Me pēhea te Whakaiti i te Whakakorenga o te Kaiwhakamahi i te Whakangungu DeFi e te RAG-Powered

Anei tētahi pātai e tika ana kia whakautua e ia tūāpapa DeFi: E hia te nui o te tipu e ngaro ana i a koe i te wā e whakauru ana koe ki te kamupene? Me wehewehe tātou. 

E 10,000 ngā kaiwhakamahi e kukume ana i tō tūāpapa i ia marama. Mena kei te 60% te ōrau otinga o tō whakaurunga, e 6,000 noa iho ngā kaiwhakamahi ka puta. Ko te tikanga, e 4,000 ngā kaiwhakamahi ka mutu i mua i te mahi i tā rātou mahi whai tikanga tuatahi.

Whakaarohia tēnei. Ahakoa he iti noa iho o aua kaiwhakamahi ka tahuri, ka rerekē rawa te āhua o tō moni whiwhi, tō mahi, me tō pupuri mō te wā roa. Ehara tēnei i te take UX anake. He āputa moni whiwhi me te tipu e huna ana i te tirohanga whānui. He māmā noa te raruraru pūtake. He kaha ngā tūāpapa DeFi, engari kāore i te mārama noa iho. E tumanakohia ana kia mārama tonu ngā kaiwhakamahi ki te mōrearea, ki ngā utu, me ngā rerenga whakatinanatanga, me te kore he aratohu. Ko te nuinga kāore. Koinei te wāhi e uru mai ai te whanaketanga DeFi e whakahaerehia ana e RAG . Mā te whakauru i te aratohu wā-tūturu, e mōhio ana ki te horopaki tika ki roto i tō tūāpapa, ka hurihia e RAG te whakaurunga mai i te wāhi whakapoauau ki te wāhi tahuritanga. Engari i te akiaki i ngā kaiwhakamahi ki te rapu, ka taea e rātou te pātai me te mahi i roto i te rerenga kotahi.

I roto i tēnei tuhinga, ka ako koe i te mahi a te Tauira RAG i roto i te DeFi, he aha i whakaiti ai i te hekenga o ngā kaiwhakamahi, me te whakamahinga a ngā tūāpapa hei whakapai ake i te whakaurunga, te whakahohenga, me te pupuri i ngā kaiwhakamahi me te kore e tāpiri atu i te uaua. Mena kei te hanga koe i tētahi hua DeFi, ā, kei te hiahia nui koe ki te tipu, ehara tēnei i te pānui whiriwhiri. Koinei te panoni e huri ai ngā kaiwhakamahi hei kaiuru hohe.

He aha i kore ai e angitu ngā otinga whakauru tuku iho

Ko te nuinga o ngā tūāpapa e ngana ana ki te whakatika i te whakaurunga mā te whakamahi i ngā mea e whai ake nei:

• Documentation
• Nga Maamahi
• Tutorials
• Tautoko Discord

He hua nui ēnei otinga, inā koa mō ngā kaiwhakamahi e hiahia ana ki te whakapau wā ki te ako hohonu i te tūāpapa. Heoi, kāore e aro ki te take matua e pā ana ki te nuinga o ngā kaiwhakamahi i te wā whakauru. He āhua noho puku ēnei huarahi. Kei waho atu i te haerenga a te kaiwhakamahi tonu, ā, me kaha ake te uru atu ki te whakamahi i ngā mōhiohio. Ko te wheako noa ko te waiho i te rere o te tūāpapa ki te rapu whakautu. Ko te tikanga o tēnei ko te whakatuwhera i ngā ripa maha, te whakatere i ngā tuhinga roa, te tatari rānei mō ngā whakautu i roto i ngā hongere hapori. Hei tāpiri atu ki tēnā, me whakamārama motuhake ngā mōhiohio uaua, ka uaua ake ina whai wāhi ngā whakataunga pūtea, ā, he nui te tawhiti mō te hapa.

E tumanako ana ngā kaiwhakamahi o ēnei rā ki tētahi wheako rerekē. Me mārama te hua tonu, me te kore e whakararuraru, me te kore e tāpirihia he kaha. He māmā noa iho te tumanako: pātaihia he pātai, ā, ka whiwhi whakautu tonu. Me mārama te aratohu ki te horopaki, ki te tere, me te ngāwari ki te mārama, me te kore e motu te taunekeneke ki te tūāpapa. Ehara i te mea ko te tuhinga te otinga. Engari ko te hanga i te tūāpapa kia mātau ki te whakautu i ngā pātai i te wā tonu, i roto i te tukanga mahi a te kaiwhakamahi. Ko te whakaputanga whakarei ake (RAG) te mahi i tēnā.

He aha te mea e rerekē ai te RAG i roto i te Whakawhanaketanga Pūhara DeFi

Ka mahi ngā pūnaha RAG whānui me ngā tuhinga. Ka tikihia e rātou ngā mōhiohio tūmau pēnei i ngā aratohu, ngā kaupapa here, ngā tuhinga pūtake mātauranga rānei, ā, ka whakaputa urupare i runga i aua raraunga. He pai te mahi a tēnei mō ngā ahumahi kāore e rerekē pinepine ana ngā mōhiohio. Ka mahi a RAG i roto i te DeFi i roto i tētahi taiao tino rerekē. Ehara i te mea ko te mahi anake me ngā ihirangi tūmau. Ka taunekeneke ki ngā pūnaha pūtea ora, ka rerekē ngā āhuatanga i ia hēkona.

Ka whakakotahi

• Ngā tuhinga mō te kawa
• Ngā raraunga kirimana atamai
• Ngā tawhā mōrearea
• Ngā whakahoutanga whakahaere
• Raraunga i runga i te mekameka wā-tūturu

Mā tēnei huinga ka hangaia he pūnaha e mōhio ana ki ngā mōhiohio me ngā āhuatanga. Hei tauira, ka taea e te pūnaha RAG whānui te whakamārama i te tikanga o te whakakorenga. Ka taea e te otinga DeFi whakahohea e RAG te whakamārama i tō mōrearea whakakorenga i te wā tūturu, i runga i tō tūranga, ngā utu o nāianei, me ngā ture kawa.

Koinei te rerekētanga matua. Ka neke atu i te mōhiotanga whānui ki te aratohu whaiaro, ā-wā tonu. Ka taea hoki te horopaki hohonu ake, pēnei i:

• Te mārama ki te āhua o te pēke moni a te kaiwhakamahi
• Te whakamārama i ngā tikanga motuhake mō te kawa
• Te whakarerekē i ngā urupare i runga i ngā āhuatanga o te mākete

Nō reira, kāore te pūnaha e whakautu noa i ngā pātai. Ka āwhina i ngā kaiwhakamahi ki te whakatau pai ake i roto i te tūāpapa. Ka puta he nekehanga mai i te UX tūmau ki te matauranga tauwhitiwhiti, e kore ai e hiahiatia e ngā kaiwhakamahi te whakamārama i te uauatanga i a rātou anō. Koinei te whanaketanga o ngā tūāpapa whakawhanake DeFi e whakahaerehia ana e te AI mai i ngā taputapu ki ngā wheako pūtea ārahi.

"Tauira: Ka tāpui te kaiwhakamahi i te $5K ki roto i tētahi puna nama. Ka whakaatuhia e te tūranga he utu whakakorenga, engari kāore rātou i te mōhio he aha te mea e whakaoho ana, e pēhea ana rānei te tawhiti. I roto i te whakaurunga tuku iho, ka wehe atu rātou i te tūāpapa ki te rapu i ngā tawhā mōrearea. Ki te RAG, ka pātai rātou, 'He aha taku mōrearea whakakorenga i tēnei wā?' ā, ka whiwhi whakautu e pā ana ki tō rātou tūranga: 'Kei runga ake koe i te $8.2K i te whakakorenga i ngā utu o nāianei.' Mā te hekenga 35% o te ETH ka whakaoho.'

Te Mahi a RAG i roto i te Pūhara DeFi

Hei tino mārama ki te āhua o te whakarerekētanga a RAG i te wheako DeFi, he mea whai hua te titiro ki ngā mea e tupu ana i raro i te mata. Kei te whakaatu te hoahoa i raro nei i te tukanga mahi katoa, e whakaatu ana i te hononga o te hiahia o te kaiwhakamahi, ngā raraunga kawa, ngā whakaurunga poraka mekameka wā-tūturu, me te mātauranga AI ki roto i te paipa kotahi.

E whakaatuhia ana i roto i tēnei tūtohi ngā mea e whai ake nei:

1. Tīmatanga Uiui a te Kaiwhakamahi

Ka tīmata te tukanga ina taunekeneke te kaiwhakamahi ki te tūāpapa, ka pātai i tētahi pātai pēnei i te "He aha taku mōrearea whakakorenga inaianei?" Kāore tēnei patai e whakaarohia he tuhinga noa. E whakaatu ana i te whāinga, te horopaki, me te hiahia mō te tautoko whakatau.

2. Te Māramatanga me te Whakauru i te Uiui

Ka hurihia e te pūnaha te patai a te kaiwhakamahi ki tētahi āhua tikanga mā te whakamahi i ngā tauira whakauru.

Mā tēnei ka taea e te pūnaha te mārama ki te tikanga kei muri i te pātai, kaua e whakawhirinaki ki ngā kupumatua ōrite. Nō reira, ahakoa ngā pātai uaua, ngā pātai koretake rānei, ka taea te whakamārama tika.

3. Te Whakahoki Pūtake Raraunga Vector

Ka whakatauritea te patai tāmau ki tētahi pātengi raraunga vector e mahi ana hei poutokomanawa mō te tūāpapa. Kei roto i tēnei pātengi raraunga ngā pūtake raraunga DeFi-motuhake pērā i

• Ngā tuhinga mō te kawa
• Ngā ABI kirimana atamai me te waehere kua manatokohia
• Ngā pūrongo arotake
• Ngā whakaaro whakahaere me ngā raraunga pōti
• Ngā wātaka Tokenomics me ngā tukunga
• SDK me te tuhinga API

Mā tēnei ka taea e te pūnaha te tiki i ngā mōhiohio e tika ana mō te kawa me tōna pūnaha taiao.

4. Rapunga Āhuatanga Rite (Tikina o Runga-K)

Engari mō te tango i ngā rahinga raraunga nui, ka tikina noa e te pūnaha ngā mōhiohio tino whaitake mā te whakamahi i te rapunga ōrite. I te nuinga o te wā, ka tīpakohia ngā wāhanga raraunga tino whaitake e 3 ki te 5 kia mau tonu ai te tika me te whai huatanga. Mā tēnei taahiraa ka whakarite kia mahi te AI me te horopaki kounga teitei, arotahi hoki.

5. Whakaurunga Raraunga Ora

Koinei te wāhi e kaha ake ai te RAG i roto i te DeFi i ngā whakatinanatanga whānui. Ka whakarei ake te pūnaha i te mōhiotanga kua whakahokia mai me ngā whakaurunga wā-tūturu pēnei i te

• Ngā raraunga kei runga i te mekameka mā te RPC, mā ngā taupū rānei
• Te āhua o te putea kaiwhakamahi me ngā tūranga hohe
• Ngā utu mākete o nāianei me ngā āhuatanga moni
• Ngā tohu pūnaha me ngā ārai haumaru

Mā tēnei ka taea e te pūnaha te neke atu i ngā whakamārama tūmau anake, me te whakarato i ngā urupare kua whakaritea mō te āhuatanga o nāianei o te kaiwhakamahi.

6. Papa Huihuinga Horopaki

Ka whakakotahihia ngā raraunga katoa i kohia mai me ngā tāurunga ora ki roto i tētahi tohutoro hanganga. Mā tēnei taahiraa ka whakarite kia whiwhi te tauira AI i tētahi horopaki tino pai, kua whakaritea pai hoki i mua i te whakaputa i tētahi urupare. Ka mahi hei piriti i waenga i ngā raraunga mata me ngā putanga whai tikanga.

7. Te Whakaputa Urupare LLM

Ka tukatukahia e te tauira AI te horopaki kua huihuia, ā, ka whakaputahia he urupare. He rerekē ki ngā pūnaha AI tuku iho, ko te putanga e ahu mai ana i ngā mōhiotanga kua kohia me ngā raraunga wā-tūturu. Ka whakaitihia e tēnei te moemoeā, ā, ka whakapai ake i te pono.

8. Papa Tukatuka-Mua

I mua i te taenga atu o te whakautu ki te kaiwhakamahi, ka paahitia e ia ētahi atu paparanga whakamana pēnei i te

• Ngā tirotiro moemoeā hei whakarite i te tika o ngā kōrero.
• Ngā tātari hanganga ture hei karo i ngā aratohu mōrearea, arataki hē rānei.
• Werohanga tohutoro pūtake hei whakapai ake i te māramatanga.

He mea tino nui ēnei mahi i roto i ngā taiao pūtea e hiahiatia ana te tika me te whakawhirinaki.

9. Whakautu a te Kaiwhakamahi Whakamutunga

Ka whiwhi te kaiwhakamahi i tētahi whakautu tika i roto i te atanga o te tūāpapa.

Ko te putanga

• Horopaki-mohio
• Kei runga
• He ngawari ki te maarama
• E hangai ana ki te mahi o nāianei a te kaiwhakamahi

Mā tēnei ka kore e hiahiatia te wehe atu i te tūāpapa, te rapu rānei i ngā mōhiohio o waho.

E whakaatu ana tēnei tukanga mahi ehara i te mea ko te whakautu pātai anake te kaupapa o te RAG i roto i te DeFi. Engari ko te hanga i tētahi pūnaha e whakakotahi ana i te mātauranga, ngā raraunga wā-tūturu, me te whakaaro hangarau mohio hei ārahi i ngā kaiwhakamahi i ia taahiraa o tā rātou haerenga.

Mā te whakauru tika i te mātauranga ki roto i te atanga, ka taea e ngā tūāpapa te neke atu i ngā taputapu tūmau ki ngā wheako pūtea tauwhitiwhiti, e tautokona ai, e mōhiotia ai, e māia ai hoki ngā kaiwhakamahi ki ā rātou whakataunga.

He aha tēnei ka whakaiti i te whakataka o ngā kaiwhakamahi

Koinei te wāhi e puta ai te pānga tuturu.

• Te Māramatanga Inamata: Ka whiwhi whakautu ngā kaiwhakamahi i te wā e pōhēhē ana rātou.
• Whakanuia te Maiatanga: Ka mārama ngā kaiwhakamahi ki tā rātou e mahi ana i mua i te mahi.
• Mahi Tuatahi Tere: Ka tere ake te whakaoti a ngā kaiwhakamahi i tā rātou tauwhitinga tuatahi.
• Te Whakaiti i te Whakawhirinakitanga Tautoko: He maha ngā pātai ka whakahaeretia aunoa.

Koinei te take e noho nei a RAG i roto i te DeFi hei huarahi matua ki te tipu haere mō ngā tūāpapa.

Te Whakatinana i te RAG i roto i tō Pūhara DeFi

I nāianei, kua mārama te uara o te RAG. Ka whakaiti i te pōhēhētanga, ka whakapai ake i te whakaurunga, ā, ka whakanui ake i te whakahohenga a te kaiwhakamahi. Engari ko te pātai tūturu: Me pēhea te whakatinana i tēnei ki tō tūāpapa DeFi?

Ehara a RAG i te karetao kōrerorero noa iho. E toru ngā paparanga matua e hiahiatia ana.

1. Hanganga Mātauranga

Me whai hanganga ō raraunga kawa, ā, me rite hoki mō te tiki atu.

• Documentation
• Ngā raraunga kirimana atamai
• Ngā tawhā mōrearea
• Ngā whakahoutanga whakahaere

Mā tēnei ka taea e te pūnaha te tiki i ngā mōhiohio tika i te wā tika.

2. Horopaki Wā-Tūturu

He hihiri a DeFi, nō reira me whakauru tō pūnaha.

• Āhua o te pēke moni a te kaiwhakamahi
• Ngā tūranga i runga i te mekameka
• Nga tikanga maakete

Mā tēnei ka taea e te AI te whakarato i ngā aratohu e mārama ana ki te horopaki, kaua ki ngā whakautu whānui.

3. Te Haumaru me te Whakaaetanga

Nā te mea he whakataunga pūtea tā DeFi, me whakauru e te pūnaha

• Ngā ārai hei karo i ngā tohutohu pūtea
• Ngā tirotiro tika
• Te māramatanga o te pūtake

Thoughts Final

Kāore he raruraru tono a DeFi. He raruraru mārama tōna.

Ka mutu te mahi a ngā kaiwhakamahi, ehara i te mea nā te kore aro, engari nā te mea kāore rātou i te mārama ki tā rātou mahi i muri mai. Koinei te wāhi ka hurihia ai e RAG te kēmu mā te tāpiri i ngā aratohu wā-tūturu ki roto i tō pūhara.

He māmā noa iho te hua.

• He iti ake te pōhēhētanga
• He tere ake te whakauru
• Te whakahohenga kaiwhakamahi teitei ake

Mō ngā tīma DeFi, he mārama te mea nui: Ko ngā tūāpapa e ārahi ana i ngā kaiwhakamahi ka riro mā rātou te whakamahi. I Antier, he kamupene whakawhanake DeFi pono , ka āwhina mātou i a koe ki te hanga i ngā paparanga "Pātai AI" e whakamahia ana e te RAG ka huri i te whakaurunga hei miihini tipu. Kua rite ki te whakaiti i te hekenga me te whakapai ake i te whakahohenga. Kia hangaia tō wheako DeFi e whakamahia ana e te RAG.