Hlangana ne-WebBrain: I-Open-Source, I-ejenti Yesiphequluli Se-AI yasendaweni-Yokuqala Efunda Amakhasi futhi Izenzele Imisebenzi ku-Chrome neFirefox.

I-WebBrain iyi-ejenti yesiphequluli samahhala, esinomthombo ovulekile ye-Chrome neFirefox. Ifunda amakhasi, ikhiphe idatha, futhi izenzele ngokuzenzakalelayo imisebenzi yezinyathelo eziningi. Ngokungafani nama-plugin amaningi e-AI esiphequluli, ingasebenza ngokuphelele kumodeli yendawo.

Yakhiwe ngu-Emre Sokullu futhi inelayisensi ngaphansi kwe-MIT. Umthombo ogcwele uhlala ku-GitHub.

Qalisa umenzeli ngokumelene nemodeli yendawo, futhi ayikho idatha yekhasi eshiya umshini wakho. Xhuma i-API yamafu uma ufuna ukwazi okwengeziwe.

Yini iWebBrain?

I-WebBrain ihlala kuphaneli eseceleni yesiphequluli sakho. Ku-Chrome isebenzisa i-Manifest V3 kanye ne-sidePanel API. KuFirefox isebenzisa i-Manifest V2 kanye ne-sidebar_action. Ithebhu ngayinye igcina umlando wayo wengxoxo.

Isandiso sisebenza ngaphakathi kweseshini yakho ekhona eqinisekisiwe. Ibona ama-akhawunti akho ongene kuwo ncamashi njengoba ubona. Ayigcini idatha ngaphandle futhi ayingezi i-telemetry noma ama-akhawunti.

I-plugin ithunyelwa ngesiNgisi, Español, Français, Türkçe, nesi-中文. Ithola ngokuzenzakalela ulimi lwesiphequluli sakho ekuqalisweni kokuqala.

Buza Imodi, Imodi Yokwenza, nokuthi Izenzo Zivutha Kanjani Ngempela

I-WebBrain inezinhlobo ezimbili: Buza imodi ifundwa kuphela futhi ayikwazi ukushintsha ikhasi. Imodi yesenzo ungachofoza, uthayiphe, uskrole, uzulazule, futhi uqalise ukugeleza komsebenzi.

Imodi yokubuza ifunda amakhasi ngokusebenzisa imibhalo evamile yokuqukethwe. Imodi yokwenza ihlukile. Ishayela ikhasi ngephrothokholi ye-Chrome DevTools nge-chrome.debugger API. Lokho kukhiqiza izehlakalo zokufaka ezithenjwayo ukuthi izingosi zesimanje empeleni ziyahlonishwa. Iphinde ifinyelele kuma-iframe wemvelaphi ehlukene nesithunzi se-DOM imibhalo yokuqukethwe engakwazi ukuyibona.

Lawo mandla ahlolwa ngamabomu. I-WebBrain inamathisela isilungisi sephutha kuphela uma isenzo sisidinga, ithebhu ngayinye. I-Chrome iveza isibhengezo sayo esijwayelekile esithi 'I-WebBrain iqale ukulungisa iphutha lesi siphequluli' ngenkathi sinamathiselwe. IFirefox ayinakho okulinganayo kwe-CDP, ngakho-ke i-Act mode ibuthakathaka ngokuphawulekayo.

Amazinga okushisa alungisiwe ukuze akwazi ukubikezelwa. Imodi yesenzo isebenzisa izinga lokushisa elingu-0.15. Imodi yokubuza isebenzisa i-0.3. Izincazelo zesithombe-skrini sombono ozinikele zisebenzisa i-0.

Imodeli Yezokuphepha

Abenzeli besiphequluli basebenza endaweni ephikisanayo. Amakhasi ewebhu angafihla imijovo esheshayo entshontsha ukuziphatha kwe-ejenti. Idizayini yeWebBrain ibhekana nalokhu ngokuqondile.

I-ejenti iqala ngemodi yokufunda kuphela yokubuza. Ibuza ngaphambi kwezenzo ezilandelanayo. Ungakwazi ukukhubaza lokho kwaziswa kuzilungiselelo Zezimvume. Avuliwe ngokuzenzakalela.

Kukhona futhi a I-UI-kuqala umthetho wokuguqula izakhi zofuzo. Kunoma yini edala, ethumelayo, ethumelayo noma ethengayo, i-WebBrain isebenzisa i-UI ebonakalayo. Yenqaba ukushayela i-REST noma izindawo zokugcina ze-GraphQL ngokuqondile ukuze ziguqulwe. Ingxoxo ngayinye/i-allow-api yokukhipha ikhona lapho i-UI yehluleka ngempela.

Ukufunda kuphathwa ngokwehlukana. Ukulanda i-README noma ukuqhathanisa izintengo kusebenzisa i-HTTP yangemuva ngokusebenzisa i-fetch_url kanye namathuluzi e-research_url. Ukufunda akushintshi lutho ukude, ngakho-ke imithetho eqinile ayisebenzi.

Sebenzisa Amacala, Ngezibonelo Zekhonkolo

• Ukukhishwa kwedatha yilokho okusobala: Vula ikhathalogi bese ubuza: 'Nyusa wonke amagama emikhiqizo nezintengo kuleli khasi.' I-ejenti ifunda isakhiwo bese ibuyisela imigqa. Isebenza futhi nama-PDF.
• Izifinyezo zocwaningo zingenye: Buza 'Fingqa lesi sihloko,' bese ulandelela ngombuzo othize. I-WebBrain ithola ama-paywall ngokwethembeka futhi ayizami ukuwadlula. Iphinde ichithe amabhena avamile emvume yekhukhi ngaphambi kokufunda.
• Ukugcwalisa amafomu kufanelana nokubhalisela okuphindaphindiwe: Ukugcwalisa okuzenzakalelayo kwephrofayela ongakukhetha kugcina umlando omfushane embhalweni wendawo. Lowo mbhalo uthunyelwa ku-LLM yakho emisiwe ukuze ugcwalise amafomu anenani eliphansi. Gcina amaphasiwedi abalulekile ngaphandle kwayo.
• Ukuzenzakalela kuhlanganisa izinyathelo eziningi: Zama 'Zulazula uye ku-github.com futhi uthole amakhosombe athrendayo.' Ku-Act mode, i-ejenti ihlanganisa ukuzulazula, ukufunda, nokuchofoza.

Ukugcina Izindleko Zethokheni Ziphansi

Amathokheni amafu ayanda ngezikhathi ezinde. I-WebBrain ibopha izindleko ngezindlela ezintathu.

• Izithombe-skrini zishintshwa usayizi futhi zicindezelwe ngokuphindaphindiwe nge-JPEG ngaphambi kokuba zishiye umshini wakho. Lokho kugcina amathokheni esithombe amancane.
• Umlando wengxoxo kanye nokuphumayo kwamathuluzi kusikwa kudala kakhulu-kuqala njengoba iwindi lokuqukethwe ligcwala.
• Ungaphinda ubhanqe imodeli yombhalo eshibhile yokuhlela ngemodeli yombono ehlukile yezithombe-skrini.

Indlela Eliqhathaniseka Ngayo

I-WebBrain ihlala phakathi kwama-plugin esiphequluli se-AI kanye nezinhlaka ze-ejenti ezigcwele. Nasi isiqhathaniso se-plugin, esithathwe kumadokhumenti ephrojekthi uqobo.

Izinhlaka ezifana ne-OpenClaw noma i-Browser-Use ziyisigaba esihlukile. Lawo ama-SDK kanjiniyela wamapayipi angenamakhanda. I-WebBrain iyisandiso somsebenzisi wokugcina osishayelayo usuka kuphaneli yengxoxo. Ungasebenzisa kokubili.

Ukuyiqhuba: Abahlinzeki kanye Nokusetha

I-WebBrain isekela amamodeli endawo nawefu ngokusebenzisa isixhumi esibonakalayo esisodwa. Izinketho zasendaweni zifaka i-llama.cpp, i-Ollama, i-LM Studio, i-Jan, i-vLLM, ne-SGlang. Izinketho zamafu zifaka i-OpenAI, i-Anthropic Claude, i-Gemini, i-Mistral, i-DeepSeek, ne-xAI Grok. Iphinde isekele i-Groq, i-MiniMax, i-Alibaba Cloud (Qwen), i-Nvidia NIM, ne-OpenRouter.

Inketho ephethwe eyakhelwe ngaphakathi, i-WebBrain Cloud, ayidingi ukusethwa kwendawo. Kubiza u-$5 ngenyanga ngephrofayela ngayinye yedivayisi ngaphansi kwenqubomgomo yokusebenzisa kahle. Ngokusetshenziswa kwendawo, i-llama.cpp ayidingi ukhiye we-API.

Ukuqala iseva yendawo kuthatha umyalo owodwa:

# llama.cpp — load at least a 16k-token context window
llama-server -m your-model.gguf -c 16384 --port 8080

# Ollama (OpenAI-compatible) — set the extension-origin env var
OLLAMA_ORIGINS="*" ollama serve
# then set the base URL to  in settings

Khomba i-WebBrain ekugcineni kuzilungiselelo. Ngeseva yomshini ophambanayo we-vLLM, vumela i-CORS nge -allowed-origins '[“*”]'.

Imodeli enconyiwe yi-Qwen 3.6 35B (Qwen3.6-35B-A3B). Ihlule i-Gemma 4 kubhentshimakhi yesithombe-skrini sephrojekthi. I-RTX 5090 ilungile; i-RTX 4090 isebenza nge-INT4 AutoRound quantization.

Umhlinzeki ngamunye uyikilasi elinweba i-BaseLLMProvider. Ijwayela kumumo owodwa wokuphendula:

{ content: string, toolCalls: Array|null, usage: Object|null }

Okuthathwayo Okubalulekile

• I-WebBrain iyi-ejenti yesiphequluli ye-AI yamahhala, enelayisensi ye-MIT ye-Chrome neFirefox, eyakhiwe ngu-Emre Sokullu.
• Isebenza kumamodeli asendaweni (llama.cpp, Ollama; Qwen 3.6 35B enconyiwe) nanoma iyiphi i-API yamafu — ayikho idatha yekhasi eshiya umshini wakho uma isendaweni.
• Imodi yokubuza ifunda amakhasi afundwayo kuphela; Ukuchofoza kwemodi yesenzo nezinhlobo nge-Chrome DevTools Protocol yemicimbi yokufaka ethembekile.
• Ukuvikeleka kuqala ngedizayini: iqala ukufunda kuphela, ivumela izenzo ezilandelanayo, futhi isebenzisa i-UI esikhundleni sezingcingo eziqondile ze-API zokuguqulwa.
• Kumahhala ukuzisingatha ngokwakho, noma u-$5/ngenyanga ngephrofayela ngayinye yedivayisi ye-WebBrain Cloud ephethwe ngaphansi kokusetshenziswa okufanele.

Isichazi Esisebenzisanayo esineDemo

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