Text Generation
Transformers
Safetensors
qwen3
generative-retrieval
semantic-id
navigational-search
web-search
conversational
text-generation-inference
Instructions to use Octen/Octen-WebGR-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Octen/Octen-WebGR-4B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Octen/Octen-WebGR-4B") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Octen/Octen-WebGR-4B") model = AutoModelForCausalLM.from_pretrained("Octen/Octen-WebGR-4B", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Octen/Octen-WebGR-4B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Octen/Octen-WebGR-4B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Octen/Octen-WebGR-4B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Octen/Octen-WebGR-4B
- SGLang
How to use Octen/Octen-WebGR-4B with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "Octen/Octen-WebGR-4B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Octen/Octen-WebGR-4B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "Octen/Octen-WebGR-4B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Octen/Octen-WebGR-4B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Octen/Octen-WebGR-4B with Docker Model Runner:
docker model run hf.co/Octen/Octen-WebGR-4B
Download smoke_test.json from Octen/Octen-WebGR-4B: direct link, hf CLI and curl.
- Browser
- Download file 24.4 kB
-
https://huggingface.co/Octen/Octen-WebGR-4B/resolve/main/smoke_test.json
- Command line
-
hf download hf://Octen/Octen-WebGR-4B/smoke_test.json
-
curl -L -o smoke_test.json https://huggingface.co/Octen/Octen-WebGR-4B/resolve/main/smoke_test.json
24.4 kB
| { | |
| "model": "Octen-WebGR-4B", | |
| "table_rows": 195921090, | |
| "note": "Hand-picked queries. Expected results were produced by infer_cpu.py (bf16, batches of 8) on the released weights and table. Any implementation may swap nearly tied candidates (GPU attention kernel, CPU thread count, batch composition), so --check requires mean top-20 overlap and top-1 agreement >= 0.9 rather than identical lists.", | |
| "cases": [ | |
| { | |
| "query": "youtube", | |
| "top20": [ | |
| "youtube.com", | |
| "en.wikipedia.org/wiki/YouTube", | |
| "youtube.com/user/YouTube", | |
| "music.youtube.com", | |
| "youtube.com/feed/history", | |
| "youtube.com/YouTubeJapan", | |
| "youtube.com/index", | |
| "youtube.com/feed/library", | |
| "youtube.com/channel/UCqVDpXKLmKeBU_yyt_QkItQ", | |
| "support.google.com/youtube?hl=en", | |
| "youtube.com/example", | |
| "youtube.com/user/YouTube/videos", | |
| "facebook.com/youtube", | |
| "es.wikipedia.org/wiki/YouTube", | |
| "play.google.com/store/apps/details?hl=en_US&id=com.google.android.youtube", | |
| "studio.youtube.com", | |
| "youtube.jp", | |
| "about.youtube", | |
| "it.wikipedia.org/wiki/YouTube", | |
| "support.google.com/youtube/answer/155562?hl=pt-BR" | |
| ] | |
| }, | |
| { | |
| "query": "github", | |
| "top20": [ | |
| "github.com", | |
| "en.wikipedia.org/wiki/GitHub", | |
| "github.co.jp", | |
| "github.com/login", | |
| "github.com/signup", | |
| "github.com/explore", | |
| "youtube.com/watch?v=pJYOG6klqj8", | |
| "pages.github.com", | |
| "youtube.com/watch?v=h2a3Kw-I_Ec", | |
| "github.blog", | |
| "github.com/features/copilot", | |
| "play.google.com/store/apps/details?id=com.github.android", | |
| "youtube.com/watch?v=a9u2yZvsqHA", | |
| "git-scm.com", | |
| "ja.wikipedia.org/wiki/GitHub", | |
| "youtube.com/watch?v=2SgI1kAczfk", | |
| "es.wikipedia.org/wiki/GitHub", | |
| "play.google.com/store/apps/details?hl=en_IN&id=com.github.android", | |
| "desktop.github.com/download", | |
| "github.com/github" | |
| ] | |
| }, | |
| { | |
| "query": "wikipedia", | |
| "top20": [ | |
| "wikipedia.org", | |
| "es.wikipedia.org/wiki/Wikipedia:Portada", | |
| "it.wikipedia.org/wiki/Pagina_principale", | |
| "pt.wikipedia.org/wiki/Wikipédia:Página_principal", | |
| "en.wikipedia.org/wiki/Main_Page", | |
| "fr.wikipedia.org/wiki/Wikipédia:Accueil_principal", | |
| "ja.wikipedia.org/wiki/メインページ", | |
| "de.wikipedia.org/wiki/Wikipedia:Hauptseite", | |
| "pl.wikipedia.org/wiki/Wikipedia:Strona_główna", | |
| "vi.wikipedia.org/wiki/Trang_Chính", | |
| "nl.wikipedia.org/wiki/Hoofdpagina", | |
| "es.wikipedia.org", | |
| "tr.wikipedia.org/wiki/Anasayfa", | |
| "id.wikipedia.org/wiki/Wikipedia", | |
| "wikipedia.nl", | |
| "sv.wikipedia.org/wiki/Portal:Huvudsida", | |
| "en.wikipedia.org/wiki/Wiki", | |
| "id.wikipedia.org/wiki/Halaman_Utama", | |
| "cs.wikipedia.org/wiki/Hlavní_strana", | |
| "es.wikipedia.org/wiki/Wikipedia" | |
| ] | |
| }, | |
| { | |
| "query": "amazon", | |
| "top20": [ | |
| "amazon.com", | |
| "amazon.fr", | |
| "amazon.co.jp", | |
| "amazon.com/amz-books/store", | |
| "amazon.co.uk", | |
| "amazon.com.br", | |
| "amazon.it", | |
| "amazon.de", | |
| "amazon.in", | |
| "amazon.com/gp/video/storefront", | |
| "amazon.ca", | |
| "amazon.com.au", | |
| "amazon.es", | |
| "hiring.amazon.com", | |
| "amazon.com/-/es", | |
| "amazon.com/amazonprime", | |
| "en.wikipedia.org/wiki/Amazon_(company)", | |
| "amazon.jobs", | |
| "amazon.com.mx", | |
| "amazon.com.be" | |
| ] | |
| }, | |
| { | |
| "query": "facebook", | |
| "top20": [ | |
| "m.facebook.com", | |
| "facebook.com", | |
| "facebook.com?locale=es_LA", | |
| "facebook.com?locale=pl_PL", | |
| "m.facebook.com/login", | |
| "m.facebook.com/reg", | |
| "en.wikipedia.org/wiki/Facebook", | |
| "facebook.com?locale=it_IT", | |
| "facebook.com?locale=fr_FR", | |
| "facebook.com?locale=es_ES", | |
| "facebook.com?locale=vi_VN", | |
| "facebook.com/facebook", | |
| "facebook.com?locale=th_TH", | |
| "facebook.com?locale=de_DE", | |
| "facebook.com?locale=en_GB", | |
| "m.facebook.com/watch", | |
| "facebook.com/marketplace", | |
| "facebook.com?locale=ar_AR", | |
| "facebook.com?locale=ja_JP", | |
| "facebook.com?locale=hr_HR" | |
| ] | |
| }, | |
| { | |
| "query": "gmail", | |
| "top20": [ | |
| "mail.google.com/mail/u/0", | |
| "google.com/gmail/about/signup_complete.html", | |
| "workspace.google.com/intl/es-419/gmail", | |
| "workspace.google.com/intl/it/gmail", | |
| "workspace.google.com/intl/fr/gmail", | |
| "workspace.google.com/intl/es/gmail", | |
| "mail.google.com", | |
| "support.google.com/mail/answer/56256?hl=en", | |
| "workspace.google.com/gmail", | |
| "google.com/gmail", | |
| "accounts.google.com/login?hl=tr&service=mail", | |
| "accounts.google.com/ServiceLogin?hl=es&service=mail", | |
| "workspace.google.com/intl/es-419_mx/gmail", | |
| "workspace.google.com/intl/de/gmail", | |
| "accounts.google.com/v3/signin/identifier?dsh=S1812573153:1655944654029516&flowEntry=ServiceLogin&flowName=WebLiteSignIn&ifkv=AX3vH39E0iYVTmn-NoMNM_C35EPrno8LWsRx2Qhr0HApkVLZ-Zc_Vql8ouaSQOiXzEmthrpOPAV5", | |
| "workspace.google.com/intl/pt-BR/gmail", | |
| "accounts.google.com/ServiceLogin?hl=fr&service=mail", | |
| "workspace.google.com/intl/pl/gmail", | |
| "mail.google.com/mail", | |
| "workspace.google.com/intl/ru/gmail" | |
| ] | |
| }, | |
| { | |
| "query": "google maps", | |
| "top20": [ | |
| "maps.google.com", | |
| "google.com/maps", | |
| "earth.google.com/web", | |
| "accounts.google.com/login?hl=en-GB&lp=1&service=local", | |
| "developers.google.com/maps", | |
| "en.wikipedia.org/wiki/Google_Maps", | |
| "maps.google.com/maps/dir", | |
| "maps.google.com/locationhistory/b/0", | |
| "google.com/maps/dir", | |
| "google.com/maps/about", | |
| "es.wikipedia.org/wiki/Google_Maps", | |
| "youtube.com/googlemaps", | |
| "apps.apple.com/us/app/google-maps/id585027354", | |
| "google.com/maps/d", | |
| "google.com/intl/en_uk/streetview", | |
| "support.google.com/mymaps/answer/3024454?co=GENIE.Platform=Desktop&hl=en", | |
| "play.google.com/store/apps/details?hl=en_US&id=com.google.android.apps.maps", | |
| "blog.google/products-and-platforms/products/maps", | |
| "blog.google/products-and-platforms/products/maps/ask-maps-immersive-navigation", | |
| "play.google.com/store/apps/details/Google+Maps?hl=gsw&id=com.google.android.apps.maps" | |
| ] | |
| }, | |
| { | |
| "query": "netflix", | |
| "top20": [ | |
| "netflix.com/browse", | |
| "netflix.com", | |
| "netflix.com/br", | |
| "netflix.com/es", | |
| "netflix.com/mx", | |
| "netflix.com/fr", | |
| "netflix.com/in", | |
| "netflix.com/co", | |
| "netflix.com/de", | |
| "help.netflix.com/en/node/412", | |
| "help.netflix.com/en/node/24926", | |
| "netflix.com/it", | |
| "netflix.com/tr", | |
| "netflix.com/id", | |
| "en.wikipedia.org/wiki/Netflix", | |
| "netflix.com/es/login", | |
| "netflix.com/pl", | |
| "es.wikipedia.org/wiki/Netflix", | |
| "netflix.com/nl", | |
| "netflix.com/pe" | |
| ] | |
| }, | |
| { | |
| "query": "reddit", | |
| "top20": [ | |
| "reddit.com", | |
| "en.wikipedia.org/wiki/Reddit", | |
| "reddit.com/login", | |
| "reddit.com/r/AMA", | |
| "reddit.com/r/AskReddit", | |
| "reddit.com/r/popular", | |
| "redditinc.com", | |
| "reddit.com/r/espanol", | |
| "x.com/Reddit", | |
| "reddit.com/r/reddit", | |
| "support.reddithelp.com/hc/en-us", | |
| "reddit.com/r/IAmA", | |
| "facebook.com/reddit", | |
| "apps.apple.com/us/app/reddit/id1064216828", | |
| "old.reddit.com", | |
| "reddit.com/explore", | |
| "play.google.com/store/apps/details?hl=en_IN&id=com.reddit.frontpage", | |
| "play.google.com/store/apps/details?hl=en_US&id=com.reddit.frontpage", | |
| "fr.wikipedia.org/wiki/Reddit", | |
| "reddit.com/r/mexico/comments/17nbtz2/redit" | |
| ] | |
| }, | |
| { | |
| "query": "linkedin", | |
| "top20": [ | |
| "linkedin.com", | |
| "in.linkedin.com", | |
| "linkedin.com/home?originalSubdomain=in", | |
| "fr.linkedin.com", | |
| "au.linkedin.com", | |
| "ca.linkedin.com", | |
| "es.linkedin.com", | |
| "it.linkedin.com", | |
| "linkedin.com/home?originalSubdomain=za", | |
| "mx.linkedin.com", | |
| "en.wikipedia.org/wiki/LinkedIn", | |
| "br.linkedin.com", | |
| "tr.linkedin.com", | |
| "linkedin.com/home?originalSubdomain=it", | |
| "linkedin.com/login", | |
| "linkedin.com/home?originalSubdomain=mx", | |
| "linkedin.com/home?originalSubdomain=br", | |
| "de.linkedin.com", | |
| "linkedin.com/home?originalSubdomain=es", | |
| "linkedin.com/home?originalSubdomain=fr" | |
| ] | |
| }, | |
| { | |
| "query": "instagram", | |
| "top20": [ | |
| "instagram.com?hl=en", | |
| "instagram.com", | |
| "en.wikipedia.org/wiki/Instagram", | |
| "instagram.com?hl=es", | |
| "instagram.com?hl=it", | |
| "instagram.com/accounts/signup/phone", | |
| "instagram.com/accounts/login", | |
| "business.instagram.com", | |
| "instagram.com/accounts/login?hl=en", | |
| "instagram.com/instagram?hl=en", | |
| "facebook.com/instagram", | |
| "instagram.com/explore", | |
| "instagram.com?hl=tr", | |
| "instagram.com?hl=en-gb", | |
| "play.google.com/store/apps/details?id=com.instagram.android", | |
| "instagram.com?hl=pt-br", | |
| "play.google.com/store/apps/developer?hl=en_IN&id=Instagram", | |
| "instagram.com?hl=fr", | |
| "de.wikipedia.org/wiki/Instagram", | |
| "help.instagram.com/581066165581870" | |
| ] | |
| }, | |
| { | |
| "query": "stack overflow", | |
| "top20": [ | |
| "stackoverflow.com", | |
| "stackoverflow.com/questions", | |
| "en.wikipedia.org/wiki/Stack_Overflow", | |
| "es.stackoverflow.com", | |
| "reddit.com/r/computerscience/comments/1pggxcr/llms_really_killed_stackoverflow", | |
| "youtube.com/watch?v=dsfqyVYkrbM", | |
| "stackoverflow.com/questions/214741/what-is-a-stackoverflowerror", | |
| "stackoverflow.com/beta/challenges", | |
| "stackoverflow.co", | |
| "code.quora.com/Is-a-computer-science-degree-overrated", | |
| "es.wikipedia.org/wiki/Stack_Overflow", | |
| "pt.stackoverflow.com", | |
| "meta.stackoverflow.com/questions/438596/stack-overflow-is-becoming-a-ghost-town-now-what", | |
| "stackers.com", | |
| "stackoverflow.blog/community", | |
| "es.wikipedia.org/wiki/Pila_de_protocolos", | |
| "survey.stackoverflow.co", | |
| "stackoverflow.com/users/login", | |
| "reddit.com/r/StackedAsian", | |
| "reddit.com/r/Stacklands" | |
| ] | |
| }, | |
| { | |
| "query": "bbc news", | |
| "top20": [ | |
| "bbc.co.uk/news", | |
| "bbc.com/news", | |
| "bbc.com", | |
| "bbc.co.uk/news/uk", | |
| "bbc.com/news/uk", | |
| "bbc.co.uk/news/world", | |
| "youtube.com/channel/UC16niRr50-MSBwiO3YDb3RA", | |
| "bbc.co.uk", | |
| "en.wikipedia.org/wiki/BBC_News", | |
| "bbc.co.uk/news/videos/c3w2l4q7y2eo", | |
| "bbc.com/news/world", | |
| "bbc.co.uk/iplayer/live/bbcnews", | |
| "instagram.com/bbcnews", | |
| "bbc.co.uk/news/england", | |
| "bbc.com/news/hi/english/uk", | |
| "bbc.com/news/world/europe", | |
| "bbc.co.uk/news/business", | |
| "bbc.com/news/england", | |
| "news.bbc.co.uk/2/hi/uk", | |
| "en.wikipedia.org/wiki/BBC" | |
| ] | |
| }, | |
| { | |
| "query": "new york times", | |
| "top20": [ | |
| "nytimes.com", | |
| "nytimes.com/international", | |
| "en.wikipedia.org/wiki/The_New_York_Times", | |
| "nytimes.com/section/todayspaper", | |
| "nytimes.com/ca", | |
| "nytco.com", | |
| "facebook.com/nytimes", | |
| "instagram.com/nytimes", | |
| "m.youtube.com/@nytimes", | |
| "nytimes.com/section/opinion", | |
| "instagram.com/nytimes?hl=en", | |
| "youtube.com/@nytimes", | |
| "nytimes.com/subscription/all-access", | |
| "nytco.com/games", | |
| "nytimes.com/es", | |
| "nytimes.com/section/world", | |
| "en.wikipedia.org/wiki/The_New_York_Times_Company", | |
| "facebook.com/nytimesstyles", | |
| "x.com/nytimes", | |
| "nytimes.com/issue/todaysheadlines/2020/01/03/todays-headlines" | |
| ] | |
| }, | |
| { | |
| "query": "ebay", | |
| "top20": [ | |
| "ebay.com", | |
| "ebay.de", | |
| "ebay.co.uk", | |
| "ebay.it", | |
| "en.wikipedia.org/wiki/EBay", | |
| "signin.ebay.com/signin", | |
| "ebay.fr", | |
| "ebay.ca", | |
| "ebay.com/n/all-categories", | |
| "ebay.es", | |
| "mx.ebay.com", | |
| "ebay.com.au", | |
| "co.ebay.com", | |
| "ebay.com/b/Auto-Parts-and-Vehicles/6000/bn_1865334", | |
| "signin.ebay.de/signin", | |
| "ebay.com/b/Clothing-Shoes-Accessories/11450/bn_1852545", | |
| "br.ebay.com", | |
| "ar.ebay.com", | |
| "cl.ebay.com", | |
| "ebay.com/splashui/captcha" | |
| ] | |
| }, | |
| { | |
| "query": "spotify", | |
| "top20": [ | |
| "open.spotify.com", | |
| "open.spotify.com/intl-es", | |
| "open.spotify.com/intl-pt", | |
| "open.spotify.com/intl-fr", | |
| "open.spotify.com/intl-tr", | |
| "open.spotify.com/intl-de", | |
| "open.spotify.com/intl-it", | |
| "open.spotify.com/intl-id", | |
| "open.spotify.com/download", | |
| "spotify.com/br-pt/premium", | |
| "open.spotify.com/intl-ja", | |
| "open.spotify.com/intl-es/artist/4i0SjpbBjUgLY2QLzYliOP", | |
| "spotify.com/us/premium", | |
| "accounts.spotify.com/es-ES/login", | |
| "open.spotify.com/genre/0JQ5DAqbMKFSi39LMRT0Cy", | |
| "spotify.com/mx/premium", | |
| "spotify.com/es/premium", | |
| "open.spotify.com/intl-es/artist/13Aw4kvMgRhqQQndVGx9dc", | |
| "spotify.app.link?$fallback_url=https://www.spotify.com&$full_url=https://open.spotify.com/forever-favorites&feature=organic&product=open", | |
| "open.spotify.com/section/0JQ5DAuChZYPe9iDhh2mJz" | |
| ] | |
| }, | |
| { | |
| "query": "zoom", | |
| "top20": [ | |
| "zoom.com", | |
| "zoom.us/es/signin", | |
| "zoom.com/es", | |
| "zoom.us/ja/signin", | |
| "app.zoom.us/wc", | |
| "zoom.us/profile", | |
| "zoom.us/pt/signin", | |
| "zoom.us/myhome", | |
| "support.zoom.com/hc/en/article?id=<PERSONAL_INFO>&sysparm_article=KB0060732", | |
| "zoom.us/signin", | |
| "zoom.us/vi/signin", | |
| "support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0060732", | |
| "support.zoom.com/hc/en", | |
| "support.zoom.com/hc/ja/article?id=zm_kb&sysparm_article=KB0060745", | |
| "app.zoom.us/wc/join", | |
| "zoom.us/de/signin", | |
| "zoom.us/id/signin", | |
| "zoom.red", | |
| "zoom.us/fr/signin", | |
| "zoom.us/tr/signin" | |
| ] | |
| }, | |
| { | |
| "query": "chatgpt", | |
| "top20": [ | |
| "chatgpt.com", | |
| "openai.com/index/chatgpt", | |
| "chatgpt.com/auth/login", | |
| "en.wikipedia.org/wiki/ChatGPT", | |
| "chatgpt.com/download", | |
| "chatgpt.com/ja-JP", | |
| "chatgpt.com/chat", | |
| "chatgpt.com/c", | |
| "chatgpt.com/overview", | |
| "openai.com", | |
| "chatgpt.com/pricing", | |
| "chat.openai.com/chat", | |
| "chatgpt.com/es-419", | |
| "openai.com/index/gpt-4", | |
| "chatgpt.com/gpts", | |
| "deepai.org/chat/gpt-chat", | |
| "es.wikipedia.org/wiki/ChatGPT", | |
| "openai.com/ja-JP", | |
| "chatgpt.com/images", | |
| "chatgpt.com/es-ES" | |
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| }, | |
| { | |
| "query": "hugging face", | |
| "top20": [ | |
| "huggingface.co", | |
| "huggingface.co/login", | |
| "en.wikipedia.org/wiki/Hugging_Face", | |
| "huggingface.co/spaces", | |
| "youtube.com/watch?v=3xLTD5wSBEs", | |
| "huggingface.co/models", | |
| "youtube.com/watch?v=qP9mbY3wuWk", | |
| "youtube.com/watch?v=1AUjKfpRZVo", | |
| "huggingface.co/datasets", | |
| "huggingface.co/docs", | |
| "huggingface.co/chat", | |
| "github.com/huggingface", | |
| "avast.com/de-de/c-what-is-hugging-face", | |
| "x.com/ai_study_dev/status/1892011282255183964", | |
| "huggingface.co/learn", | |
| "fr.wikipedia.org/wiki/Hugging_Face", | |
| "huggingface.co/huggingface", | |
| "x.com/huggingface?lang=en", | |
| "dev.to/ajmal_hasan/using-hugging-face-models-in-google-colab-a-beginners-35ll", | |
| "github.com/huggingface/huggingface_hub" | |
| ] | |
| }, | |
| { | |
| "query": "python documentation", | |
| "top20": [ | |
| "docs.python.org/3", | |
| "docs.python.org/3/tutorial/index.html", | |
| "docs.python.org", | |
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| "python.org", | |
| "docs.python.org/3/download.html", | |
| "docs.python.org/3/library/index.html", | |
| "docs.python.org/3/reference/index.html", | |
| "python.org/doc/versions", | |
| "w3schools.com/python/python_reference.asp", | |
| "pythia8.web.cern.ch/manuals/pythia8317/PythonInterface.html", | |
| "wikidocs.net/16050", | |
| "devguide.python.org/contrib/doc", | |
| "realpython.com/documenting-python-code", | |
| "ja.wikipedia.org/wiki/Pygame", | |
| "docs.python.org/3/c-api/init.html", | |
| "numpydoc.readthedocs.io/en/latest", | |
| "geeksforgeeks.org/python/python-docstrings", | |
| "halvorsen.blog/documents/programming/python/resources/Python Programming.pdf", | |
| "pyglet.readthedocs.io" | |
| ] | |
| }, | |
| { | |
| "query": "arxiv", | |
| "top20": [ | |
| "arxiv.org", | |
| "en.wikipedia.org/wiki/ArXiv", | |
| "info.arxiv.org/about/index.html", | |
| "arxiv.org/login", | |
| "arxiv.org/search", | |
| "onlinelibrary.wiley.com/doi/full/10.1002/nha3.20209", | |
| "reddit.com/r/PhD/comments/10k2w7f/arxiv_what_is_it", | |
| "alphaxiv.org", | |
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| "info.arxiv.org/help/submit/index.html", | |
| "reddit.com/r/AskAcademia/comments/nx91ig/how_do_you_go_about_publishing_your_first_paper", | |
| "info.arxiv.org/help/availability.html", | |
| "reddit.com/r/zotero/comments/1j3xyk4/can_i_use_zotero_for_work_related_research_so_not", | |
| "library.fun.ac.jp", | |
| "arxiv.org/archive/math", | |
| "math.stackexchange.com/questions/149541/how-to-cite-preprints-from-arxiv", | |
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| "science.org/content/blog-post/pnas-read-it-or-not", | |
| "arxiv.org/list/cs.AI/recent", | |
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| }, | |
| { | |
| "query": "imdb", | |
| "top20": [ | |
| "imdb.com", | |
| "en.wikipedia.org/wiki/IMDb", | |
| "imdb.com/chart/top", | |
| "imdb.com/pt", | |
| "imdb.com/chart/moviemeter", | |
| "youtube.com/imdb", | |
| "facebook.com/imdb", | |
| "imdb.com/es", | |
| "imdb.com/it", | |
| "imdb.com/es-es", | |
| "imdb.com/es-es/chart/top", | |
| "es.wikipedia.org/wiki/Internet_Movie_Database", | |
| "imdb.com/search", | |
| "imdb.com/chart/toptv", | |
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| "imdb.com/de", | |
| "instagram.com/imdb", | |
| "imdb.com/what-to-watch/watch-guides", | |
| "pro.imdb.com", | |
| "instagram.com/imdb?hl=en" | |
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| }, | |
| { | |
| "query": "booking.com", | |
| "top20": [ | |
| "booking.com", | |
| "en.wikipedia.org/wiki/Booking.com", | |
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| "booking.com/index.en-gb.html", | |
| "booking.com/apps.html", | |
| "booking.com/hotel/index.html", | |
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| "booking.com/index.ru.html", | |
| "trustpilot.com/review/www.booking.com", | |
| "apps.apple.com/us/app/booking-com-hotels-travel/id367003839", | |
| "booking.com/index.pt-br.html", | |
| "booking.com/hotel/index.de.html", | |
| "booking.com/index.fr.html", | |
| "booking.com/index.it.html", | |
| "reddit.com/r/travel/comments/1dpn7bg/is_bookingcom_legit", | |
| "booking.com/index.tr.html", | |
| "booking.com/signin.ja.html", | |
| "booking.com/hotel/index.en-gb.html" | |
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| }, | |
| { | |
| "query": "paypal", | |
| "top20": [ | |
| "paypal.com", | |
| "paypal.com/de/home", | |
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| "paypal.com/br/home", | |
| "paypal.com/co/home", | |
| "paypal.com/pe/home", | |
| "paypal.com/mep/dashboard", | |
| "paypal.com/signin", | |
| "paypal.com/in/home" | |
| ] | |
| }, | |
| { | |
| "query": "apple support", | |
| "top20": [ | |
| "support.apple.com", | |
| "support.apple.com/contact", | |
| "support.apple.com/en-in", | |
| "support.apple.com/en-ca", | |
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| "support.apple.com/iphone", | |
| "support.apple.com/en-ca/contact", | |
| "support.apple.com/en-gb/contact", | |
| "support.apple.com/en-us/106932", | |
| "support.apple.com/en-gb", | |
| "support.apple.com/en-lamr/contact", | |
| "support.apple.com/es-es", | |
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| "support.apple.com/en-au/contact", | |
| "ecommerce.apple.com/content/b2b/static/en/us/edu-hied/contact_internal.html", | |
| "support.apple.com/es-mx", | |
| "support.apple.com/en-kg/contact", | |
| "support.apple.com/nl-nl", | |
| "support.apple.com/es-co" | |
| ] | |
| }, | |
| { | |
| "query": "nasa", | |
| "top20": [ | |
| "nasa.gov", | |
| "nasa.gov/es", | |
| "plus.nasa.gov", | |
| "nasa.gov/images", | |
| "nasa.gov/live", | |
| "spaceplace.nasa.gov", | |
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| "x.com/NASA", | |
| "nasa.gov/humans-in-space/artemis", | |
| "en.wikipedia.org/wiki/NASA", | |
| "de.wikipedia.org/wiki/NASA", | |
| "instagram.com/l_spaceprogram", | |
| "science.nasa.gov/mission/webb", | |
| "naasasecurities.com.np", | |
| "facebook.com/NASAJSC", | |
| "youtube.com/NASA", | |
| "translate.google.com/translate?client=srp&hl=es&sl=en&tl=es&u=https://www.nasa.gov/", | |
| "apod.nasa.gov/apod/astropix.html", | |
| "en.wikipedia.org/wiki/Jet_Propulsion_Laboratory", | |
| "nasa.gov/learning-resources" | |
| ] | |
| }, | |
| { | |
| "query": "whatsapp web", | |
| "top20": [ | |
| "web.whatsapp.com", | |
| "faq.whatsapp.com/668538004658079", | |
| "wa.me", | |
| "blog.whatsapp.com/whats-app-web", | |
| "whato.app/blog/whatsapp-web-en-mi-celular-como-abrirlo-paso-a-paso", | |
| "whatsapp.com", | |
| "api.whatsapp.com", | |
| "blog.whatsapp.com/whats-app-web?lang=da", | |
| "whatsapp.com?lang=es", | |
| "whatsapp.com/download/desktop", | |
| "whatsapp.com/download/desktop?lang=es", | |
| "whatsapp.com/download", | |
| "youtube.com/watch?v=0IhBi9FBFFw", | |
| "youtube.com/watch?v=sos6k5WWgEQ", | |
| "blog.whatsapp.com/whats-app-web?lang=it", | |
| "whatsapp.com/download?lang=es", | |
| "whatsapp-web.softonic.com/aplicaciones-web", | |
| "whatsapp.com/download?lang=pt", | |
| "whatsapp.com?lang=tr", | |
| "facebook.com/login.php?next=https://web.whatsapp.com" | |
| ] | |
| }, | |
| { | |
| "query": "百度", | |
| "top20": [ | |
| "baidu.com", | |
| "wuu.wikipedia.org/wiki/百度", | |
| "zh-classical.wikipedia.org/wiki/百度", | |
| "zh.wikipedia.org/zh-tw/靚足100分", | |
| "xbox.m.baidu.com", | |
| "zh.wikipedia.org/wiki/百度", | |
| "map.baidu.com", | |
| "facebook.com/help/259468828226154?locale=zh_CN", | |
| "passport.baidu.com/v2", | |
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| "ai.baidu.com", | |
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| "m.baidu.com", | |
| "facebook.com/BaiduIncOfficial", | |
| "xueshu.baidu.com", | |
| "facebook.com/search/top?q=王俊傑", | |
| "play.google.com/store/apps?hl=zh", | |
| "baike.baidu.com/item/100年润发/14822502", | |
| "news.baidu.com", | |
| "facebook.com/baibai0810" | |
| ] | |
| }, | |
| { | |
| "query": "yahoo japan", | |
| "top20": [ | |
| "yahoo.co.jp", | |
| "play.google.com/store/apps/dev?hl=ja&id=9059031076674808747", | |
| "news.yahoo.co.jp", | |
| "sports.yahoo.co.jp", | |
| "play.google.com/store/apps/details?hl=ja&id=jp.co.yahoo.android.yjtop", | |
| "shopping.yahoo.co.jp", | |
| "play.google.com/store/apps/details?id=jp.co.yahoo.android.yjtop", | |
| "apps.apple.com/jp/app/yahoo-japan/id299147843", | |
| "m.yahoo.co.jp/tools", | |
| "ja.wikipedia.org/wiki/Yahoo!_JAPAN", | |
| "facebook.com/yahoojapan", | |
| "apps.apple.com/jp/app/yahoo-乗換案内/id291676451", | |
| "search.yahoo.co.jp", | |
| "youtube.com/@YahooJAPANPR", | |
| "finance.yahoo.co.jp", | |
| "support.yahoo-net.jp/PccLogin/s", | |
| "services.yahoo.co.jp", | |
| "play.google.com/store/apps/details?hl=ja&id=jp.co.yahoo.android.finance", | |
| "en.wikipedia.org/wiki/Yahoo_Japan", | |
| "mail.yahoo.co.jp/promo" | |
| ] | |
| }, | |
| { | |
| "query": "mercado libre", | |
| "top20": [ | |
| "mercadolibre.com.ar", | |
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| "mercadolibre.com.co", | |
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| "es.wikipedia.org/wiki/MercadoLibre", | |
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| "es.wikipedia.org/wiki/Mercado_Libre", | |
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| "careers-meli.mercadolibre.com", | |
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| "mercadolibre.com", | |
| "listado.mercadolibre.com.mx/tepotzotlan", | |
| "en.wikipedia.org/wiki/MercadoLibre", | |
| "mercadolibre.com.ar/c/autos-motos-y-otros", | |
| "facebook.com/mex.mercadolibre?locale=es_LA" | |
| ] | |
| }, | |
| { | |
| "query": "boeing internship", | |
| "top20": [ | |
| "jobs.boeing.com/internships", | |
| "jobs.boeing.com/finance-internships", | |
| "au.prosple.com/graduate-employers/boeing-australia/jobs-internships", | |
| "jobs.boeing.com/software-engineering-internships", | |
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| "jobs.boeing.com/category/internship-jobs/185/9287/1", | |
| "boehringer-ingelheim.com/us/careers/discover-our-career-areas/summer-internship-program", | |
| "reddit.com/r/boeing/comments/1rv3udi/applied_to_boeing_summer_2026_internship_still", | |
| "careers.bankofamerica.com/en-us/students/programs/sustainable-finance-research", | |
| "reddit.com/r/boeing/comments/1cvdzmj/advice_on_getting_an_internship", | |
| "jobs.boeing.com/entry-level", | |
| "reddit.com/r/boeing/comments/1kmvgq3/maximizing_chance_to_obtain_a_fulltime_offer", | |
| "aci.aero/wp-content/uploads/2022/04/Aiport-Internship-Summer-2022-Job-Announcement_Final.pdf", | |
| "au.prosple.com/graduate-employers/boeing-australia/jobs-internships/engineering-university-summer-internship-2", | |
| "jobs.boeing.com/BTAP", | |
| "jobs.boeing.com/location/india-country-jobs/185/1269750/2", | |
| "search-careers.gm.com/en/gm-apprenticeship-program", | |
| "extern.com/post/boeing-internship-guide", | |
| "boq.com.au/about-us/careers/internship-program", | |
| "jobs.baesystems.com/global/en/studentsandgraduates" | |
| ] | |
| } | |
| ] | |
| } |