
      - { name: toolkit releases, url: "https://github.com/cohere-ai/cohere-toolkit/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: cohere-ai/cohere-toolkit, kind: releases } }
  - id: deepseek
    extend: true
    country: CN
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=deepseek-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: rate limit docs, url: "https://api-docs.deepseek.com/quick_start/rate_limit", type: HTML, connector: http, tier: C }
      - { name: api news, url: "https://api-docs.deepseek.com/news/", type: HTML, connector: http, tier: A }
  - id: moonshot-ai
    extend: true
    country: CN
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=moonshotai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: api pricing, url: "https://platform.moonshot.ai/docs/pricing/chat", type: HTML, connector: http, tier: C }
      - { name: kimi k2 quickstart, url: "https://platform.moonshot.ai/docs/guide/kimi-k2-quickstart", type: HTML, connector: http, tier: C }
  - id: zhipu-ai
    extend: true
    country: CN
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=zai-org&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: glm-4 repository commits, url: "https://github.com/zai-org/GLM-4/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: zai-org/GLM-4, kind: commits, branch: main } }
  - id: qwen
    extend: true
    country: CN
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=Qwen&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: qwen3 repository commits, url: "https://github.com/QwenLM/Qwen3/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: QwenLM/Qwen3, kind: commits, branch: main } }
  - id: minimax
    extend: true
    country: CN
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=MiniMaxAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: tencent
    extend: true
    country: CN
    sensors:
      - { name: tencent arc lab models, url: "https://huggingface.co/api/models?author=TencentARC&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: shanghai-ai-lab
    extend: true
    country: CN
    products:
      - { name: LMDeploy, type: software }
      - { name: InternVL, type: AI_model }
    sensors:
      - { name: vchitect video models, url: "https://huggingface.co/api/models?author=Vchitect&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: alpha-vllm models, url: "https://huggingface.co/api/models?author=Alpha-VLLM&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=internlm&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=OpenGVLab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: internvl releases, url: "https://github.com/OpenGVLab/InternVL/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: OpenGVLab/InternVL, kind: releases } }
      - { name: internlm releases, url: "https://github.com/InternLM/InternLM/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: InternLM/InternLM, kind: releases } }
      - { name: lmdeploy releases, url: "https://github.com/InternLM/lmdeploy/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: InternLM/lmdeploy, kind: releases } }
      - { name: lmdeploy supported models, url: "https://lmdeploy.readthedocs.io/en/latest/supported_models/supported_models.html", type: HTML, connector: http, tier: C }
  - id: stepfun
    extend: true
    country: CN
    sensors:
      - { name: step-audio repository commits, url: "https://github.com/stepfun-ai/Step-Audio/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: stepfun-ai/Step-Audio, kind: commits, branch: main } }
      - { name: step3 repository commits, url: "https://github.com/stepfun-ai/Step3/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: stepfun-ai/Step3, kind: commits, branch: main } }
  - id: bytedance-seed
    extend: true
    country: CN
    sensors:
      - { name: verl releases, url: "https://github.com/volcengine/verl/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: volcengine/verl, kind: releases } }
  - id: nvidia
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=nvidia&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: nim api model catalogue, url: "https://integrate.api.nvidia.com/v1/models", type: REST_API, connector: jsonlist, tier: B, config: { itemsPath: data, keyField: id, titleField: id, compareFields: [owned_by], maxItems: 1000 } }
      - { name: nemo framework changelog, url: "https://docs.nvidia.com/nemo-framework/user-guide/latest/changelog.html", type: HTML, connector: http, tier: C }
      - { name: tensorrt-llm release notes, url: "https://nvidia.github.io/TensorRT-LLM/release-notes.html", type: HTML, connector: http, tier: C }
      - { name: nemotron page, url: "https://developer.nvidia.com/nemotron", type: HTML, connector: http, tier: C }
      - { name: nemo releases, url: "https://github.com/NVIDIA/NeMo/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: NVIDIA/NeMo, kind: releases } }
      - { name: model optimizer releases, url: "https://github.com/NVIDIA/TensorRT-Model-Optimizer/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: NVIDIA/TensorRT-Model-Optimizer, kind: releases } }
      - { name: nemo guardrails releases, url: "https://github.com/NVIDIA/NeMo-Guardrails/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: NVIDIA/NeMo-Guardrails, kind: releases } }
  - id: amd
    extend: true
    country: US
    sensors:
      - { name: aiter releases, url: "https://github.com/ROCm/aiter/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: ROCm/aiter, kind: releases } }
  - id: apple-ml-research
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=apple&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: ml-stable-diffusion releases, url: "https://github.com/apple/ml-stable-diffusion/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: apple/ml-stable-diffusion, kind: releases } }
      - { name: fastvlm repository commits, url: "https://github.com/apple/ml-fastvlm/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: apple/ml-fastvlm, kind: commits, branch: main } }
  - id: ai2
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=allenai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: olmo releases, url: "https://github.com/allenai/OLMo/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: allenai/OLMo, kind: releases } }
      - { name: open-instruct releases, url: "https://github.com/allenai/open-instruct/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: allenai/open-instruct, kind: releases } }
      - { name: olmocr releases, url: "https://github.com/allenai/olmocr/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: allenai/olmocr, kind: releases } }
  - id: ibm-research
    extend: true
    country: US
    products:
      - { name: Docling, type: software }
    sensors:
      - { name: ibm research hugging face models, url: "https://huggingface.co/api/models?author=ibm-research&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: ibm-nasa geospatial models, url: "https://huggingface.co/api/models?author=ibm-nasa-geospatial&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=ibm-research&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: docling releases, url: "https://github.com/docling-project/docling/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: docling-project/docling, kind: releases } }
      - { name: watsonx supported foundation models, url: "https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/fm-models.html?context=wx", type: HTML, connector: http, tier: B }
  - id: salesforce
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=Salesforce&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: servicenow
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=ServiceNow&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: databricks
    extend: true
    country: US
    sensors:
      - { name: mosaicml hugging face models, url: "https://huggingface.co/api/models?author=mosaicml&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: llm-foundry releases, url: "https://github.com/mosaicml/llm-foundry/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: mosaicml/llm-foundry, kind: releases } }
      - { name: foundation model apis supported models, url: "https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/supported-models", type: HTML, connector: http, tier: B }
  - id: together-ai
    extend: true
    country: US
    notes: "api.together.xyz/v1/models requires a key (401)."
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=togethercomputer&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: serverless models docs, url: "https://docs.together.ai/docs/serverless-models", type: HTML, connector: http, tier: B }
      - { name: deprecations docs, url: "https://docs.together.ai/docs/deprecations", type: HTML, connector: http, tier: B }
  - id: groq
    extend: true
    country: US
    sensors:
      - { name: pricing, url: "https://groq.com/pricing", type: HTML, connector: http, tier: C }
      - { name: rate limits docs, url: "https://console.groq.com/docs/rate-limits", type: HTML, connector: http, tier: C }
  - id: cerebras
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=cerebras&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: pricing docs, url: "https://inference-docs.cerebras.ai/support/pricing", type: HTML, connector: http, tier: C }
  - id: perplexity
    extend: true
    country: US
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=perplexity-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: rate limits docs, url: "https://docs.perplexity.ai/guides/rate-limits", type: HTML, connector: http, tier: C }
  - id: replicate
    extend: true
    country: US
    sensors:
      - { name: language models collection, url: "https://replicate.com/collections/language-models", type: HTML, connector: http, tier: B }
      - { name: text-to-image collection, url: "https://replicate.com/collections/text-to-image", type: HTML, connector: http, tier: B }
      - { name: text-to-video collection, url: "https://replicate.com/collections/text-to-video", type: HTML, connector: http, tier: B }
      - { name: text-to-speech collection, url: "https://replicate.com/collections/text-to-speech", type: HTML, connector: http, tier: C }
      - { name: newest models, url: "https://replicate.com/explore?sort=newest", type: HTML, connector: http, tier: B }
  - id: lambda
    extend: true
    country: US
    notes: "api.lambda.ai/v1/models requires a key."
    sensors:
      - { name: inference page, url: "https://lambda.ai/inference", type: HTML, connector: http, tier: C }
  - id: modal
    extend: true
    country: US
    sensors:
      - { name: llm almanac, url: "https://modal.com/llm-almanac/summary", type: HTML, connector: http, tier: C }
  - id: baseten
    extend: true
    country: US
    sensors:
      - { name: model apis docs, url: "https://docs.baseten.co/development/model-apis/overview", type: HTML, connector: http, tier: C }
  - id: nebius
    extend: true
    country: NL
    categories: [ai]
    notes: "api.studio.nebius.com/v1/models requires a key."
    sensors:
      - { name: ai studio models docs, url: "https://docs.nebius.com/studio/inference/models", type: HTML, connector: http, tier: B }
  - id: ollama
    extend: true
    country: US
    sensors:
      - { name: newest models, url: "https://ollama.com/search?o=newest", type: HTML, connector: http, tier: A }
  - id: vllm
    extend: true
    country: US
    sensors:
      - { name: vllm-ascend releases, url: "https://github.com/vllm-project/vllm-ascend/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: vllm-project/vllm-ascend, kind: releases } }
      - { name: vllm-omni releases, url: "https://github.com/vllm-project/vllm-omni/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: vllm-project/vllm-omni, kind: releases } }
  - id: llama-cpp
    extend: true
    country: BG
    sensors:
      - { name: ggml-org hugging face models, url: "https://huggingface.co/api/models?author=ggml-org&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: llama-cpp-python releases, url: "https://github.com/abetlen/llama-cpp-python/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: abetlen/llama-cpp-python, kind: releases } }
      - { name: llama.vscode releases, url: "https://github.com/ggml-org/llama.vscode/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: ggml-org/llama.vscode, kind: releases } }
      - { name: llama.vim releases, url: "https://github.com/ggml-org/llama.vim/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: ggml-org/llama.vim, kind: releases } }
  - id: mlx
    extend: true
    country: US
    sensors:
      - { name: mlx-community hugging face models, url: "https://huggingface.co/api/models?author=mlx-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: elevenlabs
    extend: true
    country: US
    categories: [ai]
    sensors:
      - { name: models docs, url: "https://elevenlabs.io/docs/models", type: HTML, connector: http, tier: B }
  - id: cursor
    extend: true
    country: US
    sensors:
      - { name: models docs, url: "https://cursor.com/docs/models", type: HTML, connector: http, tier: B }
  - id: windsurf
    extend: true
    country: US
    sensors:
      - { name: models docs, url: "https://docs.windsurf.com/windsurf/models", type: HTML, connector: http, tier: B }
  - id: github
    extend: true
    country: US
    notes: "models.github.ai/catalog/models returned 410 (GitHub Models retirement brownout, 2026-09)."
    sensors:
      - { name: github models docs, url: "https://docs.github.com/en/github-models", type: HTML, connector: http, tier: C }
      - { name: changelog models feed, url: "https://github.blog/changelog/label/models/feed/", type: RSS, connector: rss, tier: B }
      - { name: changelog copilot feed, url: "https://github.blog/changelog/label/copilot/feed/", type: RSS, connector: rss, tier: B }
  - id: nous-research
    extend: true
    country: US
    sensors:
      - { name: teknium hugging face models, url: "https://huggingface.co/api/models?author=teknium&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=NousResearch&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: teknium datasets, url: "https://huggingface.co/api/datasets?author=teknium&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: hermes function calling commits, url: "https://github.com/NousResearch/hermes-function-calling/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: NousResearch/hermes-function-calling, kind: commits, branch: main } }
  - id: ai21
    extend: true
    country: IL
    sensors:
      - { name: pricing, url: "https://www.ai21.com/pricing", type: HTML, connector: http, tier: C }
  - id: liquid-ai
    extend: true
    country: US
    sensors:
      - { name: models page, url: "https://www.liquid.ai/models", type: HTML, connector: http, tier: B }
  - id: lmarena
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=lmarena-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: arena-hard-auto repository commits, url: "https://github.com/lmarena/arena-hard-auto/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: lmarena/arena-hard-auto, kind: commits, branch: main } }
  - id: lmsys
    name: LMSYS Org
    domain: lmsys.org
    categories: [ai, research, open-source]
    tier: B
    aliases: [lmsys, large model systems organization]
    products:
      - { name: Vicuna, type: AI_model }
      - { name: FastChat, type: software }
      - { name: SGLang, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=lmsys&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=lmsys&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: fastchat releases, url: "https://github.com/lm-sys/FastChat/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: lm-sys/FastChat, kind: releases } }
  - id: artificial-analysis
    extend: true
    country: US
    sensors:
      - { name: providers leaderboard, url: "https://artificialanalysis.ai/leaderboards/providers", type: HTML, connector: http, tier: B }
      - { name: text-to-image arena leaderboard, url: "https://artificialanalysis.ai/text-to-image", type: HTML, connector: http, tier: C }
      - { name: speech-to-text leaderboard, url: "https://artificialanalysis.ai/speech-to-text", type: HTML, connector: http, tier: C }
      - { name: text-to-speech leaderboard, url: "https://artificialanalysis.ai/text-to-speech", type: HTML, connector: http, tier: C }
      - { name: video leaderboard, url: "https://artificialanalysis.ai/video", type: HTML, connector: http, tier: C }
  - id: epoch-ai
    extend: true
    country: US
    sensors:
      - { name: benchmarks hub, url: "https://epoch.ai/benchmarks", type: HTML, connector: http, tier: C }
      - { name: ai benchmarking dashboard, url: "https://epoch.ai/data/ai-benchmarking-dashboard", type: HTML, connector: http, tier: C }
  - id: center-for-ai-safety
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets (mmlu, hle), url: "https://huggingface.co/api/datasets?author=cais&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: humanity's last exam, url: "https://lastexam.ai/", type: HTML, connector: http, tier: C }
      - { name: agi.safe.ai benchmarks, url: "https://agi.safe.ai/", type: HTML, connector: http, tier: C }
      - { name: hle repository commits, url: "https://github.com/centerforaisafety/hle/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: centerforaisafety/hle, kind: commits, branch: main } }
  - id: stanford
    extend: true
    country: US
    products:
      - { name: HELM, type: index, aliases: [holistic evaluation of language models] }
      - { name: DSPy, type: software }
      - { name: ColBERT, type: AI_model }
    sensors:
      - { name: stanford nlp datasets, url: "https://huggingface.co/api/datasets?author=stanfordnlp&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: tatsu lab datasets (alpaca), url: "https://huggingface.co/api/datasets?author=tatsu-lab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: colbert models, url: "https://huggingface.co/api/models?author=colbert-ir&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: helm releases, url: "https://github.com/stanford-crfm/helm/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: stanford-crfm/helm, kind: releases } }
      - { name: alpacaeval leaderboard, url: "https://tatsu-lab.github.io/alpaca_eval/", type: HTML, connector: http, tier: C }
      - { name: dspy releases, url: "https://github.com/stanfordnlp/dspy/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: stanfordnlp/dspy, kind: releases } }
  - id: berkeley
    extend: true
    country: US
    products:
      - { name: Berkeley Function-Calling Leaderboard, type: index, aliases: [bfcl] }
    sensors:
      - { name: berkeley function calling leaderboard, url: "https://gorilla.cs.berkeley.edu/leaderboard.html", type: HTML, connector: http, tier: C }
  - id: mit
    extend: true
    country: US
    sensors:
      - { name: han lab hugging face models, url: "https://huggingface.co/api/models?author=mit-han-lab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: efficient large model (vila, sana) models, url: "https://huggingface.co/api/models?author=Efficient-Large-Model&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: nunchaku releases, url: "https://github.com/mit-han-lab/nunchaku/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: mit-han-lab/nunchaku, kind: releases } }
  - id: university-of-waterloo
    extend: true
    country: CA
    sensors:
      - { name: tiger lab hugging face models, url: "https://huggingface.co/api/models?author=TIGER-Lab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: tiger lab datasets (mmlu-pro), url: "https://huggingface.co/api/datasets?author=TIGER-Lab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: mcgill
    extend: true
    country: CA
    sensors:
      - { name: mcgill nlp hugging face models, url: "https://huggingface.co/api/models?author=McGill-NLP&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: university-of-helsinki
    extend: true
    country: FI
    sensors:
      - { name: helsinki-nlp opus-mt models, url: "https://huggingface.co/api/models?author=Helsinki-NLP&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: mozilla
    extend: true
    country: US
    sensors:
      - { name: common voice datasets, url: "https://huggingface.co/api/datasets?author=mozilla-foundation&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: llamafile releases, url: "https://github.com/Mozilla-Ocho/llamafile/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Mozilla-Ocho/llamafile, kind: releases } }
  - id: wikimedia
    extend: true
    country: US
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=wikimedia&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: intel
    extend: true
    country: US
    sensors:
      - { name: intel hugging face models, url: "https://huggingface.co/api/models?author=Intel&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: intel labs models, url: "https://huggingface.co/api/models?author=IntelLabs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: ipex-llm releases, url: "https://github.com/intel/ipex-llm/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: intel/ipex-llm, kind: releases } }
      - { name: auto-round releases, url: "https://github.com/intel/auto-round/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: intel/auto-round, kind: releases } }
  - id: qualcomm
    extend: true
    country: US
    sensors:
      - { name: ai hub hugging face models, url: "https://huggingface.co/api/models?author=qualcomm&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: red-hat
    extend: true
    country: US
    sensors:
      - { name: red hat ai hugging face models, url: "https://huggingface.co/api/models?author=RedHatAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: neural magic models (legacy), url: "https://huggingface.co/api/models?author=neuralmagic&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: amazon
    extend: true
    country: US
    categories: [ai]
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=amazon&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=amazon&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: alibaba-cloud
    extend: true
    country: CN
    products:
      - { name: Wan, type: AI_model, aliases: [wan2.2, wan 2.2] }
      - { name: GTE, type: AI_model, aliases: [gte embeddings] }
      - { name: CosyVoice, type: AI_model }
    sensors:
      - { name: alibaba-nlp models (gte embeddings), url: "https://huggingface.co/api/models?author=Alibaba-NLP&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: wan video models, url: "https://huggingface.co/api/models?author=Wan-AI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: ali-vilab models, url: "https://huggingface.co/api/models?author=ali-vilab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: tongyi-mai models, url: "https://huggingface.co/api/models?author=Tongyi-MAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: funaudiollm models (cosyvoice, sensevoice), url: "https://huggingface.co/api/models?author=FunAudioLLM&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: damo academy models, url: "https://huggingface.co/api/models?author=Alibaba-DAMO-Academy&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: model studio models, url: "https://www.alibabacloud.com/help/en/model-studio/models", type: HTML, connector: http, tier: B }
      - { name: model studio rate limits, url: "https://www.alibabacloud.com/help/en/model-studio/rate-limit", type: HTML, connector: http, tier: C }
      - { name: wan2.2 repository commits, url: "https://github.com/Wan-Video/Wan2.2/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Wan-Video/Wan2.2, kind: commits, branch: main } }
  - id: huawei
    extend: true
    country: CN
    categories: [ai]
    products:
      - { name: PixArt, type: AI_model }
    sensors:
      - { name: pixart hugging face models, url: "https://huggingface.co/api/models?author=PixArt-alpha&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: lg
    extend: true
    country: KR
    categories: [ai]
    products:
      - { name: EXAONE, type: AI_model }
    sensors:
      - { name: exaone hugging face models, url: "https://huggingface.co/api/models?author=LGAI-EXAONE&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: exaone 4.0 repository commits, url: "https://github.com/LG-AI-EXAONE/EXAONE-4.0/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: LG-AI-EXAONE/EXAONE-4.0, kind: commits, branch: main } }
  - id: sk-telecom
    extend: true
    country: KR
    categories: [ai]
    products:
      - { name: A.X, type: AI_model, aliases: [a.x 4.0] }
    sensors:
      - { name: hugging face models (a.x), url: "https://huggingface.co/api/models?author=skt&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: krafton
    extend: true
    country: KR
    categories: [ai]
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=KRAFTON&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: rakuten
    extend: true
    country: JP
    categories: [ai]
    products:
      - { name: RakutenAI, type: AI_model }
    sensors:
      - { name: hugging face models (rakutenai), url: "https://huggingface.co/api/models?author=Rakuten&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: hyundai
    extend: true
    country: KR
    categories: [ai]
    sensors:
      - { name: 42dot hugging face models, url: "https://huggingface.co/api/models?author=42dot&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: 42dot blog, url: "https://www.42dot.ai/blog", type: HTML, connector: http, tier: C }
  - id: qdrant
    extend: true
    country: DE
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Qdrant&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: fastembed releases, url: "https://github.com/qdrant/fastembed/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: qdrant/fastembed, kind: releases } }
  - id: lancedb
    extend: true
    country: US
    sensors:
      - { name: lancedb releases, url: "https://github.com/lancedb/lancedb/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: lancedb/lancedb, kind: releases } }
  - id: goto
    extend: true
    country: ID
    categories: [ai]
    sensors:
      - { name: sahabat-ai hugging face models, url: "https://huggingface.co/api/models?author=GoToCompany&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: lightning-ai
    extend: true
    country: US
    sensors:
      - { name: litgpt releases, url: "https://github.com/Lightning-AI/litgpt/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Lightning-AI/litgpt, kind: releases } }
  - id: block
    extend: true
    country: US
    products:
      - { name: goose, type: software, aliases: [codename goose] }
    sensors:
      - { name: goose releases, url: "https://github.com/block/goose/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: block/goose, kind: releases } }
  - id: vercel
    extend: true
    country: US
    products:
      - { name: AI SDK, type: software, aliases: [vercel ai sdk] }
      - { name: AI Gateway, type: API, aliases: [vercel ai gateway] }
    sensors:
      - { name: ai sdk releases, url: "https://github.com/vercel/ai/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: vercel/ai, kind: releases } }
      - { name: ai gateway models api, url: "https://ai-gateway.vercel.sh/v1/models", type: REST_API, connector: jsonlist, tier: B, config: { itemsPath: data, keyField: id, titleField: name, compareFields: [owned_by, description], maxItems: 1000 } }
      - { name: ai gateway models and providers docs, url: "https://vercel.com/docs/ai-gateway/models-and-providers", type: HTML, connector: http, tier: C }
      - { name: ai gateway pricing, url: "https://vercel.com/docs/ai-gateway/pricing", type: HTML, connector: http, tier: C }
      - { name: ai sdk model library, url: "https://ai-sdk.dev/model-library", type: HTML, connector: http, tier: C }
  - id: cloudflare
    extend: true
    country: US
    products:
      - { name: Workers AI, type: service }
    sensors:
      - { name: workers ai models catalogue, url: "https://developers.cloudflare.com/workers-ai/models/", type: HTML, connector: http, tier: B }
      - { name: workers ai pricing, url: "https://developers.cloudflare.com/workers-ai/platform/pricing/", type: HTML, connector: http, tier: C }
  - id: oracle-cloud
    extend: true
    country: US
    sensors:
      - { name: oci generative ai pretrained models, url: "https://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm", type: HTML, connector: http, tier: B }
      - { name: oci generative ai model deprecations, url: "https://docs.oracle.com/en-us/iaas/Content/generative-ai/deprecating.htm", type: HTML, connector: http, tier: B }
  - id: metr
    extend: true
    country: US
    categories: [ai]
    sensors:
      - { name: research, url: "https://metr.org/research/", type: HTML, connector: http, tier: B }
  # ───────────────────────── Chinese labs and platforms ─────────────────────────
  - id: 01-ai
    name: 01.AI
    domain: 01.ai
    categories: [ai]
    tier: B
    aliases: [01.ai, zero one ai, lingyiwanwu]
    products:
      - { name: Yi, type: AI_model, aliases: [yi-lightning, yi-large] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=01-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: yi releases, url: "https://github.com/01-ai/Yi/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: 01-ai/Yi, kind: releases } }
      - { name: website, url: "https://www.01.ai/", type: HTML, connector: http, tier: C }
  - id: baichuan
    name: Baichuan AI
    domain: baichuan-ai.com
    categories: [ai]
    tier: B
    aliases: [baichuan, baichuan intelligence]
    products:
      - { name: Baichuan, type: AI_model, aliases: [baichuan2, baichuan-m1] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=baichuan-inc&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: baichuan2 repository commits, url: "https://github.com/baichuan-inc/Baichuan2/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: baichuan-inc/Baichuan2, kind: commits, branch: main } }
  - id: baai
    name: Beijing Academy of Artificial Intelligence
    domain: baai.ac.cn
    categories: [ai, research]
    tier: B
    aliases: [baai, zhiyuan, flagopen]
    products:
      - { name: BGE, type: AI_model, aliases: [bge-m3, bge embeddings] }
      - { name: Emu, type: AI_model }
      - { name: Aquila, type: AI_model }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=BAAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=BAAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: flagembedding releases, url: "https://github.com/FlagOpen/FlagEmbedding/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: FlagOpen/FlagEmbedding, kind: releases } }
      - { name: website, url: "https://www.baai.ac.cn/en/", type: HTML, connector: http, tier: C }
  - id: skywork
    name: Skywork AI (Kunlun Tech)
    domain: skywork.ai
    categories: [ai]
    tier: B
    aliases: [skywork, kunlun tech, kunlun wanwei]
    products:
      - { name: Skywork, type: AI_model, aliases: [skywork-r1v, skywork-or1] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Skywork&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=Skywork&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: skywork-r1v repository commits, url: "https://github.com/SkyworkAI/Skywork-R1V/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SkyworkAI/Skywork-R1V, kind: commits, branch: main } }
  - id: xiaomi
    name: Xiaomi
    domain: mi.com
    categories: [consumer-tech, ai]
    tier: B
    aliases: [xiaomi, mimo]
    products:
      - { name: MiMo, type: AI_model, aliases: [xiaomi mimo] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: mimo hugging face models, url: "https://huggingface.co/api/models?author=XiaomiMiMo&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: mimo repository commits, url: "https://github.com/XiaomiMiMo/MiMo/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: XiaomiMiMo/MiMo, kind: commits, branch: main } }
  - id: ant-group
    name: Ant Group
    domain: antgroup.com
    categories: [payments, ai]
    tier: B
    aliases: [ant group, ant financial, alipay, inclusionai]
    products:
      - { name: Ling, type: AI_model, aliases: [ling-lite, ling-plus] }
      - { name: Ring, type: AI_model }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: inclusionai hugging face models (ling, ring), url: "https://huggingface.co/api/models?author=inclusionAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: bilibili
    name: Bilibili
    domain: bilibili.com
    categories: [media, ai]
    tier: B
    aliases: [bilibili, indexteam]
    products:
      - { name: Index, type: AI_model, aliases: [index-tts, index-1.9b] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: index team hugging face models, url: "https://huggingface.co/api/models?author=IndexTeam&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: openbmb
    name: OpenBMB (ModelBest / Tsinghua)
    domain: openbmb.cn
    categories: [ai, open-source]
    tier: B
    aliases: [openbmb, modelbest, mianbi]
    products:
      - { name: MiniCPM, type: AI_model, aliases: [minicpm-v, minicpm-o] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=openbmb&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=openbmb&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: minicpm releases, url: "https://github.com/OpenBMB/MiniCPM/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: OpenBMB/MiniCPM, kind: releases } }
      - { name: minicpm-v releases, url: "https://github.com/OpenBMB/MiniCPM-V/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: OpenBMB/MiniCPM-V, kind: releases } }
  - id: kuaishou
    name: Kuaishou (Kwai)
    domain: kuaishou.com
    categories: [media, ai]
    tier: B
    aliases: [kuaishou, kwai, kling ai]
    products:
      - { name: Kling, type: AI_model, aliases: [kling ai, kling 2.1] }
      - { name: Kolors, type: AI_model }
      - { name: Keye, type: AI_model }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: kolors hugging face models, url: "https://huggingface.co/api/models?author=Kwai-Kolors&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: keye hugging face models, url: "https://huggingface.co/api/models?author=Kwai-Keye&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: meituan
    name: Meituan
    domain: meituan.com
    categories: [food, ai]
    tier: B
    aliases: [meituan, longcat]
    products:
      - { name: LongCat, type: AI_model, aliases: [longcat-flash] }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: longcat hugging face models, url: "https://huggingface.co/api/models?author=meituan-longcat&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: xverse
    name: XVERSE Technology
    domain: xverse.cn
    categories: [ai]
    tier: B
    aliases: [xverse]
    products:
      - { name: XVERSE, type: AI_model }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=xverse&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: tigerbot
    name: TigerBot (Tigerobo)
    domain: tigerbot.com
    categories: [ai]
    tier: B
    aliases: [tigerbot, tigerobo]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=TigerResearch&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: hpc-ai-tech
    name: HPC-AI Tech
    domain: hpc-ai.com
    categories: [ai, open-source]
    tier: B
    aliases: [hpc-ai tech, colossal-ai, open-sora]
    products:
      - { name: Open-Sora, type: AI_model }
      - { name: Colossal-AI, type: software }
    country: SG
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=hpcai-tech&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: open-sora releases, url: "https://github.com/hpcaitech/Open-Sora/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: hpcaitech/Open-Sora, kind: releases } }
      - { name: colossal-ai releases, url: "https://github.com/hpcaitech/ColossalAI/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: hpcaitech/ColossalAI, kind: releases } }
  - id: rwkv
    name: RWKV
    domain: rwkv.com
    categories: [ai, open-source]
    tier: B
    aliases: [rwkv, blinkdl, recursal]
    products:
      - { name: RWKV, type: AI_model, aliases: [rwkv-7, goose] }
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: rwkv hugging face models, url: "https://huggingface.co/api/models?author=RWKV&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blinkdl hugging face models, url: "https://huggingface.co/api/models?author=BlinkDL&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: recursal hugging face models, url: "https://huggingface.co/api/models?author=recursal&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: rwkv-lm releases, url: "https://github.com/BlinkDL/RWKV-LM/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: BlinkDL/RWKV-LM, kind: releases } }
  # ───────────────────────── Other labs — Americas ─────────────────────────
  - id: eleutherai
    name: EleutherAI
    domain: eleuther.ai
    categories: [ai, research, open-source]
    tier: B
    aliases: [eleuther, eleutherai]
    products:
      - { name: Pythia, type: AI_model }
      - { name: GPT-NeoX, type: AI_model }
      - { name: lm-evaluation-harness, type: software }
      - { name: Common Pile, type: dataset }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=EleutherAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=EleutherAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: common pile datasets, url: "https://huggingface.co/api/datasets?author=common-pile&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: lm-evaluation-harness releases, url: "https://github.com/EleutherAI/lm-evaluation-harness/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: EleutherAI/lm-evaluation-harness, kind: releases } }
      - { name: gpt-neox releases, url: "https://github.com/EleutherAI/gpt-neox/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: EleutherAI/gpt-neox, kind: releases } }
      - { name: blog feed, url: "https://blog.eleuther.ai/index.xml", type: RSS, connector: rss, tier: B }
      - { name: blog, url: "https://blog.eleuther.ai/", type: HTML, connector: http, tier: B }
  - id: bigscience
    name: BigScience
    domain: bigscience.huggingface.co
    categories: [ai, research, open-source]
    tier: B
    aliases: [bigscience, bloom model]
    products:
      - { name: BLOOM, type: AI_model, aliases: [bloomz] }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=bigscience&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=bigscience&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: petals releases, url: "https://github.com/bigscience-workshop/petals/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: bigscience-workshop/petals, kind: releases } }
  - id: bigcode
    name: BigCode
    domain: bigcode-project.org
    categories: [ai, research, open-source]
    tier: B
    aliases: [bigcode, starcoder]
    products:
      - { name: StarCoder, type: AI_model, aliases: [starcoder2] }
      - { name: The Stack, type: dataset }
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=bigcode&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=bigcode&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: starcoder2 repository commits, url: "https://github.com/bigcode-project/starcoder2/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: bigcode-project/starcoder2, kind: commits, branch: main } }
  - id: prime-intellect
    name: Prime Intellect
    domain: primeintellect.ai
    categories: [ai, open-source]
    tier: B
    aliases: [prime intellect, intellect-2]
    products:
      - { name: INTELLECT, type: AI_model, aliases: [intellect-2, intellect-1] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=PrimeIntellect&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=PrimeIntellect&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: prime-rl releases, url: "https://github.com/PrimeIntellect-ai/prime-rl/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: PrimeIntellect-ai/prime-rl, kind: releases } }
      - { name: blog, url: "https://www.primeintellect.ai/blog", type: HTML, connector: http, tier: B }
  - id: ml-foundations
    name: ML Foundations (DataComp)
    domain: mlfoundations.org
    categories: [ai, research]
    tier: B
    aliases: [mlfoundations, datacomp, dclm]
    products:
      - { name: DataComp, type: dataset, aliases: [dclm] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face datasets (datacomp, dclm), url: "https://huggingface.co/api/datasets?author=mlfoundations&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=mlfoundations&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: arcee-ai
    name: Arcee AI
    domain: arcee.ai
    categories: [ai]
    tier: B
    aliases: [arcee, mergekit]
    products:
      - { name: AFM, type: AI_model, aliases: [arcee foundation model] }
      - { name: mergekit, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=arcee-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: mergekit releases, url: "https://github.com/arcee-ai/mergekit/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: arcee-ai/mergekit, kind: releases } }
      - { name: blog, url: "https://www.arcee.ai/blog", type: HTML, connector: http, tier: B }
  - id: nexusflow
    name: Nexusflow
    domain: nexusflow.ai
    categories: [ai]
    tier: B
    aliases: [nexusflow, athene]
    products:
      - { name: Athene, type: AI_model }
      - { name: NexusRaven, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Nexusflow&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: nexa-ai
    name: Nexa AI
    domain: nexa.ai
    categories: [ai]
    tier: B
    aliases: [nexa ai, octopus model]
    products:
      - { name: Octopus, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=NexaAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: h2o-ai
    name: H2O.ai
    domain: h2o.ai
    categories: [ai, enterprise]
    tier: B
    aliases: [h2o.ai, h2ogpt, danube]
    products:
      - { name: h2o-danube, type: AI_model }
      - { name: H2O LLM Studio, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=h2oai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: h2ogpt releases, url: "https://github.com/h2oai/h2ogpt/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: h2oai/h2ogpt, kind: releases } }
      - { name: h2o llm studio releases, url: "https://github.com/h2oai/h2o-llmstudio/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: h2oai/h2o-llmstudio, kind: releases } }
      - { name: blog, url: "https://h2o.ai/blog/", type: HTML, connector: http, tier: C }
  - id: writer
    name: Writer
    domain: writer.com
    categories: [ai, enterprise, saas]
    tier: B
    aliases: [writer, palmyra]
    products:
      - { name: Palmyra, type: AI_model, aliases: [palmyra x5] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Writer&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: pricing, url: "https://www.writer.com/pricing", type: HTML, connector: http, tier: C }
      - { name: models docs, url: "https://dev.writer.com/home/models", type: HTML, connector: http, tier: B }
      - { name: blog, url: "https://writer.com/blog/", type: HTML, connector: http, tier: C }
  - id: answer-ai
    name: Answer.AI
    domain: answer.ai
    categories: [ai, research, open-source]
    tier: B
    aliases: [answer.ai, answerdotai, modernbert]
    products:
      - { name: ModernBERT, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=answerdotai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog feed, url: "https://www.answer.ai/index.xml", type: RSS, connector: rss, tier: B }
      - { name: website, url: "https://www.answer.ai/", type: HTML, connector: http, tier: C }
  - id: cartesia
    name: Cartesia
    domain: cartesia.ai
    categories: [ai]
    tier: B
    aliases: [cartesia, sonic tts, mamba]
    products:
      - { name: Sonic, type: AI_model, aliases: [sonic 2, sonic tts] }
      - { name: Mamba, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=cartesia-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: state-spaces (mamba) hugging face models, url: "https://huggingface.co/api/models?author=state-spaces&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: mamba releases, url: "https://github.com/state-spaces/mamba/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: state-spaces/mamba, kind: releases } }
      - { name: edge releases, url: "https://github.com/cartesia-ai/edge/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: cartesia-ai/edge, kind: releases } }
      - { name: models docs, url: "https://docs.cartesia.ai/build-with-cartesia/models", type: HTML, connector: http, tier: B }
      - { name: changelog, url: "https://docs.cartesia.ai/changelog", type: HTML, connector: http, tier: B }
      - { name: pricing, url: "https://cartesia.ai/pricing", type: HTML, connector: http, tier: C }
  - id: moondream
    name: Moondream
    domain: moondream.ai
    categories: [ai]
    tier: B
    aliases: [moondream, vikhyatk]
    products:
      - { name: Moondream, type: AI_model, aliases: [moondream2, moondream 3] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=vikhyatk&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: moondream org hugging face models, url: "https://huggingface.co/api/models?author=moondream&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://moondream.ai/blog", type: HTML, connector: http, tier: C }
  - id: rhymes-ai
    name: Rhymes AI
    domain: rhymes.ai
    categories: [ai]
    tier: B
    aliases: [rhymes ai, aria model]
    products:
      - { name: Aria, type: AI_model }
      - { name: Allegro, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=rhymes-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: laion
    name: LAION
    domain: laion.ai
    categories: [ai, research, ngo, open-source]
    tier: B
    aliases: [laion, openassistant, open assistant]
    products:
      - { name: LAION-5B, type: dataset }
      - { name: OpenAssistant, type: AI_model }
      - { name: CLIP (OpenCLIP), type: AI_model, aliases: [openclip] }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=laion&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=laion&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: openassistant hugging face models, url: "https://huggingface.co/api/models?author=OpenAssistant&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: openassistant datasets, url: "https://huggingface.co/api/datasets?author=OpenAssistant&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: blog, url: "https://laion.ai/blog/", type: HTML, connector: http, tier: B }
  - id: oscar-project
    name: OSCAR Project
    domain: oscar-project.org
    categories: [ai, research, open-data]
    tier: B
    aliases: [oscar corpus]
    products:
      - { name: OSCAR, type: dataset }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=oscar-corpus&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: website, url: "https://oscar-project.org/", type: HTML, connector: http, tier: D }
  - id: maritaca-ai
    name: Maritaca AI
    domain: maritaca.ai
    categories: [ai]
    tier: B
    aliases: [maritaca, sabiá]
    products:
      - { name: Sabiá, type: AI_model, aliases: [sabia-3] }
    country: BR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=maritaca-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://www.maritaca.ai/en", type: HTML, connector: http, tier: C }
  # ───────────────────────── Other labs — Europe, Middle East, Africa ─────────────────────────
  - id: aleph-alpha
    name: Aleph Alpha
    domain: aleph-alpha.com
    categories: [ai]
    tier: B
    aliases: [aleph alpha, pharia, luminous]
    products:
      - { name: Pharia, type: AI_model, aliases: [pharia-1] }
      - { name: Luminous, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Aleph-Alpha&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://aleph-alpha.com/blog", type: HTML, connector: http, tier: B }
      - { name: scaling tags, url: "https://github.com/Aleph-Alpha/scaling/tags.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: Aleph-Alpha/scaling, kind: tags } }
  - id: kyutai
    name: Kyutai
    domain: kyutai.org
    categories: [ai, research]
    tier: B
    aliases: [kyutai, moshi]
    products:
      - { name: Moshi, type: AI_model }
      - { name: Hibiki, type: AI_model }
      - { name: Unmute, type: AI_model }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=kyutai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: moshi releases, url: "https://github.com/kyutai-labs/moshi/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: kyutai-labs/moshi, kind: releases } }
      - { name: delayed streams modeling commits, url: "https://github.com/kyutai-labs/delayed-streams-modeling/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: kyutai-labs/delayed-streams-modeling, kind: commits, branch: main } }
      - { name: website, url: "https://kyutai.org/", type: HTML, connector: http, tier: B }
  - id: pleias
    name: Pleias
    domain: pleias.fr
    categories: [ai]
    tier: B
    aliases: [pleias, common corpus]
    products:
      - { name: Common Corpus, type: dataset }
      - { name: Pleias, type: AI_model }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=PleIAs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=PleIAs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: blog, url: "https://pleias.fr/blog", type: HTML, connector: http, tier: C }
  - id: lighton
    name: LightOn
    domain: lighton.ai
    categories: [ai]
    tier: B
    aliases: [lighton, paradigm]
    products:
      - { name: ModernBERT (LightOn), type: AI_model }
      - { name: GTE-ModernColBERT, type: AI_model }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=lightonai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: openllm-france
    name: OpenLLM France
    domain: openllm-france.fr
    categories: [ai, open-source]
    tier: B
    aliases: [openllm france, lucie llm]
    products:
      - { name: Lucie, type: AI_model }
      - { name: Claire, type: AI_model }
    country: FR
    language: fr
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=OpenLLM-France&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=OpenLLM-France&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: website, url: "https://openllm-france.fr/", type: HTML, connector: http, tier: C }
  - id: utter-project
    name: UTTER project (EU)
    domain: he-utter.eu
    categories: [ai, research]
    tier: B
    aliases: [utter project, eurollm]
    products:
      - { name: EuroLLM, type: AI_model }
    country: EU
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=utter-project&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://he-utter.eu/", type: HTML, connector: http, tier: D }
  - id: occiglot
    name: Occiglot
    domain: occiglot.eu
    categories: [ai, research, open-source]
    tier: B
    aliases: [occiglot]
    products:
      - { name: Occiglot, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=occiglot&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://occiglot.eu/", type: HTML, connector: http, tier: D }
  - id: opengpt-x
    name: OpenGPT-X
    domain: opengpt-x.de
    categories: [ai, research]
    tier: B
    aliases: [opengpt-x, teuken]
    products:
      - { name: Teuken, type: AI_model, aliases: [teuken-7b] }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=openGPT-X&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://opengpt-x.de/en/", type: HTML, connector: http, tier: D }
  - id: deepset
    name: deepset
    domain: deepset.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [deepset, haystack]
    products:
      - { name: Haystack, type: software }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=deepset&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: haystack releases, url: "https://github.com/deepset-ai/haystack/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: deepset-ai/haystack, kind: releases } }
      - { name: blog, url: "https://www.deepset.ai/blog", type: HTML, connector: http, tier: C }
  - id: vago-solutions
    name: VAGO solutions
    domain: vago-solutions.ai
    categories: [ai]
    tier: B
    aliases: [vago solutions, sauerkrautlm]
    products:
      - { name: SauerkrautLM, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=VAGOsolutions&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: disco-research
    name: DiscoResearch
    domain: huggingface.co
    homepage: https://huggingface.co/DiscoResearch
    categories: [ai, open-source]
    tier: B
    aliases: [discoresearch, discolm]
    products:
      - { name: DiscoLM, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=DiscoResearch&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: swiss-ai-initiative
    name: Swiss AI Initiative (ETH / EPFL)
    domain: swiss-ai.org
    categories: [ai, research]
    tier: B
    aliases: [swiss ai initiative, apertus]
    products:
      - { name: Apertus, type: AI_model }
    country: CH
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=swiss-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: apertus page, url: "https://www.swiss-ai.org/apertus", type: HTML, connector: http, tier: C }
  - id: hplt
    name: HPLT project
    domain: hplt-project.org
    categories: [ai, research, open-data]
    tier: B
    aliases: [hplt, high performance language technologies]
    products:
      - { name: HPLT datasets, type: dataset }
    country: EU
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=HPLT&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=HPLT&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
  - id: speakleash
    name: SpeakLeash (Bielik)
    domain: speakleash.org
    categories: [ai, open-source, ngo]
    tier: B
    aliases: [speakleash, bielik]
    products:
      - { name: Bielik, type: AI_model }
    country: PL
    language: pl
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=speakleash&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: bielik website, url: "https://bielik.ai/", type: HTML, connector: http, tier: C }
  - id: ai-sweden
    name: AI Sweden
    domain: ai.se
    categories: [ai, research]
    tier: B
    aliases: [ai sweden, gpt-sw3]
    products:
      - { name: GPT-SW3, type: AI_model }
    country: SE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=AI-Sweden-Models&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://www.ai.se/en/news", type: HTML, connector: http, tier: C }
  - id: kb-lab
    name: KBLab (National Library of Sweden)
    domain: kb.se
    categories: [ai, research, open-data]
    tier: B
    aliases: [kblab, kungliga biblioteket lab]
    country: SE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=KBLab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://kb-labb.github.io/", type: HTML, connector: http, tier: D }
  - id: national-library-of-norway
    name: National Library of Norway AI Lab
    domain: nb.no
    categories: [ai, research, open-data]
    tier: B
    aliases: [nb ai lab, nbailab, nasjonalbiblioteket]
    products:
      - { name: NB-Whisper, type: AI_model }
      - { name: NorMistral, type: AI_model }
    country: "NO"
    discover: { rss: true, status: false }
    sensors:
      - { name: nb ai lab hugging face models, url: "https://huggingface.co/api/models?author=NbAiLab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: nb ai lab datasets, url: "https://huggingface.co/api/datasets?author=NbAiLab&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: ai lab website, url: "https://ai.nb.no/", type: HTML, connector: http, tier: D }
  - id: mideind
    name: Miðeind
    domain: mideind.is
    categories: [ai]
    tier: B
    aliases: [mideind, miðeind]
    country: IS
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=mideind&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://www.mideind.is/en/", type: HTML, connector: http, tier: D }
  - id: turkunlp
    name: TurkuNLP (University of Turku)
    domain: turkunlp.org
    categories: [ai, research]
    tier: B
    aliases: [turkunlp, lumiopen, poro, viking llm]
    products:
      - { name: Poro, type: AI_model }
      - { name: Viking, type: AI_model }
    country: FI
    discover: { rss: true, status: false }
    sensors:
      - { name: turkunlp hugging face models, url: "https://huggingface.co/api/models?author=TurkuNLP&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: lumiopen hugging face models, url: "https://huggingface.co/api/models?author=LumiOpen&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: lumiopen datasets, url: "https://huggingface.co/api/datasets?author=LumiOpen&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: website, url: "https://turkunlp.org/", type: HTML, connector: http, tier: D }
  - id: barcelona-supercomputing-center
    name: Barcelona Supercomputing Center
    domain: bsc.es
    categories: [research, ai]
    tier: B
    aliases: [bsc, barcelona supercomputing center, salamandra, alia]
    products:
      - { name: Salamandra, type: AI_model }
      - { name: ALIA, type: AI_model }
    country: ES
    discover: { rss: true, status: false }
    sensors:
      - { name: bsc language technologies models, url: "https://huggingface.co/api/models?author=BSC-LT&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: projecte aina models, url: "https://huggingface.co/api/models?author=projecte-aina&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://www.bsc.es/news", type: HTML, connector: http, tier: C }
  - id: hitz
    name: HiTZ Basque Center for Language Technology
    domain: hitz.eus
    categories: [ai, research]
    tier: B
    aliases: [hitz, latxa]
    products:
      - { name: Latxa, type: AI_model }
    country: ES
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=HiTZ&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: unbabel
    name: Unbabel
    domain: unbabel.com
    categories: [ai]
    tier: B
    aliases: [unbabel, tower llm, comet metric]
    products:
      - { name: Tower, type: AI_model, aliases: [towerinstruct] }
      - { name: COMET, type: AI_model }
    country: PT
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Unbabel&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://www.unbabel.com/blog", type: HTML, connector: http, tier: C }
  - id: sber-ai
    name: Sber AI
    domain: sberbank.ru
    homepage: https://www.sberbank.com/en/press_center/all
    categories: [ai, finance]
    tier: B
    aliases: [sber ai, ai-forever, gigachat, kandinsky]
    products:
      - { name: GigaChat, type: AI_model }
      - { name: Kandinsky, type: AI_model }
    country: RU
    language: ru
    discover: { rss: true, status: false }
    sensors:
      - { name: ai-forever hugging face models, url: "https://huggingface.co/api/models?author=ai-forever&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: kandinsky community models, url: "https://huggingface.co/api/models?author=kandinsky-community&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: yandex
    name: Yandex
    domain: yandex.com
    categories: [internet, ai]
    tier: B
    aliases: [yandex, yandexgpt]
    products:
      - { name: YandexGPT, type: AI_model }
      - { name: YaLM, type: AI_model }
    country: RU
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=yandex&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: company news, url: "https://yandex.com/company/news", type: HTML, connector: http, tier: C }
  - id: t-bank
    name: T-Bank (T-Tech)
    domain: tbank.ru
    categories: [finance, ai]
    tier: B
    aliases: [t-bank, t-tech, tinkoff, t-lite]
    products:
      - { name: T-lite, type: AI_model }
      - { name: T-pro, type: AI_model }
    country: RU
    discover: { rss: true, status: false }
    sensors:
      - { name: t-tech hugging face models, url: "https://huggingface.co/api/models?author=t-tech&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: mbzuai
    name: Mohamed bin Zayed University of Artificial Intelligence
    domain: mbzuai.ac.ae
    categories: [education, ai, research]
    tier: B
    aliases: [mbzuai, jais, k2 llm]
    products:
      - { name: Jais, type: AI_model }
      - { name: K2, type: AI_model }
    country: AE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=MBZUAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: silma-ai
    name: SILMA AI
    domain: silma.ai
    categories: [ai]
    tier: B
    aliases: [silma]
    country: SA
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=silma-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://silma.ai/", type: HTML, connector: http, tier: D }
  - id: qcri
    name: Qatar Computing Research Institute
    domain: qcri.org
    categories: [research, ai]
    tier: B
    aliases: [qcri, fanar]
    products:
      - { name: Fanar, type: AI_model }
    country: QA
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=QCRI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  # ───────────────────────── Other labs — Asia-Pacific ─────────────────────────
  - id: kakao
    name: Kakao
    domain: kakaocorp.com
    categories: [internet, ai]
    tier: B
    aliases: [kakao, kanana]
    products:
      - { name: Kanana, type: AI_model }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=kakaocorp&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: kanana repository commits, url: "https://github.com/kakao/kanana/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: kakao/kanana, kind: commits, branch: main } }
  - id: naver
    name: Naver
    domain: navercorp.com
    categories: [internet, ai]
    tier: B
    aliases: [naver, hyperclova, hyperclova x, clova]
    products:
      - { name: HyperCLOVA X, type: AI_model }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hyperclova x hugging face models, url: "https://huggingface.co/api/models?author=naver-hyperclovax&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: naver hugging face models (splade), url: "https://huggingface.co/api/models?author=naver&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: clova tech blog, url: "https://clova.ai/en/tech-blog", type: HTML, connector: http, tier: C }
  - id: upstage
    name: Upstage
    domain: upstage.ai
    categories: [ai]
    tier: B
    aliases: [upstage, solar llm]
    products:
      - { name: Solar, type: AI_model, aliases: [solar pro] }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=upstage&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://www.upstage.ai/blog", type: HTML, connector: http, tier: C }
  - id: trillion-labs
    name: Trillion Labs
    domain: trillionlabs.co
    categories: [ai]
    tier: B
    aliases: [trillion labs]
    products:
      - { name: Trillion, type: AI_model, aliases: [tri-7b] }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=trillionlabs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: sakana-ai
    name: Sakana AI
    domain: sakana.ai
    categories: [ai, research]
    tier: B
    aliases: [sakana ai, sakana]
    products:
      - { name: EvoLLM-JP, type: AI_model }
      - { name: TinySwallow, type: AI_model }
      - { name: AI Scientist, type: software }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=SakanaAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: evolutionary model merge tags, url: "https://github.com/SakanaAI/evolutionary-model-merge/tags.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SakanaAI/evolutionary-model-merge, kind: tags } }
      - { name: ai scientist repository commits, url: "https://github.com/SakanaAI/AI-Scientist/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SakanaAI/AI-Scientist, kind: commits, branch: main } }
  - id: rinna
    name: rinna
    domain: rinna.co.jp
    categories: [ai]
    tier: B
    aliases: [rinna]
    products:
      - { name: Youri, type: AI_model }
      - { name: Nekomata, type: AI_model }
    country: JP
    language: ja
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=rinna&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: stockmark
    name: Stockmark
    domain: stockmark.co.jp
    categories: [ai]
    tier: B
    aliases: [stockmark]
    country: JP
    language: ja
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=stockmark&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: llm-jp
    name: LLM-jp (NII)
    domain: llm-jp.nii.ac.jp
    categories: [ai, research]
    tier: B
    aliases: [llm-jp, llmjp]
    products:
      - { name: LLM-jp-3, type: AI_model }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=llm-jp&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=llm-jp&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: llm-jp-eval releases, url: "https://github.com/llm-jp/llm-jp-eval/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: llm-jp/llm-jp-eval, kind: releases } }
      - { name: news, url: "https://llm-jp.nii.ac.jp/en/news/", type: HTML, connector: http, tier: C }
  - id: elyza
    name: ELYZA
    domain: elyza.ai
    categories: [ai]
    tier: B
    aliases: [elyza]
    products:
      - { name: ELYZA-japanese-Llama, type: AI_model }
    country: JP
    language: ja
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=elyza&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://elyza.ai/news", type: HTML, connector: http, tier: D }
  - id: cyberagent
    name: CyberAgent
    domain: cyberagent.co.jp
    categories: [media, ai]
    tier: B
    aliases: [cyberagent, calm llm]
    products:
      - { name: CALM, type: AI_model, aliases: [calm3] }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=cyberagent&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://www.cyberagent.co.jp/en/news/", type: HTML, connector: http, tier: C }
  - id: preferred-networks
    name: Preferred Networks
    domain: preferred.jp
    categories: [ai]
    tier: B
    aliases: [preferred networks, pfn, plamo]
    products:
      - { name: PLaMo, type: AI_model }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=pfnet&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://www.preferred.jp/en/news/", type: HTML, connector: http, tier: C }
  - id: swallow-llm
    name: Swallow LLM (Institute of Science Tokyo)
    domain: swallow-llm.github.io
    categories: [ai, research]
    tier: B
    aliases: [swallow llm, tokyotech-llm, llama-3-swallow]
    products:
      - { name: Swallow, type: AI_model }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=tokyotech-llm&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://swallow-llm.github.io/index.en.html", type: HTML, connector: http, tier: D }
  - id: sb-intuitions
    name: SB Intuitions (SoftBank)
    domain: sbintuitions.co.jp
    categories: [ai]
    tier: B
    aliases: [sb intuitions, sarashina]
    products:
      - { name: Sarashina, type: AI_model }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=sbintuitions&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: kotoba-tech
    name: Kotoba Technologies
    domain: kotoba.tech
    categories: [ai]
    tier: B
    aliases: [kotoba technologies, kotoba-whisper]
    products:
      - { name: Kotoba-Whisper, type: AI_model }
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=kotoba-tech&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: website, url: "https://kotoba.tech/", type: HTML, connector: http, tier: D }
  - id: abeja
    name: ABEJA
    domain: abejainc.com
    categories: [ai]
    tier: B
    aliases: [abeja]
    country: JP
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=abeja&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: news, url: "https://www.abejainc.com/en/news", type: HTML, connector: http, tier: D }
  - id: sea-ai-lab
    name: Sea AI Lab
    domain: sail.sea.com
    categories: [ai, research]
    tier: B
    aliases: [sea ai lab, sail, seallms]
    products:
      - { name: SeaLLMs, type: AI_model }
      - { name: Sailor, type: AI_model }
    country: SG
    discover: { rss: true, status: false }
    sensors:
      - { name: sail hugging face models, url: "https://huggingface.co/api/models?author=sail&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: seallms hugging face models, url: "https://huggingface.co/api/models?author=SeaLLMs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: ai-singapore
    name: AI Singapore
    domain: aisingapore.org
    categories: [ai, research, government]
    tier: B
    aliases: [ai singapore, sea-lion, aisg]
    products:
      - { name: SEA-LION, type: AI_model }
    country: SG
    discover: { rss: true, status: false }
    sensors:
      - { name: sea-lion hugging face models, url: "https://huggingface.co/api/models?author=aisingapore&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: sea-lion website, url: "https://sea-lion.ai/", type: HTML, connector: http, tier: C }
  - id: vinai
    name: VinAI
    domain: vinai.io
    categories: [ai, research]
    tier: B
    aliases: [vinai, phobert, pho-gpt]
    products:
      - { name: PhoGPT, type: AI_model }
      - { name: PhoBERT, type: AI_model }
    country: VN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=vinai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: sarvam-ai
    name: Sarvam AI
    domain: sarvam.ai
    categories: [ai]
    tier: B
    aliases: [sarvam, sarvam ai]
    products:
      - { name: Sarvam-M, type: AI_model }
      - { name: Sarvam-1, type: AI_model }
    country: IN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=sarvamai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://www.sarvam.ai/blogs", type: HTML, connector: http, tier: C }
  - id: ai4bharat
    name: AI4Bharat (IIT Madras)
    domain: ai4bharat.iitm.ac.in
    categories: [ai, research]
    tier: B
    aliases: [ai4bharat, indictrans]
    products:
      - { name: IndicTrans2, type: AI_model }
      - { name: IndicConformer, type: AI_model }
    country: IN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=ai4bharat&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=ai4bharat&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: indictrans2 commits, url: "https://github.com/AI4Bharat/IndicTrans2/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: AI4Bharat/IndicTrans2, kind: commits, branch: main } }
  - id: krutrim
    name: Krutrim (Ola)
    domain: olakrutrim.com
    categories: [ai]
    tier: B
    aliases: [krutrim, ola krutrim]
    products:
      - { name: Krutrim, type: AI_model }
    country: IN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=krutrim-ai-labs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://olakrutrim.com/blog", type: HTML, connector: http, tier: D }
  # ───────────────────────── Image, video and audio model companies ─────────────────────────
  - id: lightricks
    name: Lightricks
    domain: lightricks.com
    categories: [ai, media]
    tier: B
    aliases: [lightricks, ltx video, ltx studio]
    products:
      - { name: LTX-Video, type: AI_model, aliases: [ltxv, ltx-2] }
    country: IL
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Lightricks&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: ltx-video releases, url: "https://github.com/Lightricks/LTX-Video/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Lightricks/LTX-Video, kind: releases } }
      - { name: ltx studio pricing, url: "https://ltx.studio/pricing", type: HTML, connector: http, tier: C }
  - id: genmo
    name: Genmo
    domain: genmo.ai
    categories: [ai, media]
    tier: B
    aliases: [genmo, mochi]
    products:
      - { name: Mochi, type: AI_model, aliases: [mochi 1] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=genmo&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://genmo.ai/blog", type: HTML, connector: http, tier: C }
  - id: fal
    name: fal
    domain: fal.ai
    categories: [ai, developer, cloud]
    tier: B
    aliases: [fal.ai, fal ai]
    products:
      - { name: fal API, type: API }
      - { name: AuraFlow, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=fal&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: fal python client releases, url: "https://github.com/fal-ai/fal/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: fal-ai/fal, kind: releases } }
      - { name: fal js client releases, url: "https://github.com/fal-ai/fal-js/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: fal-ai/fal-js, kind: releases } }
      - { name: models gallery, url: "https://fal.ai/models", type: HTML, connector: http, tier: B }
      - { name: pricing, url: "https://fal.ai/pricing", type: HTML, connector: http, tier: C }
      - { name: blog feed, url: "https://blog.fal.ai/rss/", type: RSS, connector: rss, tier: B }
      - { name: status, url: "https://status.fal.ai/api/v2/summary.json", type: STATUSPAGE, connector: statuspage, tier: S }
  - id: playground-ai
    name: Playground
    domain: playground.com
    categories: [ai, media]
    tier: B
    aliases: [playground ai, playgroundai]
    products:
      - { name: Playground v3, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=playgroundai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://playground.com/blog", type: HTML, connector: http, tier: D }
  - id: rundiffusion
    name: RunDiffusion
    domain: rundiffusion.com
    categories: [ai, media]
    tier: B
    aliases: [rundiffusion, juggernaut xl]
    products:
      - { name: Juggernaut, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=RunDiffusion&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://rundiffusion.com/blog", type: HTML, connector: http, tier: D }
  - id: ostris
    name: Ostris (AI Toolkit)
    domain: ostris.com
    categories: [ai, open-source]
    tier: B
    aliases: [ostris, ai toolkit]
    products:
      - { name: AI Toolkit, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=ostris&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: bria
    name: Bria AI
    domain: bria.ai
    categories: [ai, media]
    tier: B
    aliases: [bria, rmbg]
    products:
      - { name: RMBG, type: AI_model }
      - { name: Bria FIBO, type: AI_model }
    country: IL
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=briaai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://bria.ai/blog", type: HTML, connector: http, tier: D }
  - id: segmind
    name: Segmind
    domain: segmind.com
    categories: [ai, developer]
    tier: B
    aliases: [segmind, ssd-1b]
    products:
      - { name: SSD-1B, type: AI_model }
    country: IN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=segmind&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: civitai
    name: Civitai
    domain: civitai.com
    categories: [ai, media, internet]
    tier: B
    aliases: [civitai]
    llm: false
    country: US
    discover: { rss: true, status: false }
    notes: "Public REST API (models sorted by Newest / Most Downloaded); very high volume \u2014 heuristics only."
    sensors:
      - { name: newest models api, url: "https://civitai.com/api/v1/models?limit=50&sort=Newest", type: REST_API, connector: jsonlist, tier: B, config: { itemsPath: items, keyField: id, titleField: name, urlTemplate: "https://civitai.com/models/{key}", compareFields: [type, nsfw], maxItems: 50 } }
      - { name: most downloaded models api, url: "https://civitai.com/api/v1/models?limit=50&sort=Most%20Downloaded&period=Week", type: REST_API, connector: jsonlist, tier: C, config: { itemsPath: items, keyField: id, titleField: name, urlTemplate: "https://civitai.com/models/{key}", compareFields: [type], maxItems: 50 } }
  - id: comfy-org
    name: Comfy Org (ComfyUI)
    domain: comfy.org
    categories: [ai, open-source, developer]
    tier: B
    aliases: [comfyui, comfy org, comfyanonymous]
    products:
      - { name: ComfyUI, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: comfyui releases, url: "https://github.com/comfyanonymous/ComfyUI/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: comfyanonymous/ComfyUI, kind: releases } }
      - { name: comfyui manager releases, url: "https://github.com/Comfy-Org/ComfyUI-Manager/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Comfy-Org/ComfyUI-Manager, kind: releases } }
      - { name: comfyui desktop releases, url: "https://github.com/Comfy-Org/desktop/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Comfy-Org/desktop, kind: releases } }
      - { name: blog feed, url: "https://blog.comfy.org/feed/", type: RSS, connector: rss, tier: B }
      - { name: blog, url: "https://blog.comfy.org/", type: HTML, connector: http, tier: B }
  - id: invoke-ai
    name: Invoke
    domain: invoke.com
    categories: [ai, open-source]
    tier: B
    aliases: [invokeai, invoke ai]
    products:
      - { name: InvokeAI, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: invokeai releases, url: "https://github.com/invoke-ai/InvokeAI/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: invoke-ai/InvokeAI, kind: releases } }
  - id: stable-diffusion-webui
    name: Stable Diffusion web UI (AUTOMATIC1111)
    domain: github.com
    homepage: https://github.com/AUTOMATIC1111/stable-diffusion-webui
    categories: [ai, open-source]
    tier: B
    aliases: [automatic1111, a1111, sd webui, fooocus]
    products:
      - { name: Fooocus, type: software }
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: stable diffusion webui releases, url: "https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: AUTOMATIC1111/stable-diffusion-webui, kind: releases } }
      - { name: fooocus releases, url: "https://github.com/lllyasviel/Fooocus/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: lllyasviel/Fooocus, kind: releases } }
  - id: zyphra
    name: Zyphra
    domain: zyphra.com
    categories: [ai]
    tier: B
    aliases: [zyphra, zonos, zamba]
    products:
      - { name: Zonos, type: AI_model }
      - { name: Zamba, type: AI_model, aliases: [zamba2] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Zyphra&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: zonos repository commits, url: "https://github.com/Zyphra/Zonos/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: Zyphra/Zonos, kind: commits, branch: main } }
      - { name: research, url: "https://www.zyphra.com/post", type: HTML, connector: http, tier: C }
  - id: kokoro
    name: Kokoro TTS (hexgrad)
    domain: huggingface.co
    homepage: https://huggingface.co/hexgrad
    categories: [ai, open-source]
    tier: B
    aliases: [kokoro, kokoro tts, hexgrad]
    products:
      - { name: Kokoro, type: AI_model, aliases: [kokoro-82m] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=hexgrad&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: canopy-labs
    name: Canopy Labs
    domain: canopylabs.ai
    categories: [ai]
    tier: B
    aliases: [canopy labs, orpheus tts]
    products:
      - { name: Orpheus, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=canopylabs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: orpheus tts repository commits, url: "https://github.com/canopyai/Orpheus-TTS/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: canopyai/Orpheus-TTS, kind: commits, branch: main } }
  - id: suno
    name: Suno
    domain: suno.com
    categories: [ai, media]
    tier: B
    aliases: [suno, suno ai, bark tts]
    products:
      - { name: Bark, type: AI_model }
      - { name: Suno v4, type: AI_model, aliases: [suno v4.5, suno v5] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models (bark), url: "https://huggingface.co/api/models?author=suno&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: bark repository commits, url: "https://github.com/suno-ai/bark/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: suno-ai/bark, kind: commits, branch: main } }
      - { name: blog, url: "https://suno.com/blog", type: HTML, connector: http, tier: C }
  - id: coqui
    name: Coqui
    domain: coqui.ai
    categories: [ai, open-source]
    tier: B
    aliases: [coqui, xtts]
    products:
      - { name: XTTS, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=coqui&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: coqui tts releases, url: "https://github.com/coqui-ai/TTS/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: coqui-ai/TTS, kind: releases } }
  - id: sesame
    name: Sesame
    domain: sesame.com
    categories: [ai]
    tier: B
    aliases: [sesame ai, csm model]
    products:
      - { name: CSM, type: AI_model, aliases: [conversational speech model] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=sesame&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: csm repository commits, url: "https://github.com/SesameAILabs/csm/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SesameAILabs/csm, kind: commits, branch: main } }
      - { name: research, url: "https://sesame.com/research", type: HTML, connector: http, tier: C }
  - id: nari-labs
    name: Nari Labs
    domain: narilabs.ai
    categories: [ai]
    tier: B
    aliases: [nari labs, dia tts]
    products:
      - { name: Dia, type: AI_model }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=nari-labs&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: dia repository commits, url: "https://github.com/nari-labs/dia/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: nari-labs/dia, kind: commits, branch: main } }
  - id: fish-audio
    name: Fish Audio
    domain: fish.audio
    categories: [ai]
    tier: B
    aliases: [fish audio, fish speech, openaudio]
    products:
      - { name: Fish Speech, type: AI_model }
      - { name: OpenAudio S1, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=fishaudio&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: fish-speech releases, url: "https://github.com/fishaudio/fish-speech/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: fishaudio/fish-speech, kind: releases } }
  - id: f5-tts
    name: F5-TTS (SWivid)
    domain: huggingface.co
    homepage: https://github.com/SWivid/F5-TTS
    categories: [ai, open-source]
    tier: B
    aliases: [f5-tts, swivid]
    products:
      - { name: F5-TTS, type: AI_model }
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=SWivid&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: f5-tts releases, url: "https://github.com/SWivid/F5-TTS/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SWivid/F5-TTS, kind: releases } }
  - id: resemble-ai
    name: Resemble AI
    domain: resemble.ai
    categories: [ai]
    tier: B
    aliases: [resemble ai, chatterbox tts]
    products:
      - { name: Chatterbox, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=ResembleAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: chatterbox releases, url: "https://github.com/resemble-ai/chatterbox/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: resemble-ai/chatterbox, kind: releases } }
      - { name: pricing, url: "https://www.resemble.ai/pricing/", type: HTML, connector: http, tier: C }
  - id: speechbrain
    name: SpeechBrain
    domain: speechbrain.github.io
    categories: [ai, open-source, research]
    tier: B
    aliases: [speechbrain]
    country: CA
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=speechbrain&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: speechbrain releases, url: "https://github.com/speechbrain/speechbrain/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: speechbrain/speechbrain, kind: releases } }
  - id: pyannote
    name: pyannote
    domain: pyannote.ai
    categories: [ai, open-source]
    tier: B
    aliases: [pyannote, pyannote.audio, speaker diarization]
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=pyannote&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: pyannote-audio releases, url: "https://github.com/pyannote/pyannote-audio/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: pyannote/pyannote-audio, kind: releases } }
  - id: systran
    name: SYSTRAN
    domain: systran.net
    categories: [ai]
    tier: B
    aliases: [systran, faster-whisper]
    products:
      - { name: faster-whisper, type: software }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: faster-whisper releases, url: "https://github.com/SYSTRAN/faster-whisper/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: SYSTRAN/faster-whisper, kind: releases } }
      - { name: whisperx releases, url: "https://github.com/m-bain/whisperX/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: m-bain/whisperX, kind: releases } }
  - id: deepgram
    name: Deepgram
    domain: deepgram.com
    categories: [ai, developer]
    tier: B
    aliases: [deepgram, nova-3]
    products:
      - { name: Nova, type: AI_model, aliases: [nova-3] }
      - { name: Aura, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://deepgram.com/pricing", type: HTML, connector: http, tier: C }
      - { name: changelog, url: "https://deepgram.com/changelog", type: HTML, connector: http, tier: B }
      - { name: models and languages docs, url: "https://developers.deepgram.com/docs/models-languages-overview", type: HTML, connector: http, tier: B }
      - { name: sdk python releases, url: "https://github.com/deepgram/deepgram-python-sdk/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: deepgram/deepgram-python-sdk, kind: releases } }
      - { name: status, url: "https://status.deepgram.com/api/v2/summary.json", type: STATUSPAGE, connector: statuspage, tier: S }
  - id: assemblyai
    name: AssemblyAI
    domain: assemblyai.com
    categories: [ai, developer]
    tier: B
    aliases: [assemblyai, universal-2]
    products:
      - { name: Universal, type: AI_model, aliases: [universal-2, slam-1] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://www.assemblyai.com/pricing", type: HTML, connector: http, tier: C }
      - { name: changelog, url: "https://www.assemblyai.com/changelog", type: HTML, connector: http, tier: B }
      - { name: sdk python releases, url: "https://github.com/AssemblyAI/assemblyai-python-sdk/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: AssemblyAI/assemblyai-python-sdk, kind: releases } }
      - { name: status, url: "https://status.assemblyai.com/api/v2/summary.json", type: STATUSPAGE, connector: statuspage, tier: S }
  - id: speechmatics
    name: Speechmatics
    domain: speechmatics.com
    categories: [ai, developer]
    tier: B
    aliases: [speechmatics, ursa]
    products:
      - { name: Ursa, type: AI_model }
    country: GB
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://www.speechmatics.com/pricing", type: HTML, connector: http, tier: C }
  - id: hume-ai
    name: Hume AI
    domain: hume.ai
    categories: [ai]
    tier: B
    aliases: [hume, hume ai, octave tts, evi]
    products:
      - { name: Octave, type: AI_model }
      - { name: EVI, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: changelog, url: "https://dev.hume.ai/changelog", type: HTML, connector: http, tier: B }
      - { name: pricing, url: "https://www.hume.ai/pricing", type: HTML, connector: http, tier: C }
  - id: luma-ai
    name: Luma AI
    domain: lumalabs.ai
    categories: [ai, media]
    tier: B
    aliases: [luma ai, luma labs, dream machine, ray2]
    products:
      - { name: Dream Machine, type: AI_model }
      - { name: Ray, type: AI_model, aliases: [ray2, ray 3] }
      - { name: Photon, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://lumalabs.ai/pricing", type: HTML, connector: http, tier: C }
      - { name: blog, url: "https://lumalabs.ai/blog", type: HTML, connector: http, tier: B }
      - { name: api changelog, url: "https://docs.lumalabs.ai/changelog", type: HTML, connector: http, tier: B }
  - id: pika
    name: Pika
    domain: pika.art
    categories: [ai, media]
    tier: B
    aliases: [pika, pika labs]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://pika.art/pricing", type: HTML, connector: http, tier: C }
  - id: krea
    name: Krea
    domain: krea.ai
    categories: [ai, media]
    tier: B
    aliases: [krea, krea ai]
    products:
      - { name: Krea 1, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: pricing, url: "https://www.krea.ai/pricing", type: HTML, connector: http, tier: C }
  - id: udio
    name: Udio
    domain: udio.com
    categories: [ai, media]
    tier: B
    aliases: [udio]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: blog, url: "https://www.udio.com/blog", type: HTML, connector: http, tier: C }
  # ───────────────────────── Embeddings, retrieval and search model companies ─────────────────────────
  - id: jina-ai
    name: Jina AI
    domain: jina.ai
    categories: [ai, developer]
    tier: B
    aliases: [jina, jina ai, jina embeddings]
    products:
      - { name: jina-embeddings, type: AI_model, aliases: [jina-embeddings-v3, jina-embeddings-v4] }
      - { name: ReaderLM, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=jinaai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: embeddings page, url: "https://jina.ai/embeddings/", type: HTML, connector: http, tier: C }
      - { name: news, url: "https://jina.ai/news/", type: HTML, connector: http, tier: B }
  - id: nomic-ai
    name: Nomic AI
    domain: nomic.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [nomic, nomic ai, gpt4all, nomic embed]
    products:
      - { name: nomic-embed, type: AI_model, aliases: [nomic-embed-text] }
      - { name: GPT4All, type: software }
      - { name: Atlas, type: product }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=nomic-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=nomic-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: gpt4all releases, url: "https://github.com/nomic-ai/gpt4all/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: nomic-ai/gpt4all, kind: releases } }
      - { name: nomic client releases, url: "https://github.com/nomic-ai/nomic/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: nomic-ai/nomic, kind: releases } }
      - { name: blog, url: "https://www.nomic.ai/blog", type: HTML, connector: http, tier: B }
  - id: mixedbread
    name: Mixedbread
    domain: mixedbread.com
    categories: [ai, developer]
    tier: B
    aliases: [mixedbread, mixedbread ai, mxbai]
    products:
      - { name: mxbai-embed, type: AI_model }
      - { name: mxbai-rerank, type: AI_model }
    country: DE
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=mixedbread-ai&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: blog, url: "https://www.mixedbread.com/blog", type: HTML, connector: http, tier: B }
      - { name: pricing, url: "https://www.mixedbread.com/pricing", type: HTML, connector: http, tier: C }
      - { name: batched releases, url: "https://github.com/mixedbread-ai/batched/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: mixedbread-ai/batched, kind: releases } }
  - id: voyage-ai
    name: Voyage AI (MongoDB)
    domain: voyageai.com
    categories: [ai, developer]
    tier: B
    aliases: [voyage ai, voyage embeddings]
    products:
      - { name: voyage-3, type: AI_model, aliases: [voyage-3.5, voyage-code-3] }
      - { name: rerank-2, type: AI_model }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: embeddings docs, url: "https://docs.voyageai.com/docs/embeddings", type: HTML, connector: http, tier: B }
      - { name: pricing docs, url: "https://docs.voyageai.com/docs/pricing", type: HTML, connector: http, tier: C }
      - { name: blog, url: "https://blog.voyageai.com/", type: HTML, connector: http, tier: B }
  - id: marqo
    name: Marqo
    domain: marqo.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [marqo]
    country: AU
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Marqo&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: marqo releases, url: "https://github.com/marqo-ai/marqo/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: marqo-ai/marqo, kind: releases } }
      - { name: blog, url: "https://www.marqo.ai/blog", type: HTML, connector: http, tier: D }
  - id: linq
    name: Linq
    domain: getlinq.com
    categories: [ai, finance]
    tier: B
    aliases: [linq ai research, linq-embed]
    products:
      - { name: Linq-Embed-Mistral, type: AI_model }
    country: KR
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=Linq-AI-Research&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: D, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  # ───────────────────────── Local inference, fine-tuning and open-source LLM tooling ─────────────────────────
  - id: unsloth
    name: Unsloth
    domain: unsloth.ai
    categories: [ai, open-source, developer]
    tier: B
    aliases: [unsloth, unsloth ai, dynamic 2.0 gguf]
    products:
      - { name: Unsloth, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=unsloth&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: unsloth releases, url: "https://github.com/unslothai/unsloth/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: unslothai/unsloth, kind: releases } }
      - { name: all our models docs, url: "https://docs.unsloth.ai/get-started/all-our-models", type: HTML, connector: http, tier: B }
  - id: lm-studio
    name: LM Studio
    domain: lmstudio.ai
    categories: [ai, developer, software]
    tier: B
    aliases: [lm studio, lmstudio, lmstudio-community]
    products:
      - { name: LM Studio, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: model catalog, url: "https://lmstudio.ai/models", type: HTML, connector: http, tier: A }
      - { name: blog, url: "https://lmstudio.ai/blog", type: HTML, connector: http, tier: B }
  - id: jan
    name: Jan (Menlo Research)
    domain: jan.ai
    categories: [ai, open-source, software]
    tier: B
    aliases: [jan ai, menlo research, jan-nano, lucy model]
    products:
      - { name: Jan, type: software }
      - { name: Jan-nano, type: AI_model }
      - { name: Lucy, type: AI_model }
    country: SG
    discover: { rss: true, status: false }
    sensors:
      - { name: menlo research hugging face models, url: "https://huggingface.co/api/models?author=Menlo&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: jan-hq hugging face models, url: "https://huggingface.co/api/models?author=jan-hq&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: jan releases, url: "https://github.com/janhq/jan/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: janhq/jan, kind: releases } }
      - { name: changelog, url: "https://jan.ai/changelog", type: HTML, connector: http, tier: B }
      - { name: blog, url: "https://jan.ai/blog", type: HTML, connector: http, tier: C }
  - id: arli-ai
    name: Arli AI
    domain: arliai.com
    categories: [ai, developer]
    tier: B
    aliases: [arli ai, arliai]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face models, url: "https://huggingface.co/api/models?author=ArliAI&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
      - { name: pricing, url: "https://www.arliai.com/pricing", type: HTML, connector: http, tier: D }
  - id: sglang
    name: SGLang
    domain: sglang.ai
    categories: [ai, open-source, developer]
    tier: B
    aliases: [sglang, sgl-project]
    products:
      - { name: SGLang, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: sglang releases, url: "https://github.com/sgl-project/sglang/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: sgl-project/sglang, kind: releases } }
  - id: exo-labs
    name: EXO Labs
    domain: exolabs.net
    categories: [ai, open-source]
    tier: B
    aliases: [exo labs, exo-explore]
    products:
      - { name: exo, type: software }
    country: GB
    discover: { rss: true, status: false }
    sensors:
      - { name: exo releases, url: "https://github.com/exo-explore/exo/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: exo-explore/exo, kind: releases } }
  - id: axolotl
    name: Axolotl AI
    domain: axolotl.ai
    categories: [ai, open-source, developer]
    tier: B
    aliases: [axolotl]
    products:
      - { name: Axolotl, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: axolotl releases, url: "https://github.com/axolotl-ai-cloud/axolotl/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: axolotl-ai-cloud/axolotl, kind: releases } }
  - id: llama-factory
    name: LLaMA-Factory
    domain: llamafactory.readthedocs.io
    categories: [ai, open-source, developer]
    tier: B
    aliases: [llama factory, llamafactory, hiyouga]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: llama-factory releases, url: "https://github.com/hiyouga/LLaMA-Factory/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: hiyouga/LLaMA-Factory, kind: releases } }
  - id: open-webui
    name: Open WebUI
    domain: openwebui.com
    categories: [ai, open-source, software]
    tier: B
    aliases: [open webui, open-webui]
    products:
      - { name: Open WebUI, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: open webui releases, url: "https://github.com/open-webui/open-webui/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: open-webui/open-webui, kind: releases } }
  - id: librechat
    name: LibreChat
    domain: librechat.ai
    categories: [ai, open-source, software]
    tier: B
    aliases: [librechat]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: librechat releases, url: "https://github.com/danny-avila/LibreChat/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: danny-avila/LibreChat, kind: releases } }
      - { name: changelog, url: "https://www.librechat.ai/changelog", type: HTML, connector: http, tier: C }
  - id: lobehub
    name: LobeHub
    domain: lobehub.com
    categories: [ai, open-source, software]
    tier: B
    aliases: [lobehub, lobe chat, lobe-chat]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: lobe chat releases, url: "https://github.com/lobehub/lobe-chat/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: lobehub/lobe-chat, kind: releases } }
      - { name: changelog, url: "https://lobehub.com/changelog", type: HTML, connector: http, tier: C }
  - id: koboldcpp
    name: KoboldCpp
    domain: github.com
    homepage: https://github.com/LostRuins/koboldcpp
    categories: [ai, open-source, software]
    tier: B
    aliases: [koboldcpp, kobold cpp, lostruins]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: koboldcpp releases, url: "https://github.com/LostRuins/koboldcpp/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: LostRuins/koboldcpp, kind: releases } }
  - id: mistral-rs
    name: mistral.rs
    domain: github.com
    homepage: https://github.com/EricLBuehler/mistral.rs
    categories: [ai, open-source, software]
    tier: B
    aliases: [mistral.rs, mistralrs]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: mistral.rs releases, url: "https://github.com/EricLBuehler/mistral.rs/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: EricLBuehler/mistral.rs, kind: releases } }
  - id: burn
    name: Burn (Tracel AI)
    domain: burn.dev
    categories: [ai, open-source, developer]
    tier: B
    aliases: [burn framework, tracel ai]
    products:
      - { name: Burn, type: software }
    country: CA
    discover: { rss: true, status: false }
    sensors:
      - { name: burn releases, url: "https://github.com/tracel-ai/burn/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: tracel-ai/burn, kind: releases } }
  - id: mlc-ai
    name: MLC AI
    domain: mlc.ai
    categories: [ai, open-source, developer]
    tier: B
    aliases: [mlc llm, mlc-ai, webllm]
    products:
      - { name: MLC LLM, type: software }
      - { name: WebLLM, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: mlc llm releases, url: "https://github.com/mlc-ai/mlc-llm/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: mlc-ai/mlc-llm, kind: releases } }
  - id: exllama
    name: ExLlama (turboderp)
    domain: github.com
    homepage: https://github.com/turboderp-org/exllamav3
    categories: [ai, open-source, software]
    tier: B
    aliases: [exllama, exllamav2, exllamav3, exl2, exl3, turboderp]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: exllamav3 releases, url: "https://github.com/turboderp-org/exllamav3/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: turboderp-org/exllamav3, kind: releases } }
      - { name: exllamav2 releases, url: "https://github.com/turboderp-org/exllamav2/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: turboderp-org/exllamav2, kind: releases } }
  - id: quantization-toolkits
    name: LLM quantization toolkits (AutoAWQ, GPTQModel)
    domain: github.com
    homepage: https://github.com/ModelCloud/GPTQModel
    categories: [ai, open-source, developer]
    tier: B
    aliases: [autoawq, gptqmodel, awq, gptq]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: autoawq releases, url: "https://github.com/casper-hansen/AutoAWQ/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: casper-hansen/AutoAWQ, kind: releases } }
      - { name: gptqmodel releases, url: "https://github.com/ModelCloud/GPTQModel/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: ModelCloud/GPTQModel, kind: releases } }
  - id: text-generation-webui
    name: text-generation-webui (oobabooga)
    domain: github.com
    homepage: https://github.com/oobabooga/text-generation-webui
    categories: [ai, open-source, software]
    tier: B
    aliases: [oobabooga, text generation webui, sillytavern]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: text-generation-webui releases, url: "https://github.com/oobabooga/text-generation-webui/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: oobabooga/text-generation-webui, kind: releases } }
      - { name: sillytavern releases, url: "https://github.com/SillyTavern/SillyTavern/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: SillyTavern/SillyTavern, kind: releases } }
  - id: anything-llm
    name: AnythingLLM (Mintplex Labs)
    domain: anythingllm.com
    categories: [ai, open-source, software]
    tier: B
    aliases: [anythingllm, mintplex labs]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: anythingllm releases, url: "https://github.com/Mintplex-Labs/anything-llm/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: Mintplex-Labs/anything-llm, kind: releases } }
  - id: khoj
    name: Khoj
    domain: khoj.dev
    categories: [ai, open-source, software]
    tier: B
    aliases: [khoj]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: khoj releases, url: "https://github.com/khoj-ai/khoj/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: khoj-ai/khoj, kind: releases } }
  - id: cherry-studio
    name: Cherry Studio and desktop LLM clients
    domain: cherry-ai.com
    categories: [ai, open-source, software]
    tier: B
    aliases: [cherry studio, chatbox, nextchat]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: cherry studio releases, url: "https://github.com/CherryHQ/cherry-studio/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: CherryHQ/cherry-studio, kind: releases } }
      - { name: chatbox releases, url: "https://github.com/chatboxai/chatbox/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: chatboxai/chatbox, kind: releases } }
      - { name: nextchat releases, url: "https://github.com/ChatGPTNextWeb/NextChat/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: ChatGPTNextWeb/NextChat, kind: releases } }
  - id: k2-fsa
    name: Next-gen Kaldi (k2-fsa)
    domain: k2-fsa.github.io
    categories: [ai, open-source]
    tier: B
    aliases: [k2-fsa, sherpa-onnx, next-gen kaldi]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: sherpa-onnx releases, url: "https://github.com/k2-fsa/sherpa-onnx/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: k2-fsa/sherpa-onnx, kind: releases } }
  - id: models-dev
    name: models.dev (SST)
    domain: models.dev
    categories: [ai, developer, open-source]
    tier: B
    aliases: [models.dev, opencode models database]
    first_party: false
    country: US
    discover: { rss: true, status: false }
    notes: "Open database of every provider / model with context windows, prices and capabilities (used by OpenCode); one JSON document."
    sensors:
      - { name: models.dev api, url: "https://models.dev/api.json", type: JSON, connector: http, tier: B }
      - { name: models.dev repository commits, url: "https://github.com/sst/models.dev/commits/dev.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: sst/models.dev, kind: commits, branch: dev } }
  # ───────────────────────── Coding agents, agent frameworks and AI application tooling ─────────────────────────
  - id: aider
    name: Aider
    domain: aider.chat
    categories: [ai, developer, open-source]
    tier: B
    aliases: [aider, aider polyglot benchmark]
    products:
      - { name: Aider polyglot leaderboard, type: index }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: aider releases, url: "https://github.com/Aider-AI/aider/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: Aider-AI/aider, kind: releases } }
      - { name: llm leaderboards, url: "https://aider.chat/docs/leaderboards/", type: HTML, connector: http, tier: B }
  - id: cline
    name: Cline
    domain: cline.bot
    categories: [ai, developer, open-source]
    tier: B
    aliases: [cline]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: cline releases, url: "https://github.com/cline/cline/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: cline/cline, kind: releases } }
  - id: roo-code
    name: Roo Code
    domain: roocode.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [roo code, roocode]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: roo code releases, url: "https://github.com/RooCodeInc/Roo-Code/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: RooCodeInc/Roo-Code, kind: releases } }
      - { name: update notes, url: "https://docs.roocode.com/update-notes/", type: HTML, connector: http, tier: C }
  - id: opencode
    name: OpenCode (SST)
    domain: opencode.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [opencode, sst opencode]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: opencode releases, url: "https://github.com/sst/opencode/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: sst/opencode, kind: releases } }
  - id: continue-dev
    name: Continue
    domain: continue.dev
    categories: [ai, developer, open-source]
    tier: B
    aliases: [continue.dev, continuedev]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: continue releases, url: "https://github.com/continuedev/continue/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: continuedev/continue, kind: releases } }
  - id: tabbyml
    name: TabbyML
    domain: tabbyml.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [tabby, tabbyml]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: tabby releases, url: "https://github.com/TabbyML/tabby/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: TabbyML/tabby, kind: releases } }
  - id: all-hands-ai
    name: All Hands AI (OpenHands)
    domain: all-hands.dev
    categories: [ai, developer, open-source]
    tier: B
    aliases: [openhands, all hands ai, opendevin]
    products:
      - { name: OpenHands, type: software }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: openhands releases, url: "https://github.com/All-Hands-AI/OpenHands/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: All-Hands-AI/OpenHands, kind: releases } }
  - id: cognition-ai
    name: Cognition (Devin)
    domain: cognition.ai
    categories: [ai, developer]
    tier: B
    aliases: [cognition, cognition ai, devin]
    products:
      - { name: Devin, type: product }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: devin release notes, url: "https://docs.devin.ai/release-notes/overview", type: HTML, connector: http, tier: B }
      - { name: blog, url: "https://cognition.ai/blog", type: HTML, connector: http, tier: B }
  - id: augment-code
    name: Augment Code
    domain: augmentcode.com
    categories: [ai, developer]
    tier: B
    aliases: [augment code, augment]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: changelog, url: "https://www.augmentcode.com/changelog", type: HTML, connector: http, tier: B }
  - id: amp-code
    name: Amp (Sourcegraph)
    domain: ampcode.com
    categories: [ai, developer]
    tier: B
    aliases: [amp code, ampcode]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: news feed, url: "https://ampcode.com/news.rss", type: RSS, connector: rss, tier: B }
      - { name: news, url: "https://ampcode.com/news", type: HTML, connector: http, tier: B }
  - id: lovable
    extend: true
    country: SE
    categories: [ai, developer, saas]
    aliases: [lovable, lovable.dev, gpt engineer]
    sensors:
      - { name: changelog, url: "https://docs.lovable.dev/changelog", type: HTML, connector: http, tier: B }
  - id: v0
    name: v0 (Vercel)
    domain: v0.app
    categories: [ai, developer, saas]
    tier: B
    aliases: [v0, v0.dev, v0.app]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: changelog, url: "https://v0.app/changelog", type: HTML, connector: http, tier: B }
  - id: jetbrains-ai
    name: JetBrains AI Assistant
    domain: jetbrains.com
    homepage: https://www.jetbrains.com/ai/
    categories: [ai, developer]
    tier: B
    aliases: [jetbrains ai, junie, mellum]
    products:
      - { name: Mellum, type: AI_model }
      - { name: Junie, type: product }
    country: CZ
    discover: { rss: true, status: false }
    sensors:
      - { name: ai assistant supported llms, url: "https://www.jetbrains.com/help/ai-assistant/supported-llms.html", type: HTML, connector: http, tier: C }
  - id: crewai
    name: CrewAI
    domain: crewai.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [crewai, crew ai]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: crewai releases, url: "https://github.com/crewAIInc/crewAI/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: crewAIInc/crewAI, kind: releases } }
  - id: pydantic
    name: Pydantic
    domain: pydantic.dev
    categories: [developer, open-source, ai]
    tier: B
    aliases: [pydantic, pydantic ai, logfire]
    products:
      - { name: PydanticAI, type: software }
    country: GB
    discover: { rss: true, status: false }
    sensors:
      - { name: pydantic ai releases, url: "https://github.com/pydantic/pydantic-ai/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: pydantic/pydantic-ai, kind: releases } }
  - id: mastra
    name: Mastra
    domain: mastra.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [mastra]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: mastra releases, url: "https://github.com/mastra-ai/mastra/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: mastra-ai/mastra, kind: releases } }
  - id: a2a-protocol
    name: Agent2Agent Protocol (A2A)
    domain: a2a-protocol.org
    categories: [ai, standards, open-source]
    tier: B
    aliases: [a2a, agent2agent, a2a protocol]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: a2a protocol releases, url: "https://github.com/a2aproject/A2A/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: a2aproject/A2A, kind: releases } }
  - id: dify
    name: Dify
    domain: dify.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [dify, langgenius]
    country: SG
    discover: { rss: true, status: false }
    sensors:
      - { name: dify releases, url: "https://github.com/langgenius/dify/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: langgenius/dify, kind: releases } }
  - id: flowise
    name: Flowise
    domain: flowiseai.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [flowise, flowiseai]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: flowise releases, url: "https://github.com/FlowiseAI/Flowise/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: FlowiseAI/Flowise, kind: releases } }
  - id: autogpt
    name: AutoGPT
    domain: agpt.co
    categories: [ai, developer, open-source]
    tier: B
    aliases: [autogpt, auto-gpt, significant gravitas]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: autogpt releases, url: "https://github.com/Significant-Gravitas/AutoGPT/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: Significant-Gravitas/AutoGPT, kind: releases } }
  - id: browser-use
    name: Browser Use
    domain: browser-use.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [browser use, browser-use]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: browser-use releases, url: "https://github.com/browser-use/browser-use/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: browser-use/browser-use, kind: releases } }
  - id: firecrawl
    name: Firecrawl
    domain: firecrawl.dev
    categories: [ai, developer, open-source]
    tier: B
    aliases: [firecrawl, mendable]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: firecrawl releases, url: "https://github.com/firecrawl/firecrawl/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: firecrawl/firecrawl, kind: releases } }
  - id: crawl4ai
    name: Crawl4AI
    domain: crawl4ai.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [crawl4ai]
    country: INT
    discover: { rss: true, status: false }
    sensors:
      - { name: crawl4ai releases, url: "https://github.com/unclecode/crawl4ai/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: unclecode/crawl4ai, kind: releases } }
  - id: mem0
    name: Mem0
    domain: mem0.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [mem0]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: mem0 releases, url: "https://github.com/mem0ai/mem0/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: mem0ai/mem0, kind: releases } }
  - id: letta
    name: Letta
    domain: letta.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [letta, memgpt]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: letta releases, url: "https://github.com/letta-ai/letta/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: letta-ai/letta, kind: releases } }
  - id: zep
    name: Zep
    domain: getzep.com
    categories: [ai, developer, open-source]
    tier: B
    aliases: [zep, graphiti]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: graphiti releases, url: "https://github.com/getzep/graphiti/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: getzep/graphiti, kind: releases } }
  - id: dottxt
    name: .txt (Outlines)
    domain: dottxt.co
    categories: [ai, developer, open-source]
    tier: B
    aliases: [dottxt, outlines, structured generation]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: outlines releases, url: "https://github.com/dottxt-ai/outlines/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: dottxt-ai/outlines, kind: releases } }
  - id: guidance-ai
    name: Guidance
    domain: github.com
    homepage: https://github.com/guidance-ai/guidance
    categories: [ai, developer, open-source]
    tier: B
    aliases: [guidance ai]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: guidance releases, url: "https://github.com/guidance-ai/guidance/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: guidance-ai/guidance, kind: releases } }
  - id: ragflow
    name: RAGFlow (InfiniFlow)
    domain: ragflow.io
    categories: [ai, developer, open-source]
    tier: B
    aliases: [ragflow, infiniflow]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: ragflow releases, url: "https://github.com/infiniflow/ragflow/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: infiniflow/ragflow, kind: releases } }
  - id: chainlit
    name: Chainlit
    domain: chainlit.io
    categories: [ai, developer, open-source]
    tier: B
    aliases: [chainlit]
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: chainlit releases, url: "https://github.com/Chainlit/chainlit/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: Chainlit/chainlit, kind: releases } }
  - id: unstructured
    name: Unstructured
    domain: unstructured.io
    categories: [ai, developer, open-source]
    tier: B
    aliases: [unstructured, unstructured.io]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: unstructured releases, url: "https://github.com/Unstructured-IO/unstructured/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: Unstructured-IO/unstructured, kind: releases } }
  - id: copilotkit
    name: CopilotKit
    domain: copilotkit.ai
    categories: [ai, developer, open-source]
    tier: B
    aliases: [copilotkit]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: copilotkit releases, url: "https://github.com/CopilotKit/CopilotKit/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: CopilotKit/CopilotKit, kind: releases } }
  - id: openrlhf
    name: OpenRLHF
    domain: github.com
    homepage: https://github.com/OpenRLHF/OpenRLHF
    categories: [ai, open-source]
    tier: B
    aliases: [openrlhf]
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: openrlhf releases, url: "https://github.com/OpenRLHF/OpenRLHF/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: OpenRLHF/OpenRLHF, kind: releases } }
  # ───────────────────────── Evaluators, leaderboards and safety institutes ─────────────────────────
  - id: swe-bench
    name: SWE-bench
    domain: swebench.com
    categories: [ai, research, statistics]
    tier: B
    aliases: [swe-bench, swe bench verified, swe-agent]
    products:
      - { name: SWE-bench Verified, type: index }
      - { name: SWE-agent, type: software }
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: princeton nlp datasets (swe-bench), url: "https://huggingface.co/api/datasets?author=princeton-nlp&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: swe-bench releases, url: "https://github.com/SWE-bench/SWE-bench/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: SWE-bench/SWE-bench, kind: releases } }
      - { name: leaderboard submissions (experiments commits), url: "https://github.com/SWE-bench/experiments/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: SWE-bench/experiments, kind: commits, branch: main } }
      - { name: swe-agent releases, url: "https://github.com/SWE-agent/SWE-agent/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: SWE-agent/SWE-agent, kind: releases } }
      - { name: leaderboard, url: "https://www.swebench.com/", type: HTML, connector: http, tier: B }
      - { name: verified leaderboard, url: "https://www.swebench.com/verified", type: HTML, connector: http, tier: C }
  - id: livebench
    name: LiveBench
    domain: livebench.ai
    categories: [ai, research, statistics]
    tier: B
    aliases: [livebench]
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: hugging face datasets, url: "https://huggingface.co/api/datasets?author=livebench&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: B, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: livebench repository commits, url: "https://github.com/LiveBench/LiveBench/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: LiveBench/LiveBench, kind: commits, branch: main } }
  - id: arc-prize
    name: ARC Prize Foundation
    domain: arcprize.org
    categories: [ai, research, ngo]
    tier: B
    aliases: [arc prize, arc-agi, arc agi 2, arc agi 3]
    products:
      - { name: ARC-AGI, type: index, aliases: [arc-agi-2, arc-agi-3] }
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: leaderboard, url: "https://arcprize.org/leaderboard", type: HTML, connector: http, tier: B }
      - { name: arc-agi-2 repository commits, url: "https://github.com/arcprize/ARC-AGI-2/commits/main.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: arcprize/ARC-AGI-2, kind: commits, branch: main } }
      - { name: arc-agi releases, url: "https://github.com/fchollet/ARC-AGI/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: fchollet/ARC-AGI, kind: releases } }
      - { name: blog, url: "https://arcprize.org/blog", type: HTML, connector: http, tier: B }
  - id: mlcommons
    name: MLCommons
    domain: mlcommons.org
    categories: [ai, standards, ngo]
    tier: B
    aliases: [mlcommons, mlperf]
    products:
      - { name: MLPerf, type: index, aliases: [mlperf inference, mlperf training] }
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: mlperf inference releases, url: "https://github.com/mlcommons/inference/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: mlcommons/inference, kind: releases } }
      - { name: mlperf training releases, url: "https://github.com/mlcommons/training/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: mlcommons/training, kind: releases } }
      - { name: inference datacenter benchmark results, url: "https://mlcommons.org/benchmarks/inference-datacenter/", type: HTML, connector: http, tier: C }
      - { name: training benchmark results, url: "https://mlcommons.org/benchmarks/training/", type: HTML, connector: http, tier: C }
      - { name: news feed, url: "https://mlcommons.org/feed/", type: RSS, connector: rss, tier: C }
  - id: vellum
    name: Vellum
    domain: vellum.ai
    categories: [ai, developer, saas]
    tier: B
    aliases: [vellum, vellum llm leaderboard]
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: llm leaderboard, url: "https://www.vellum.ai/llm-leaderboard", type: HTML, connector: http, tier: C }
  - id: eq-bench
    name: EQ-Bench
    domain: eqbench.com
    categories: [ai, research, statistics]
    tier: B
    aliases: [eq-bench, eqbench]
    first_party: false
    country: AU
    discover: { rss: true, status: false }
    sensors:
      - { name: leaderboard, url: "https://eqbench.com/", type: HTML, connector: http, tier: C }
  - id: simple-bench
    name: SimpleBench
    domain: simple-bench.com
    categories: [ai, research, statistics]
    tier: B
    aliases: [simplebench, simple bench]
    first_party: false
    country: GB
    discover: { rss: true, status: false }
    sensors:
      - { name: leaderboard, url: "https://simple-bench.com/", type: HTML, connector: http, tier: D }
  - id: llm-stats
    name: LLM Stats
    domain: llm-stats.com
    categories: [ai, statistics]
    tier: B
    aliases: [llm stats, llm-stats]
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: leaderboard, url: "https://llm-stats.com/", type: HTML, connector: http, tier: C }
  - id: vals-ai
    name: Vals AI
    domain: vals.ai
    categories: [ai, research, statistics]
    tier: B
    aliases: [vals ai, vals.ai]
    first_party: false
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: benchmarks, url: "https://www.vals.ai/benchmarks", type: HTML, connector: http, tier: C }
  - id: uk-ai-security-institute
    name: UK AI Security Institute
    domain: aisi.gov.uk
    categories: [government, ai, research]
    tier: B
    aliases: [aisi, ai security institute, ai safety institute uk, inspect ai]
    products:
      - { name: Inspect, type: software, aliases: [inspect ai] }
    country: GB
    discover: { rss: true, status: false }
    sensors:
      - { name: inspect ai releases, url: "https://github.com/UKGovernmentBEIS/inspect_ai/releases.atom", type: GITHUB_RELEASE, connector: github, tier: B, config: { repo: UKGovernmentBEIS/inspect_ai, kind: releases } }
      - { name: inspect evals releases, url: "https://github.com/UKGovernmentBEIS/inspect_evals/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: UKGovernmentBEIS/inspect_evals, kind: releases } }
      - { name: research, url: "https://www.aisi.gov.uk/research", type: HTML, connector: http, tier: B }
      - { name: work, url: "https://www.aisi.gov.uk/work", type: HTML, connector: http, tier: C }
  - id: opencompass
    name: OpenCompass
    domain: opencompass.org.cn
    categories: [ai, research, open-source]
    tier: B
    aliases: [opencompass]
    first_party: false
    country: CN
    discover: { rss: true, status: false }
    sensors:
      - { name: opencompass releases, url: "https://github.com/open-compass/opencompass/releases.atom", type: GITHUB_RELEASE, connector: github, tier: C, config: { repo: open-compass/opencompass, kind: releases } }
  - id: project-numina
    name: Project Numina
    domain: projectnumina.ai
    categories: [ai, research, ngo]
    tier: B
    aliases: [project numina, numina, ai-mo, numinamath]
    products:
      - { name: NuminaMath, type: AI_model }
    country: FR
    discover: { rss: true, status: false }
    sensors:
      - { name: ai-mo hugging face datasets (numinamath), url: "https://huggingface.co/api/datasets?author=AI-MO&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [lastModified], maxItems: 50 } }
      - { name: ai-mo hugging face models, url: "https://huggingface.co/api/models?author=AI-MO&sort=lastModified&direction=-1&limit=50", type: REST_API, connector: jsonlist, tier: C, config: { keyField: id, titleField: id, dateField: lastModified, compareFields: [pipeline_tag, library_name], maxItems: 50 } }
  - id: mozilla-ai
    name: Mozilla.ai
    domain: mozilla.ai
    categories: [ai, open-source]
    tier: B
    aliases: [mozilla ai, mozilla.ai]
    country: US
    discover: { rss: true, status: false }
    sensors:
      - { name: any-llm releases, url: "https://github.com/mozilla-ai/any-llm/releases.atom", type: GITHUB_RELEASE, connector: github, tier: D, config: { repo: mozilla-ai/any-llm, kind: releases } }