Ucwaningo Lozalo Lwemindeni lwe-ex-USSR Olugxile Ebufakazini Ngama-Agent e-AI

Yini Ucwaningo Lobudlelwane Bomndeni Be-ex-USSR?

Ucwaningo Lobudlelwane Bomndeni Be-ex-USSR luyikhono le-genealogy elisekelwe ebufakazini lama-agent e-AI afana no-Codex no-Claude Code. Lusiza ukuphenya imibuzo yomlando womndeni ebandakanya i-ex-USSR, iSoviet Union kanye noMbuso WaseRussia, kuyilapho lugcina amarekhodi, izincazelo nemibuzo engakaxazululwa kwehlukanisiwe ngokucacile.

Leli khono lenzelwe izincwadi zesonto, amarejista omphakathi, imininingwane yezempi, amafayela okudingiswa nawokucindezelwa, amaqoqo emibhalo ashicilelwe kanye namaskeni ezinqolobane angakafakwa ezinkombeni. Esikhundleni sokukhiqiza isihlahla somndeni esingenabo ubufakazi obusekelayo, liqopha lapho okutholakele ngakunye kuvela khona, lehlukanisa ubufakazi obuzimele kumakhophi aphindaphindiwe futhi lichaza lokho okufakazelwe noma okungakafakazelwa.

Imiyalelo yangaphakathi ibhalwe ngesiRashiya, kodwa i-agent iphendula ngolimi lomsebenzisi. Ingacaphuna amagama neziqephu ngendlela yazo yokuqala yokubhalwa, inikeze izinguqulo futhi yakhe ukusesha ngezilimi ezifanele amarekhodi, okuhlanganisa isiRashiya, isi-Ukrainian, isiPolish, isiRomanian, isiJalimane ne-Yiddish.

Izici ezisemqoka

• Ukwamukelwa kwecala ngendlela ehlelekile: Kuchaza umbuzo owodwa wocwaningo, amaqiniso aziwayo, abantu okungenzeka basaphila kanye nanoma yiziphi izihloko ezingavunyelwe.
• Amarejista aphindaphindekayo: Kugcinwa amarekhodi e-CSV abantu, izinto zobuciko, izimangalo, ubudlelwane kanye nokusesha, kanye nethempulethi yombiko wokugcina.
• Amagunya omlando: Umcimbi uhlanganiswa nezwe, isifundazwe, isifunda, isifunda sesonto noma irejista yomphakathi eyayikhona ngosuku lomcimbi, esikhundleni sokuthembela kumephu yesimanje.
• Ukuhlaziywa kwezinhlobo zamagama: Kubhekwa ama-patronymic, izibongo zangaphambi komshado, izinguquko zokubhalwa kwamagama nezinhlobo zomlando ezilimini eziningana zesifunda.
• Uhlelo lwemithombo: Kubekwa kuqala amarekhodi okuqala, amakhathalogi asemthethweni nezinkomba ngaphambi kokuthatha izihlahla eziku-inthanethi noma izinkundla njengemikhondo.
• Izimo zobufakazi ezicacile: Izimangalo zibekwa ilebula ethi hypothesis, single-source, corroborated, strongly-corroborated, contradicted noma unresolved.
• Ukuhlonza abantu: Abantu okungenzeka babelana ngegama bagcinwa ngaphansi kwama-person_id ahlukene kuze kube yilapho imininingwane efana nabazali, inombolo yendlu, usuku lokuzalwa oluqondile, abazali ababhapathizayo noma ibutho lezempi ibaxhumanisa.
• Ukuhlolwa kobufakazi: Kubhekwa ubuqotho bezinkomba futhi kuxwayiswe ngobufakazi obungaqinisekisiwe ngokwanele ngaphambi kokubhalwa kombiko wokugcina.
• Imingcele enesibopho: Kuvikelwa abantu abasaphila, kudingeke ukuthi umuntu aphathe ukungena kuma-akhawunti nama-CAPTCHA, futhi akuvunyelwe ukweqa ama-paywall, imikhawulo yezinga noma izilawuli zokufinyelela.

Okudingekayo ngaphambi kokuqala

Udinga i-Git, i-Python 3 kanye ne-runtime esekelwayo ye-Agent Skills. Imibhalo efakiwe isebenzisa kuphela umtapo ojwayelekile we-Python, ngakho awekho amaphakheji e-Python engeziwe adingekayo.

Khetha indawo yokufaka ehambisana ne-agent yakho. I-Codex isebenzisa i-~/.codex/skills/, kanti amakhono omuntu siqu e-Claude Code asebenzisa i-~/.claude/skills/. I-Claude Code ingalayisha futhi ikhono lisuka enkombeni ye-.claude/skills/ yephrojekthi.

Faka ikhono

Faka ku-Codex

git clone https://github.com/DenisSergeevitch/ex-ussr-kinship-research ~/.codex/skills/ex-ussr-kinship-research

Faka njengekhono lomuntu siqu le-Claude Code

git clone https://github.com/DenisSergeevitch/ex-ussr-kinship-research ~/.claude/skills/ex-ussr-kinship-research

Faka kuphrojekthi eyodwa ye-Claude Code

Clone noma kopisha inqolobane uyifake ku-.claude/skills/ex-ussr-kinship-research ngaphakathi kwenqolobane yephrojekthi. Lokhu kugcina ikhono lihlotshaniswa naleyo phrojekthi esikhundleni sokulenza litholakale kuwo wonke amaphrojekthi akho.

Inqolobane yomthombo iyatholakala ku-GitHub.

Qala icala locwaningo

Indlela elula yokuqala ukusho umbuzo owodwa oqondile womlando womndeni. Faka amagama aziwayo, izinsuku ezilinganisiwe, izindawo, amaskeni amarekhodi nokungaqiniseki, kodwa gwema ukuthatha izindaba zomndeni ezingaqinisekisiwe njengamaqiniso.

Izicelo eziyizibonelo zihlanganisa:

• Ukhokho wami omkhulu wadingiselwa eKazakhstan ngeminyaka yawo-1930. Ngisize ngithole abazali bakhe kumarekhodi esonto.
• Nanka amaskeni esitifiketi somshado nekhadi lesosha. Hlola ukuthi kubhekiswe kumuntu ofanayo yini futhi wakhe uchungechunge lobufakazi.
• Thola isifunda sesonto nefilimu efanele ye-FamilySearch yedolobhana lasePodolia ngeminyaka yawo-1890, bese uhlola ukuzalwa kwalesi sibongo.

I-agent kufanele yenze ukwamukelwa kwecala ngaphambi kokusesha kabanzi. Isicelo esiwusizo sichaza umbuzo oyinhloko, amaqiniso aziwayo, abantu okungenzeka basaphila, imikhawulo kanye nolimi olufunwayo lokuphumayo. Isilungiselelo solimi esizenzakalelayo siyazenzakalela, ngakho i-agent kufanele ivamise ukuphendula ngolimi olusetshenziswa umcwaningi.

Dala indawo yokusebenza yecala

Kusukela enqolobaneni yekhono, qalisa inkomba yecala usebenzisa umbhalo ofakiwe:

python scripts/init_case.py --case-dir ./my-case --research-question "Who were Maria's parents?" --subject-label "Maria"

Lokhu kusungula indawo yokusebenza ehlelekile esetshenziselwa ukulandelela abantu, izinto zobuciko, izimangalo, ubudlelwane nokusesha. Gcina umbuzo owodwa ogxilile wocwaningo ecaleni ngalinye ukuze umzila wobufakazi ovelayo uhlale uqondakala.

Bhalisa futhi wenze i-hash yezinto zobuciko

Amaskeni namadokhumenti agciniwe kufanele ahlale ekwazi ukuhlonzwa noma amafayela eqanjwa kabusha noma kuvele amakhophi aphindaphindiwe. Yenza i-hash ye-SHA-256 yento ngayinye:

python scripts/hash_artifact.py ./scans/marriage-1902.jpg

Rekhoda le nto ebhukwini lamacala kanye nolwazi lwayo lomthombo. Isithombe esilandiwe, isiqeshana kanye nekhophi yesibuko yerekhodi elifanayo eliyisisekelo akubona ubufakazi obuzimele ngokuzenzakalelayo. Amakhophi ahlobene kufanele abelane nge-independence_group ukuze angabalwa njengobufakazi obuhlukene.

Landela ukuhamba komsebenzi okugxile ebufakazini

1. Chaza isimangalo esiqondiswe kuso. Guqula umbuzo obanzi womndeni ube isimangalo esingase sisekelwe noma siphikiswe amarekhodi, njengokukhomba abazali bakaMaria.
2. Thola indawo yomlando ngokunembile. Nquma igunya elalisebenza ngosuku lomcimbi, okuhlanganisa izwe, isifunda, ipharishi noma ihhovisi lokubhalisa umphakathi elifanele.
3. Yakha izinhlobo zamagama. Lungiselela izipelingi ezingaba khona, amagama obaba, izibongo zangaphambi komshado kanye nokubhalwa kabusha kwamagama ngezinye izinhlamvu ngezilimi ezazisetshenziswa abagcini bamarekhodi bendawo.
4. Sesha imithombo enamandla kuqala. Khetha amarekhodi okuqala, bese kuba amakhathalogi asemthethweni, izinkomba kanye namaqoqo amadokhumenti ashicilelwe. Phatha izihlahla zomndeni ezifakwe abasebenzisi kanye nokuthunyelwe ezinkundleni njengezinkomba, hhayi ubufakazi.
5. Loga ukusesha okuphumelele nokwehlulekile. Rekhoda ukuthi useshele kuphi, umbuzo noma ifilimu oyihlolile kanye nomphumela. Okutholakele okungekho kuvimbela umsebenzi ophindwayo futhi kucacisa ukuthi yimiphi imithombo yomphakathi eseyihloliwe ngokuphelele.
6. Dala izimangalo usebenzisa ubufakazi. Xhumanisa konke okushiwo okuyiqiniso nezinto ezisekelayo futhi unikeze isimo esichazekayo.
7. Qinisekisa ubunikazi ngokucophelela. Ungabahlanganisi abantu ngenxa nje yokuthi babelana ngegama nendawo yokuhlala.
8. Hlola ngaphambi kokubika. Sebenzisa iskripthi sokuhlola bese ulungisa izixhumanisi ezibuthakathaka, izinkomba ezingekho kanye nokuqinisekiswa okubalwa ngokungafanele.

Hlola ubufakazi

Ngaphambi kokukhiqiza iziphetho, sebenzisa:

python scripts/audit_evidence.py --case-dir ./my-case

Ukuhlola kubheka amarejista ukuze kuqinisekiswe ubuqotho bezinkomba futhi kuveze ukuqinisekiswa okubuthakathaka. Sebenzisa okutholakele ukulungisa idatha yecala noma ukumaka izimangalo njengezingakaxazululwa. Inhloso akukhona ukuphoqa yonke imibuzo ukuba ibe nempendulo eqinisekile, kodwa ukuqinisekisa ukuthi isiphetho ngasinye sibonisa ngokunembile ubufakazi obutholakalayo.

Ukusebenza ngamasikeni angenazo izinkomba

Izincwadi eziningi zesonto zasemazweni angaphambilini e-USSR eziku-FamilySearch zingamaqoqo anezithombe kuphela. Ngakho ukusesha ngesibongo kungase kungabuyisi lutho noma ngabe okufakiwe okufanele kukhona. Izifundo zomsebenzi wale phrojekthi zincoma ukuthola ifilimu efanele, ukuhlanganisa izinkomba zengobo yomlando nezihlonzi zamafilimu, ukuthola ivolumu noma isigaba esifanele, ukubheka ngokushesha ikholomu ebalulekile nokusondeza kubantu abangaba ngabafanele.

Loga ifilimu, ububanzi bezithombe, uhlobo lwerekhodi namakhasi ahloliwe. Uma kusebenza, iziqeshana ezigxile noma ukubukwa okuhlanganisiwe kwamakholomu kungenza amarejista amade kube lula ukuwahlola. Umsebenzi wesiphequluli kufanele uhlale unobungane: hlonipha imikhawulo yezicelo, sebenzisa ukuzama futhi ngendlela efanele futhi ushiye imisebenzi emide yokuskena kuthebhu ezinikele kuyo.

Bheka imininingwane exhumanisayo

Amagama kuphela ngokuvamile awanele. Izinkomba eziqinile zobunikazi zingahlanganisa usuku lokuzalwa oluqondile oluphindaphindwe kwirekhodi lomshado, inombolo yendlu ehlala injalo, abazali noma abazali abangabazali abahambisanayo, noma uphiko lwezempi. Umhlahlandlela womsebenzi uphinde uhlanganise okufakiwe kwezingane ezizalwe zifile, amafomula omlando amagama obaba kanye nokushintshaniswa kwababhali bamarhekhodi okufana noGrigorie noGheorghe.

Amanothi asemaceleni enkathi yamaSoviet kumarejista amadala nawo angabaluleka. Inothi lakamuva lokuthi isitifiketi sakhishwa lingabonisa ukuthi umuntu noma umndeni wawusaphila futhi wawucela imibhalo ngalolo suku lwakamuva.

Amathiphu ocwaningo athuthukile

Hlukanisa indawo yokuzalwa nendawo yokuhlala

Ungaphathi elithi “wazalelwa” nelithi “wakhulela” njengamagama asho into efanayo. Imizana kungenzeka yaqanjwa kabusha, yadluliselwa kwezinye izifunda noma yasuswa ngokuphelele. Yakha umlando wendawo ngokusekelwe osukwini lomcimbi bese ubhala ngokwehlukana amagama noma izindawo zanamuhla ezihambisanayo.

Sebenzisa amaqoqo ezibongo ngokucophelela

Amadathabheyisi ezempi angaveza amaqembu abantu abanesibongo nendawo yokuzalwa efanayo, ngezinye izikhathi abizwa ngezidleke zezibongo. Lawa maqoqo awusizo ekwakheni imibono ezohlolwa, kodwa awabeki ubuhlobo bomndeni ngokwawo. Amadathabheyisi abantu abalahleka eMpini Yezwe II nawo avame ukungabafaki abasindile, ngakho ukungabikho kwerekhodi akubona ubufakazi bokuthi umuntu akazange asebenze.

Humusha imithombo yokucindezelwa nokudingiswa ngokomongo

Amaqoqo ashicilelwe nezincwadi zokubuyiselwa amalungelo angaba nemininingwane yezigwebo, yomndeni neyokuphatha. Funda ngokucophelela amakholomu afana nesisekelo somthetho. Isigameko sendawo esicashunwe efayilini kungenzeka singafani nomsebenzi obanzi wokudingisa owathinta umndeni. Lapho amarekhodi omphakathi enganele, ikhono lingabhala isicelo sengobo yomlando, kodwa alisithumeli leso sicelo.

Phatha izinto zomndeni njengemithombo

Amaphasipoti, okuqoshiwe komlando womlomo kanye namanothi omcwaningi kungafakwa njengobufakazi uma kubhalwe kahle uhlobo lomthombo. Faka izitembu zesikhathi ezingxoxweni eziqoshiwe futhi ugcine umehluko phakathi kwalokho isihlobo esakubona mathupha, lokho esakuzwa komunye umuntu kanye nalokho umcwaningi akuphetha.

Yeka lapho ubufakazi bomphakathi sebuphelile

Umenzeli onomthwalo wemfanelo akufanele aphinde ukusesha okufanayo ngokungapheli noma avale izikhala ngemininingwane eqanjiwe. Lapho imithombo efinyelelekayo isiphelile, fingqa okuhloliwe, lungiselela imibuzo eqondile yezihlobo ezisaphila bese ubhala izicelo zezingobo zomlando ezifanele.

Imithetho yobumfihlo nokufinyelela

• Ungasebenzisi leli khono ukuthola amakheli amanje, izinombolo zocingo noma ama-akhawunti aku-inthanethi abantu abasaphila.
• Nciphisa ulwazi lomuntu siqu ngabantu abasaphila kanye nezingane emibikweni.
• Ungalayishi amadokhumenti ayimfihlo noma idatha ye-DNA ezinsizeni zezinkampani zangaphandle ngaphandle kwemvume ecacile.
• Vumela umsebenzisi aqedele ukungena kumasayithi nama-CAPTCHA. I-ejenti akufanele neze ixazulule noma idlule i-CAPTCHA.
• Ungagwemi ama-paywall, ama-geo-block, imikhawulo yezinga noma ezinye izilawuli zokufinyelela, futhi ungasebenzisi imininingwane egciniwe eputshukile.
• Bika ngokungachemi futhi kuphela ngezinga elidingwa umbuzo wocwaningo, izinto ezibucayi ezitholakele ezihlobene nokucindezelwa, ukudingiswa, ukutholwa kwengane noma izimanga ze-DNA.
• Qinisekisa izinqubo zamanje zengobo yomlando ngaphambi kokuthumela isicelo, ngoba imithetho yokufinyelela ingashintsha.

Qonda indawo yokugcina

SKILL.md iqukethe ukuhamba komsebenzi okuyisisekelo, imithetho eqinile kanye nenqubomgomo yolimi. Uhla lwemibhalo lwe-references/ lunikeza isu lemithombo, imithetho yobufakazi, isiqondiso sezindawo, izinqubo zesiphequluli, isiqondiso sobumfihlo, imithombo yokuqala ekhethiwe kanye nezifundo ezisebenzayo ezitholwe emsebenzini wasensimini. Uhla lwemibhalo lwe-assets/ luphethe izifanekiso zamacala, kanti i-scripts/ iqukethe izinsiza zokuqalisa, zokwenza ama-hashi kanye zokucwaninga.

Abanikeli bangangeza imithombo ku-references/seed-sources.md. Okufakiwe kufanele kukhombe umnikazi, indawo ephethe igunya, uhlobo lweqoqo, ukuthi insiza iqukethe okwangempela noma inkomba, izihlonzi ezizinzile, izimo zokufinyelela, imikhawulo, amaphutha avamile kanye nosuku lokugcina lokuhlolwa. Izibonelo akufanele ziveze idatha yomuntu siqu.

Isiphetho

Ucwaningo Lobudlelwane Bomndeni emazweni angaphambili e-USSR luguqula i-ejenti ye-AI ibe umsizi wocwaningo ohlelekile kunokuba ibe umkhiqizi ozenzakalelayo wezihlahla zemindeni. Inani lalo eliyinhloko ukulandeleka: umuntu ngamunye, into eyakhiwe, isimangalo, ubudlelwane kanye nokusesha ngakunye kungabuyekezwa, kuyilapho ukungaqiniseki nokuphikisana kuhlala kubonakala. Ngokuhlanganisa izindawo zomlando, izinhlobo eziningi zamagama ngezilimi ezahlukene, ukuxazulula ubuwena ngokuqapha kanye nokucwaninga kokugcina, ungakhiqiza iziphetho zomlando womndeni ezingaphindaphindeka futhi ezithembekile mayelana nemikhawulo yazo.

Le phrojekthi inakekelwa nguDenis Shiryaev futhi isatshalaliswa ngaphansi kwelayisensi ye-MIT.