Te Kohi i ngā Raraunga Pae Pāpori mō te Whakangungu LLM: He Pukapuka Whakamahi

He mea nui te mōhio ki ngā mōkī reo nui i runga i ngā raraunga kei muri i a rātou. Mēnā he kāore e tika ana ngā raraunga, he pātea, he pātea i te rohe, he iti te raihana, he rārangi whānui o ngā whārangi kounga iti, ka whakaatu te tauira i ēnei ngoikoretanga. Ko te hua, he nui ake ngā whakautu he, he nui ake ngā whakama, he nui ake ngā utu arotake, me te iti iho o te mahi i roto i ngā mahi hua pono.

Ko te kohikohi raraunga paetahi mō te whakangungu LLM ehara i te mea he raru whāngai noa. He raru whakahaere raraunga, he raru hangarau, he raru whakaritenga, me te raru whakahaere kounga. Me whai rōpū he ara e taea te kimi i ngā puna e whakaaetia ana, te kohikohi i ngā ihirangi i runga i te kawenata, te whakamātautau i ngā raraunga i whakahokia, te tiaki i ngā kōrero mōhio, te tango i ngā mōhiohio kāore e hiahiatia ana, me te tuku i ngā mahi uaua i roto i te hangarau tika.

Mō ngā rōpū e kohikohi raraunga paetahi i te rahi, ko ngā raraunga mō AI he maha ngā whakaritenga e pā ana ki te whakamahere puna, te whakahaere pāwhiri, te tuku proxy, te whakamātautau raraunga, me te tirotiro tonu. Ko te whāinga ehara i te mea ko te kohikohi i te tekau o ngā tuhinga. Ko te whāinga ko te hanga i tētahi kōpaki māmā, e taea te whai i ngā kōrero, e taea te tiaki, e taea te whakaū i te kounga o ngā raraunga e whakapai ana i te mahi o te tauira me te kore e hanga i ngā raru ture, whakahaere, me te ingoa.

He aha te Kohikohi Raraunga Paetahi mō te Whakangungu LLM

Ko te kohikohi raraunga paetahi mō te whakangungu LLM he tikanga ki te kimi, te tango, te whakahaere, me te penapena i ngā ihirangi e wātea ana mō te whakangungu tauira, te whakatika, te arotake, te tango, me te whakakī.

Me whakautu tētahi ara e tika ana ki ēnei pātai i mua i te tīmata o te kohikohi:

• Kei te wātea te puna ki te iwi me te kore e hiahiatia he whakauru, he utu, he huri?
• Kei te whakaaetia ngā tikanga o te pae, ngā tohutohu robots, me ngā whakaritenga raihana ki te whakamahinga e hiahiatia ana?
• He aha ngā wāhanga raraunga e hiahiatia ana?
• He aha ngā raraunga me tango?
• Me pēhea te tango i ngā pātea, ngā kōrero pūmau, me ngā ihirangi kāore e hiahiatia ana?
• Me pēhea te tiaki i ngā kōrero mōhio me te pūtake?
• Me pēhea te ine i te kounga kohikohi?

He mea nui tēnei nāna i te mea kāore e whakatauritea te raraunga whakangungu LLM i runga i te rahi anake. Ka whakatauritea te kounga, te pokanga, te hou, ngā tika, me te whai i ngā kōrero.

He aha te Raraunga Paetahi?

Ko te raraunga paetahi e pā ana ki ngā ihirangi e wātea ana me te kore e hiahiatia he whakauru, he utu, he huri hangarau. Ko ngā tauira ka taea te whakauru:

• ngā tuhinga tūmatanui
• ngā mōhiohio kāwanatanga
• ngā whārangi kaupapa open-source
• ngā rārangi hua tūmatanui
• ngā pānui, ngā pānui RSS, ngā mahere pae tūmatanui, me ngā kōpaki raraunga e wātea ana i raro i te raihana.

Heoi, kāore e taea te kī "e kitea ana" hei tohu "e wātea ana mō te whakamahi i te whakangungu tauira." Me arotake tonu ngā rōpū kohikohi:

• ngā tikanga pae
• ngā tohutohu robots.txt
• te mana copyright, te mana raihana
• ngā whakaritenga tūmataiti
• te pātea raraunga
• ngā whakaritenga i raro i te mana o te rohe
• ngā kaupapa whakahaere i roto i te whare

Mēnā kāore e mārama ngā tika, ko te ara haumaru ko te tango i te puna, te tono mō te whakaaetanga, te whakamahi i tētahi API whaimana, me te whai i tētahi puna raraunga raihana.

He aha te Mea Nui o te Kounga Raraunga Paetahi mō ngā LLM

Ka taea e ngā raraunga whakangungu pātea te hanga i ngā raru nui i raro i te rārangi.

Ka taea e ngā whakauru kino te hanga:

• ngā whakautu he, kāore e tika ana
• te whanonga tauira pātea
• te mōhiohio kāore e tika ana mō te rohe
• ngā hua tango kāore e hiahiatia ana
• ngā whakautu pūmau
• ngā tauira whakangungu pātea
• ngā putanga kāore e hiahiatia ana, he kino
• te mahi iti i ngā wāhi motuhake

Ka whakapai te raraunga paetahi kounga teitei:

• te pokanga pono
• te whakautu pūmau
• te reo motuhake ki te wāhi
• te whakaaturanga reo maha, te whakaaturanga rohe
• te kounga arotake
• te pātea tango
• te whaihua whakatika

Mō ngā rōpū pakihi, ka taea e te raraunga pai te whakaiti i ngā utu arotake me te whakapai i ngā hua hua. Mō ngā rōpū hangarau, ka whakaiti te raraunga māmā i te mahi whakahou, te wā tirotiro, me te para i te whakangungu.

Tīmatahia ki te Rautaki Puna, Kāore ki te Whāngai

Ka tīmata te rārangi raraunga LLM kaha ki te whiriwhiri puna.

• te whakamahinga tauira mō te tauira
• ngā reo e whāia ana
• ngā rohe e whāia ana
• ngā kāwai domain
• ngā momo pūtake e whakaaetia ana
• ngā momo pūtake e whakakorehia ana
• ngā whakaritenga mana
• te auau whakahou
• ngā paerewa kounga

Hei tauira, ka hiahia pea te āwhina tautoko ki ngā tuhinga mana, ngā whārangi pokanga, me ngā tuhinga whakaputanga. Ka hiahia pea te tauira mō te mōhiohio mākete ki ngā kāinga hua tūmatanui, ngā whārangi utu, ngā arotake tūmatanui i te wā e whakaaetia ana, me ngā ihirangi ā-rohe. Ka hiahia pea te āwhina reo maha ki te pokanga reo e tika ana.

Kāore he rautaki pūtake, ka taea e te paipa te kohi i ngā whārangi māmā, i te mea kāore e kitea ngā rohe, ngā whakaritenga, me ngā kāwai e hira ana.

Ngā Ara Kohi: Hehea te Whakamahia?

He rerekē ngā tikanga kohi, he rerekē hoki ngā utu, ngā mōrearea, me ngā paerewa kounga.

Ko te ture pai he māmā: whakamahia te tikanga kohi e tino pono ana, e māmā ana ki te whakaaetanga, me te utu e tika ana. Whakamahia te whakakite pūnaha tirohanga me ngā hanganga uaua anake i te wā kāore e taea e ngā tikanga māmā te whakahoki i ngā raraunga katoa, e tika ana.

Ko te Tūnga o te Hanganga Proxy

Ka awhina te hanganga proxy i te wā e hiahia ana te paparahi kohi ki te whakahaere i ngā huarahi whatunga, te pokanga ā-rohe, me ngā tauira uru ki ngā wāhi. Ka taea e ia te tautoko i te kohinga raraunga tūmatanui mā te whakapai ake i te pono i ngā rohe, te whakaiti i te pānga mai i tētahi huarahi anake, me te awhina i ngā tīma ki te whakatutuki i ngā ihirangi i whakamanahia.

Mō ngā whārangi tūmatanui māmā, ka taea e ngā proxy pokanga te rima. He tere, he māmā, he utu e tika ana mō te kohinga nui mai i ngā pūtake iti te pānga.

Mō ngā whārangi e pā ana ki te whenua, ki te kaihoko, ki ngā rohe, ka taea e ngā proxy kāinga te pai ake. Ka taea e rātou te awhina i ngā tīma ki te whakatutuki i ngā ihirangi e whakaaturia ana mai i ngā whenua, mai i ngā tāone.

Mō te whakamahere i ngā whakaritenga whānui, me titiro ki ngā ngā proxy tango paetukutuku hei wāhanga o te paparahi kohi raraunga—kāore hei whakakapi mō te whakaritenga, te whakamanatanga pūtake, me te horoi raraunga.

He Hanganga Paipa Pūkete

Ko te paipa raraunga tūmatanui e taea te whakawhanake he mea nui e whai ana i ngā wāhanga e whai ake nei:

1. Rēhita Pūtake
   Ka pupuri i ngā kāinga kua whakaaetia, ngā momo pūtake, ngā ture kohi, ngā tuhinga raihana, me ngā kaipōti.

2. Pātea Rapu
   Ka whakamahi i ngā mahere paetukutuku, ngā pānui, ngā API, ngā URL pīra, me ngā rārangi kāinga kua whakaaetia hei rapu i ngā whārangi e tika ana.

3. Pātea Tango
   Ka whakamahi i ngā kiritaki HTTP, i te whakautu pūnaha tirohanga i runga i te uaua o te pūtake.

4. Pātea Rautaki
   Ka whiriwhiri i te uru tika, ngā proxy pokanga, ngā proxy kāinga, rānei ngā huarahi e pā ana ki te rohe i runga i te kaupapa.

5. Pātea Tīpako
   Ka tango i ngā tuhinga, ngā upoko, ngā hono, ngā teepu, ngā pārongo, me ngā mara hanganga.

6. Pātea Whakarite
   Ka horoi i te HTML, ka tango i te pātea, ka tautuhi i te reo, ka paerewa i te whakakotahi, me te wehewehe i te tuhinga.

7. Te papa whakakore Ka tango i nga ihirangi tika me nga ihirangi tata ma te whakamahi i te whakaritenga URL, nga hash, me nga tirohanga rerekē.

8. Nga taatari haumaru me te whakaritenga Ka tango, ka tohu ranei i nga korero whaiaro, nga ihirangi kore haumaru, nga puna here, me nga rauemi e raru ana i te raihana.

9. Te rokiroki me te lineage Ka penapena i nga tango raw, te tuhinga ma, nga korero, nga hash, nga putanga parser, nga tohu wa, me nga tuhinga mo nga tika.

10. Te kawe i te whakangungu Ka hangaia nga kohinga putanga mo te whakatika, te arotake, te RAG indexing, ranei te whakakī.

He ahua ngawari ko tenei:

Approved Sources
   ↓
Discovery
   ↓
Fetcher / Browser Worker
   ↓
Proxy and Routing Policy
   ↓
Parser
   ↓
Normalization
   ↓
Deduplication
   ↓
Safety and Rights Filters
   ↓
Versioned Dataset
   ↓
LLM Training / RAG / Evaluation

Me mātakitaki ia taumata. Mēnā ka raru te putanga tauira i muri mai, me taea e te rōpū te whai i te puna, te putanga, te parser, me te taatari i whakaputa i te tauira whakangungu.

Te Whiriwhiri Proxy mo nga Mahi Raraunga LLM

Ko te whiriwhiri proxy me whakawhirinaki ki te momo puna me te pāmahana raraunga.

Kaua e whakamahi i nga huarahi proxy premium i nga wa katoa. Whakamahia te huarahi iti rawa e taea ana e te whakahoki i nga ihirangi katoa, tika, me te whakaaetanga.

Te Whakatika Pūtirotiro: Whakamahia i te Tīmatanga

Ka taea te awhina o te aunoatanga pūtirotiro i te wa e whakakitehia ana te ihirangi i runga i te JavaScript, i huna i muri i nga whakawhitinga taha-kai. Heoi, he nui ake te utu o nga pūtirotiro i nga kiritaki HTTP.

Whakamahia te whakakite pūtirotiro i te wa:

• he kore, he incomplete te HTML pūmau
• ka uta te tuhinga nui i muri i te whakaritenga JavaScript
• e whakawhirinaki ana te hanganga whārangi ki te whakawhiti
• ka puta te ihirangi i muri i nga taatari, i te whārangi
• he whakaahua kua whakakitea e hiahiatia ana mo te whakamanatanga

Ka karo i te whakakite pūtirotiro i te wa:

• he API whaimana
• ka tuku nga RSS, nga mahere paetukutuku i te ihirangi e taea ana
• he nui te HTML pūmau i te tuhinga e hiahiatia ana
• kaore e pai te utu pūtirotiro ki te whakapai ake i te kounga raraunga

Ko nga taputapu penei i te Playwright, Puppeteer, me Selenium ka taea te tautoko i nga whakaritenga whakakite, engari me tukuna anake ki nga whārangi e tika ana te utu taapiri.

Nga Whakahaere Kounga Raraunga mo te Whakangungu LLM

Me whakakore e te paetukutuku raraunga tūmatanui nga ihirangi kino i te timatanga.

Ko nga tirohanga kounga nui e whai ake nei:

• te tautuhi reo
• nga whakaritenga te roa o te ihirangi
• te tango i nga tuhinga pūmau
• te tango i nga ihirangi takirua
• te tango i nga ihirangi tata-takirua
• te tango i nga taitara whārangi
• te pupuri i te hierarchi upoko
• te tango i nga ihirangi matua
• te tango i nga whakakāinga pakaru
• nga taatari ihirangi kore haumaru
• te tango me te tango i nga PII
• te tohu raihana, nga tika
• te arotake i te rongonui puna

Mo te whakamahi i te LLM, he mea nui te horopaki. Tiakina nga taitara, nga taitara whaarangi, nga URL puna, nga ra whakaputanga, me te hanganga wahanga i nga wa e taea ai. He iti ake te awhina o te parakuihi kaore he horopaki puna i te parakuihi e whai ana i te taitara, te taitara, te reo, te ra, me nga korero puna e hono ana.

Nga Whakaputanga Me Tiakina

I te iti rawa, tiakina:

• URL
• URL tikanga
• domain puna
• wa tirotiro
• tohu ihirangi
• reo
• rohe, GEO
• momo puna
• raihana, tohu tika
• putanga parser
• tikanga tango
• te mana HTTP
• te mekameka whakahoki
• te mana robots, kaupapa
• te mana dedupe
• te mana taiao

He mea nui tenei korero mo te arotake, te whakatika, te tango, te whakangungu, te tango, me te aromatawai.

Nga Tauanga E Whakaatu Ana I Te Mahi o te Paepae

Aroturukuhia nga tauanga puta noa i te puna, te domain, te huarahi, te reo, me te rohe.

Ko te CPSR e pa ana ki te utu mo ia tono angitu. I nga kupu māmā, e korero ana ki a koe te utu mo ia whaarangi e taea ana te whakamahi i muri i nga utu o te hanganga, te proxy, te tirohanga, te whakahoki, me nga utu hapa.

Te Tika me te Whakahaere

Ko te kohinga ihirangi paetahi mo te whakangungu LLM me whakahaere i te timatanga.

Me whai tikanga responsible:

• whakaute i nga ture e pa ana
• whai i nga tikanga paetahi me nga tohutohu robots i te wa e taea ai
• kaua e whakamahi i nga taiepa taki, nga taiepa utu, i nga huarahi ki te uru
• paihono ki nga API me nga puna raihana i te wa e taea ai
• whakaiti i te kohinga raraunga whaiaro
• whakakorea nga mara pātea i te timatanga
• tiakina te puna
• tautoko i nga tikanga tango me te whakakore
• tuhinga i te kaupapa kohinga
• pupuri i te mana a te kaiwhakawā mo ia kāwai puna

He mea tino whaihua te rehita kaupapa domain. Me whakatau i nga mea ka taea te kohikohi, te maha o nga wa, ma te huarahi, i raro i te raihana, i raro i te tuhinga kaupapa, me te kaupapa.

Mo te whakamahere whānui, tirohia nga whakaritenga whakaaetanga ki nga kōwhiringa proxy kia mau tonu nga whakaritenga hanganga ki nga whakaritenga pakihi me te tika.

Nga Hanga Hapa Auau

Te Kohikohi I Nga Mea Nui

Ehara i te mea ko te nui o nga raraunga he pai ake. Ka taea e te kohinga kaore i te whakakorea te whakauru i te haruru, te takirua, me te whakaritenga ture.

Te Pāhi i nga Whakaputanga Tika

Mēnā kāore e taea e koe te whai i te mana raihana, te mana puna, ka uaua te tiaki me te whakamahi i te kohinga ihirangi.

Te Whakangungu I Nga Ihirangi Takirua

Ka taea e nga whaarangi takirua te painga ki nga kupu, nga tohu, nga whakaritenga, me nga whakaaro.

Te Ngākaunui i Nga Tīwhiri Rohe

Mēnā ka kohikohia nga whaarangi rohe mai i te waahi he, ka taea e te tauira te ako i nga korero utu, te waatea, me nga korero kaupapa he.

Te Huri Parser

Ka taea e nga whakaritenga paetahi te whakakore i te tango. Aroturukuhia nga reiti null, nga panoni i te roa o te ihirangi, me nga hapa paerewa.

Te Pānga Whakangungu/Whakamātautau

Mēnā ka pā te ihirangi arotake ki te ihirangi whakangungu, ka taea e te mahi tauira te ahua pai ake i te mea e tika ana.

Mahere Pilot 30-Rā

Whakamahia he pilot whakahaere i mua i te whakatipu.

Wiki 1: Arotake me te Puna

Kōwhiria ngā 5–10 domain kua whakaaetia. Whakaritea ngā reo whāinga, ngā kāwai puna, ngā mara, ngā whakakore, me ngā tuhinga tika.

Wiki 2: Kohinga me te Tirohanga Huarahi

Tīmatahia he hīkoi iti mā te ara utu iti rawa. Tāpiritia ngā proxy i ngā wā e hiahiatia ana te wāhi, te pono o te uru, te whakahaere i te tohatoha.

Wiki 3: Te Whakarite Kounga me te Haumaru

Whakamahia te tango i ngā kōpaki, ngā tirohanga reo, te tango i ngā kōrero pūmau, te whakakore i ngā PII, me te tāpiri i ngā tohu raihana. Tirohia he tauira i runga i te ringa.

Wiki 4: Te Arotake i te Raraunga

Ka tukuna he raraunga whakangungu iti, he raraunga tango. Me te ine i te whakapai i te pātea ki te paerewa mā te whakamahi i ngā mahi arotake e pā ana ki te hua.

Tirohia:

• te reiti angitu
• te reiti aukati
• CPSR
• te reiti tango
• te reiti whakakore
• te reiti pātea
• te hātepe hou
• te pikinga arotake

Whakatakotoria anake ngā puna me ngā kaupapa rārangi e whakaputa ana i te uara e taea te ine.

Tūāhua Pāpori: Kaiāwhina mō te Mahi Hua

E hiahia ana te kamupene ki te whakapai i te kaiāwhina tautoko hua.

Ka kohikohia e te rōpū ngā tuhinga hua mana, ngā FAQ tūmatanui, ngā tuhinga tuku, me ngā whārangi pokanga awhina. Ko ngā mahere paetukutuku me ngā API e kapi ana i te nuinga o ngā puna. Ko ētahi whārangi e hiahiatia ana te whakaatu i te mea e uta ana te ihirangi.

Ka pupuri te paetukutuku i ngā taitara whārangi, ngā taitara wāhanga, ngā rā whakahoutanga, ngā URL puna, me ngā tohu raihana. Ka tango te tango i ngā rori e pātea ana.

Ka pai ake te kaiāwhina nāna i te mea he arotahi, he hou, he taea te whai, ā, he hāngai ki te wāhi hua.

Tūāhua Pāpori: Te Mātai i te Mākete Rohe

Ka hanga he kaiāwhina rangahau e powered ana e te LLM mō te mātai i te mākete rohe.

E hiahiatia ana e te pūnaha ngā whārangi utu tūmatanui, te wātea o ngā toa, ngā whakaahuatanga hua, me ngā whārangi kaupapa i ngā whenua. Ka whakamahi te rōpū i ngā rori e pā ana ki te rohe mō ngā whārangi e huri ana i te wāhi, ā, ka whakamātauria te moni, te reo, me te rohe tuku i mua i te penapena i te ihirangi.

Ka ārai tēnei i te tauira mai i te ako i ngā mōhiohio pātea, he rerekē, he hē.

Ngā Pātai e Pā ana

He aha te kohikohi i ngā ihirangi paetukutuku tūmatanui mō te whakangungu LLM?

Ko te tikanga o te tango i ngā ihirangi paetukutuku e whakaaetia ana, te kohikohi i te mea e tika ana, te horoi i te mea, te tāpiri i ngā mōhiohio, me te whakarite i te mea mō te whakangungu tauira, te arotake, te tango, me te whakakī.

He haumaru tonu te whakamahi i ngā ihirangi paetukutuku tūmatanui mō te whakangungu LLM?

Kāore. Kāore te kite tūmatanui e tuku ana i ngā tika whakangungu. Me arotake ngā rōpū i ngā tikanga, te āhua raihana, ngā tohutohu mō ngā roboti, ngā ture tūmataiti, me ngā whakaritenga whakaritenga o roto.

Me whakamahi au i ngā proxy mō te kohikohi raraunga LLM?

Kāore e hiahiatia ana i ngā wā katoa. Whakamahia ngā API mana, ngā pātea, ngā raraunga tuwhera, me te uru tika i ngā wā e pai ana. He pai ngā proxy i te wā e hiahiatia ana te whakahaere i te wāhi, te tohatoha i ngā rori, me te pono ake i ngā puna pātea.

He aha te momo proxy e pai ana mō te kohikohi i ngā ihirangi paetukutuku tūmatanui?

He pai te whakamahi i ngā proxy pokanga mō ngā ihirangi paetukutuku pūmau. He pai ake ngā proxy kāinga mō ngā whārangi e pā ana ki te wāhi, e pā ana ki te kaihoko, i reira ka pā te wāhi ki te ihirangi ka whakahokia.

Me whakamahi au i te aunoa pāti?

Kāore e hiahiatia ana i ngā wā katoa. He pai te aunoa pāti mō ngā whārangi e kaha ana ki te JavaScript, engari ka tāpiri i te utu me te uaua. Whakamahia ngā kiritaki HTTP, ngā API, ngā pātea, me ngā mahere paetukutuku i mua.

He aha ngā mōhiohio e hiahiatia ana e au ki te penapena?

Penapena te URL, te URL kāwanatanga, te wā tango, te reo, te rohe, te momo puna, te tohu raihana, te hash ihirangi, te putanga parser, te tikanga tango, me te āhua whakakore haumaru.

Me pēhea e taea ai e au te whakaiti i ngā raraunga takirua?

Whakamahia ngā URL kāwanatanga, ngā URL whakaritenga, ngā hash ihirangi, te kitea i ngā takirua tata, me te tango i ngā puna i mua i te tuku i ngā rōpū whakangungu.

Me pēhea e taea ai e au te mōhio mēnā ka pai ake te raraunga i te tauira?

Tīmatahia he arotake whakahaere. Tirohia te mahi paerewa ki te raraunga hou mā te whakamahi i ngā mahi e pā ana ki te hua pērā i te tika o te whakautu, te hāngai, te awhina, te kounga tango, me te reiti whakakore iti.

Ngā Whakaaro Whakamutunga

Ko te kohikohi i ngā ihirangi paetukutuku tūmatanui mō te whakangungu LLM me titiro hei paetahi raraunga, kāore hei mahi hīkoi nui. Ko ngā pūnaha pai e tīmata ana i te rautaki puna, te arotake tika, me ngā whakaritenga kounga i mua i te tīmata i te kohikohi nui.

Whakamahia ngā pūranga whaimana me ngā kōrero tuhinga tuhinga e wātea ana hei āwhina. Tāpiri i ngā mahere paetukutuku, ngā pānui, me te ngākau pono ki te hīkau hei whakakī i ngā wāhi kāore e taea. Whakamahia te hanganga proxy anake i te wā e whakapai ana i te pokapū, te pono, te tika o te whenua. Tiakina te mōhiohio, tango i ngā ihirangi kāore e hiahiatia ana, ā, me te ine i te paetahi e pā ana ki te putanga e taea te whakamahi - kāore e pā ana ki te rahi o ngā whārangi.

Mō ngā tīma e whakamahere ana i ngā mahi raraunga AI nui ake, ka taea e SquidProxies tutukanga proxy me ngā mahere me ngā utu proxy te āwhina ki te whakakotahi i te rautaki rerenga, te whakatipu, me te utu ki ngā hiahia o tō raraunga.