Hlola Ukubonakala Komkhiqizo Wakho ku-AI nge-NiubiGEO

Yini i-NiubiGEO?

I-NiubiGEO iyithuluzi lomthombo ovulekile, elizisingathayo lokuhlola indlela amasistimu e-AI aqonda futhi ancoma ngayo umkhiqizo. Ufaka i-domain, ubuyekeze ulwazi lomkhiqizo nemibuzo yamakhasimende etholakele, ukhethe umhlinzeki we-AI olungiselelwe, bese wenza umbiko ofundekayo mayelana nokubonakala komkhiqizo wakho.

Ngokungafani namathuluzi anciphisa ukubonakala kube amaphuzu angachazwanga, i-NiubiGEO igcina ubufakazi bufinyeleleka. Iziphetho zayo zixhuma embuzweni wokuhlola, empendulweni yokuqala yemodeli, nakunoma yimiphi imithombo yezingcaphuno ebuyiswe umhlinzeki.

I-NiubiGEO Community Edition isebenzisa ama-API abahlinzeki. Ayiphindaphindi imiphumela evela ezindaweni zokuxhumana zabathengi ezifana namawebhusayithi omphakathi e-ChatGPT, Claude, Gemini, noma Perplexity.

Okuboniswa Ukuhlolwa

Ukuhlolwa kwe-NiubiGEO kuklanyelwe ukuphendula imibuzo yebhizinisi esebenzayo kunokwethula iqoqo elikhulu lamamethrikhi e-GEO angacacile.

• Ukuqashelwa komkhiqizo: Thola ukuthi amamodeli akhethiwe uyawubona yini umkhiqizo wakho nokuthi awuchaza kanjani.
• Ukutholwa kwabancintisana nabo: Bona ukuthi yimiphi imikhiqizo evelayo lapho ikhasimende libuza imibuzo yesigaba, yokuqhathanisa, noma yokuncoma.
• Izikhala zokubonakala: Thola imibuzo efanele lapho kuvela khona abancintisana nabo kodwa umkhiqizo wakho ungaveli.
• Ukuhlaziywa kwemithombo: Buyekeza imithombo esemthethweni, yomphakathi, neyabanye abantu ethonya impendulo.
• Ukuhlola ubufakazi: Vula impendulo yokuqala ye-AI esekela isiphetho ngasinye sombiko.

Le phrojekthi ihlukanisa abancintisana nabo abaqinisekisiwe emagameni angase ahlobane ngokungaqinile kuphela. Iphinde ikuvumele ukuthi ubuyekeze futhi uhlele imibuzo ngaphambi kokwenziwa kwezingcingo zomhlinzeki.

Izici Ezibalulekile

• I-Community Edition yomthombo ovulekile enelayisensi ye-Apache-2.0.
• Ukuzisingatha mahhala usebenzisa okhiye bakho be-API bomhlinzeki.
• Ukusekelwa kwabahlinzeki namamodeli e-AI amaningi.
• Ukutholwa komkhiqizo, kweziteketiso, kwesigaba, kwamagama angukhiye, nabancintisana nabo.
• Ukuqinisekiswa kwemibuzo ngaphambi kokuba kuqale ukuhlolwa.
• Ukuhlaziywa kwezincomo nezingcaphuno ezibuyiswe umhlinzeki.
• Imibiko elandelekayo emibuzweni nasezimpendulweni eyisisekelo.
• Izixhumi ezibonakalayo, imiyalelo, ukuhlaziya, nemibiko ngesiNgisi nangesiShayina Esenziwe Lula.

Abahlinzeki abasekelwayo

I-NiubiGEO isekela i-OpenRouter, i-OpenAI, i-Anthropic, i-Google Gemini, i-Perplexity, i-DeepSeek, nama-API ahambisana ne-OpenAI. Kuya ngomhlinzeki, ingasebenzisa ukusesha kwewebhu komdabu, ukusekela ukusesha, izimpendulo ezisekelwe kuwebhu, noma izingcaphuno ezibuyiswe umhlinzeki.

Ukhiye we-OpenRouter ungafinyelela amamodeli avela kubahlinzeki abaningi, kodwa izicelo eziphumayo zisabhalwa njengemiphumela ye-OpenRouter API. Imininingwane yokungena yabahlinzeki ihlala ihlukene: ukhiye we-OpenAI ubiza i-OpenAI, kanti ukhiye we-Gemini ubiza i-Gemini.

Izidingo Zokuqala

Indlela esheshayo yokufaka isebenzisa i-Docker ne-Docker Compose. Uzodinga futhi okungenani ukhiye owodwa we-API womhlinzeki osekelwayo. Uma ukhetha ukusebenzisa ikhodi ngokuqondile, faka i-Node.js 22 noma entsha.

• Git
• i-Docker ene-Docker Compose, noma i-Node.js 22+
• Ukhiye we-API okungenani womhlinzeki oyedwa osekelwayo
• I-domain noma ikhasi lomkhiqizo elizohlolwa

Faka i-NiubiGEO nge-Docker

1. Klona indawo yokugcina

git clone https://github.com/Albert-Weasker/niubigeo.git
cd niubigeo
cp .env.example .env

2. Faka ukhiye womhlinzeki

Vula i-.env bese ufaka okungenani ukhiye owodwa ovumelekile we-API. Awudingi ukulungiselela bonke abahlinzeki.

OPENROUTER_API_KEY=
OPENAI_API_KEY=
ANTHROPIC_API_KEY=
GEMINI_API_KEY=
PERPLEXITY_API_KEY=
DEEPSEEK_API_KEY=

Isibonelo, uma uhlela ukusebenzisa i-OpenAI, gcwalisa i-OPENAI_API_KEY bese ushiya okufakiwe kwabanye abahlinzeki kungagcwaliswanga.

3. Yakha bese uqala uhlelo

docker compose up --build

Lapho isevisi isilungile, vula http://localhost:8787 esipheqululini sakho.

Ukusebenzisa isithombe sesiqukathi esishicilelwe

Isithombe se-alpha esakhiwe kusengaphambili siyatholakala ku-GitHub Container Registry:

docker pull ghcr.io/albert-weasker/niubigeo:v0.1.0-alpha

Ungakwazi futhi ukudonsa isithombe esinophawu lwe-latest:

docker pull ghcr.io/albert-weasker/niubigeo:latest

Faka nge-Node.js

Uma ufuna ukusebenzisa iphrojekthi ngaphandle kwe-Docker, qinisekisa ukuthi kufakiwe i-Node.js 22 noma entsha. Bese uklona indawo yokugcina, udale ifayela lendawo, ufake okuncikile, usebenzise ukuzihlola, bese uqala iseva.

git clone https://github.com/Albert-Weasker/niubigeo.git
cd niubigeo
cp .env.example .env
npm install
npm run self-check
npm run server

Faka ukhiye womhlinzeki ku-.env ngaphambi kokuzama ukuhlola. Ngaphandle kokhiye olungiselelwe, i-NiubiGEO ayikwazi ukukhiqiza imiphumela yangempela yokubonakala kwe-AI.

Yenza Ukuhlolwa Kwakho Kokuqala Ku-Web Interface

1. Faka i-domain: Nikeza i-domain yenkampani yakho noma ikhasi lomkhiqizo elifanele.
2. Buyekeza imiphumela yokutholwa: I-NiubiGEO ikhomba umkhiqizo, iziteketiso, isigaba, amagama angukhiye, nabangase bancintisane nabo.
3. Qinisekisa izinhlangano: Lungisa ulwazi lomkhiqizo bese uhlukanisa abancintisana nabo bangempela emagameni angahlobene.
4. Buyekeza imibuzo: Hlela imibuzo yamakhasimende ehlongozwayo ngaphambi kokuba kuthunyelwe noma yisiphi isicelo kumhlinzeki.
5. Qalisa ukuhlolwa: I-NiubiGEO ibiza i-API yomhlinzeki okhethiwe bese ihlaziya izimpendulo zawo nemithombo ebuyisiwe.
6. Funda umbiko: Hlola ukuqashelwa komkhiqizo, ukuvela kwabancintisana nabo, imibuzo lapho umkhiqizo ungekho khona, nobufakazi obusekelayo.

Umbiko oyinhloko ugcizelela iziphetho ezimfishane. Izimpendulo ezigcwele ze-AI zigoqwe ngokuzenzakalela, ngakho ungazivula kuphela lapho udinga ukuqinisekisa ubufakazi.

Qalisa Ukuhlola Ngomugqa Womyalo

I-CLI iwusizo ekuhloleni kwasendaweni okuphindaphindekayo nasezinhlelweni ezisebenzisa imibhalo. Isibonelo esilandelayo sihlola example.com sisebenzisa i-OpenRouter, sisebenzisa amamodeli amabili, futhi sakha imiyalelo eyisishiyagalombili:

npm run audit -- \
  --domain example.com \
  --provider openrouter \
  --models openai/gpt-4o-mini,perplexity/sonar \
  --prompt-count 8

Shintsha isizinda, umhlinzeki, nezihlonzi zamamodeli ufake amanani afanele ukuhlolwa kwakho kanye nemininingwane egunyaziwe.

Engeza Amagama Abalulekile, Izimbangi, Nemibuzo Yangokwezifiso

Ungaqondisa ukuhlolwa ngamagama abalulekile esigaba, izimbangi ezaziwayo, nemibuzo yamakhasimende. Hlukanisa amagama abalulekile nezimbangi ngokhefana. Hlukanisa imiyalelo yangokwezifiso ngomugqa omile.

npm run audit -- \
  --domain example.com \
  --keywords "category keyword,buyer intent keyword" \
  --competitors rival.com,other.com \
  --prompts "What are the best tools in this category?|What are the alternatives?"

Ngokuzenzakalela, imibiko ekhiqiziwe igcinwa kufolda yendawo ethi runs/.

Indlela Yokuhumusha Umbiko

Qala Ngokuhlola Ukuqashelwa Komkhiqizo

Bheka ukuthi imodeli iyawukhomba yini umkhiqizo ngendlela efanele, ukuthi iwubeka kusiphi isigaba, nokuthi yimaphi amakhono abalulekile ewashiyayo. Ukuqashelwa kukodwa akusho ukuthi imodeli iyakuqonda kahle ukuma komkhiqizo emakethe.

Buyekeza Izimbangi Eziqinisekisiwe

Naka izimbangi ezivela kaningi emibuzweni yezincomo noma yezinye izinketho. I-NiubiGEO yehlukanisa izimbangi eziqinisekisiwe emikhiqizweni okungenzeka ihlobene, ikusiza ugweme ukuphatha yonke inkampani eshiwo njengembangi eqondile.

Thola Imibuzo Lapho Umkhiqizo Wakho Ungaveli Khona

Igebe eliwusizo lokubonakala ngumbuzo ofanele wekhasimende lapho kunconywa khona imikhiqizo eqhudelanayo kodwa umkhiqizo wakho ungekho. La magebe angaveza lapho i-AI ingenalo ulwazi olwanele ngokuma komkhiqizo wakho noma ingawuhlobanisi nomkhiqizo wakho nesimo esithile sokusetshenziswa.

Hlola Imithombo Nezimpendulo Zokuqala

Vula ubufakazi obungemuva kweziphetho ezibalulekile. Thola ukuthi impendulo incike kusayithi lakho elisemthethweni, ezingxoxweni zomphakathi, noma emakhasini ezinkampani zangaphandle. Izingcaphuno zilinganiselwe emithonjeni ebuyiswe umhlinzeki noma ekhona ngokusobala empendulweni ye-AI.

Amaqhinga Athuthukile Okuhlola Okungcono

Sebenzisa Imibuzo Ebonisa Inhloso Yomthengi

Imiyalelo ejwayelekile ingase ingavezi amagebe abaluleke kakhulu okuncintisana. Engeza imibuzo amakhasimende ayibuza ngempela, njengezincomo zesigaba, ezinye izinketho, ukuqhathanisa, nezicelo eziqondene nesimo sokusetshenziswa. Hlala ubuyekeza imibuzo ekhiqiziwe ngaphambi kokuqala izingcingo zomhlinzeki.

Hlola Ngemodeli Noma Umhlinzeki Ongaphezu Koyedwa

Amamodeli ahlukene angakwazi ukuqaphela imikhiqizo, ancome izimbangi, futhi abuyise imithombo ngezindlela ezihlukene. Ukuhlola ngabahlinzeki abaningi kukusiza ubone lo mehluko, kodwa imiphumela akufanele ithathwe njengelingana ngokuqondile nezindawo zokuxhumana zemikhiqizo zabathengi.

Gcina Izimo Zokuhlola Zifana

Umphumela we-AI awulandelani ngokuqinile, ngakho ukuhlola okukodwa akusona isikhundla saphakade. Lapho uhlola izinguquko, gcina isizinda, imibuzo, umhlinzeki, amamodeli, ulimi, nezinye izimo zokuhlola kufana ngangokunokwenzeka. Ukuqhathanisa imibiko okusemthethweni ngaphansi kwezimo ezifanayo kubhalwe njengesici esihleliwe, hhayi ikhono elikhona njengamanje.

Khetha Ulimi Olufanele

I-NiubiGEO isekela isiNgisi nesiShayina Esenziwe Lula. Ulimi olukhethiwe luthinta isixhumi esibonakalayo, imibuzo yokuqapha ekhiqiziwe, imiyalelo yabahlinzeki, ukuhlaziywa komkhiqizo nezimbangi, kanye nombiko wokugcina. Sebenzisa ulimi oluhambisana nezethameli ofuna ukuphenya ulwazi lwazo.

Qonda Imingcele Yemiphumela Ye-API

Izimpendulo ze-Provider API zingahluka ezimpendulweni eziboniswa ezinhlelweni zewebhu zabathengi. I-Community Edition ayilingisi abasebenzisi bezifunda ezahlukene noma izixhumi ezibonakalayo zewebhu zabathengi. Ukuhlola kwabantu, izithombe-skrini, ukuhlolwa kwezifunda, namaphakheji aphelele obufakazi babathengi kungokwenkonzo ehlukile ephethwe echazwe yiphrojekthi.

Vikela Imininingwane Yokungena Nedatha Yemibiko

Ungalokothi ufake .env, okhiye babahlinzeki, imiyalelo eyimfihlo, imibiko yamakhasimende, noma amafayela abucayi avela ku-runs/ kulawulo lwekhodi. Iphrojekthi incoma ukubika izinkinga zokuphepha ngasese ngenqubomgomo yayo yokuphepha.

Isimo Samanje Sephrojekthi

I-NiubiGEO okwamanje iyi-v0.1.0-alpha. Ukugeleza kwayo okuyisisekelo kokuhlola kuyasebenza, kodwa izixhumi ezibonakalayo, imithetho yemibiko, nezakhiwo zedatha zingashintsha.

Amakhono akhona afaka ukuhlola ngabahlinzeki abaningi, ukuqinisekiswa kwemibuzo ngaphambi kokuhlola, ukutholwa kwemikhiqizo nezimbangi, ukuhlunga imithombo, imibiko elandelekayo, nokusekelwa kwezilimi ezimbili. Ukuqapha okuhleliwe, ukuqhathaniswa kwemibiko, amaphakheji okuthekelisa imibiko, i-SDK yama-plugin abahlinzeki, nabahlinzeki abengeziwe kuhleliwe, kodwa akutholakali okwamanje.

Isikhathi Sokusebenzisa I-NiubiGEO

I-NiubiGEO ifaneleka kakhulu lapho ufuna ukuhlola komthombo ovulekile, ukulawula amamodeli nemibuzo, ukusebenza okusingathwa nguwe, kanye nokufinyelela okuqondile ebuhlotsheni obungemuva kwazo zonke iziphetho. Amapulatifomu ezentengiso angase afaneleke kakhulu lapho udinga ingqalasizinda ebanjwe, amasethi edatha obunikazi, ukubika okuhleliwe, ukugeleza komsebenzi kwamaqembu okuvuthiwe, noma ukuhlanganiswa okubanzi kwezokumaketha.

Isiphetho

I-NiubiGEO inikeza indlela esobala yokuphenya ukuthi izinhlelo ze-AI ziyawazi yini umkhiqizo wakho, ukuthi ziwuchaza kanjani, yiziphi izimbangi ezizincomayo, nokuthi yimiphi imithombo ethonya izimpendulo zazo. Qala nge-Docker noma i-Node.js, xhuma umhlinzeki oyedwa osekelwayo, buyekeza imibuzo yakho ngokucophelela, futhi usebenzise izixhumanisi zobufakazi zombiko ukuguqula okutholakele ngokubonakala kwe-AI kube ukubonwa okuqinisekisekayo.

Ukuze uthole izibuyekezo, ikhodi yomthombo, nemiyalelo yokufaka isandla, vakashela inqolobane ye-NiubiGEO ku-GitHub.