Toa Kaiāwhina AI
Dify - Pūhara Whakawhanake Taupānga Rerenga Mahi Tūwhera me te LLM - Pūhara Ritenga (Freemium) Pakihi AI
Dify - Pūhara Whakawhanake Taupānga Rerenga Mahi Tūwhera me te LLM - Pūhara Ritenga (Freemium) Pakihi AI
Dify - Pūhara Whakawhanake Taupānga LLM me te Rerenga Mahi Tūwhera-Pūtake a te Agentic
Whakauru atu ki tēnei AI mā te hononga kei raro i te whārangi
He tūāpapa tuwhera a Dify mō te hanga rerengamahi ā-ringa me ngā tono AI, e kawe mai ana i te hoahoa rerengamahi tirohanga, ngā turanga mōhiotanga RAG, te whakahaere tauira, ngā ā-ringa, ngā taputapu, te whakaputa, me te tirohanga ki roto i te wāhi mahi kotahi. He mea hanga mō ngā tīma e hiahia ana ki te neke mai i te tauira ki te whakaputa me te kore e hono i tētahi puranga LLMOps pakaru.
Mō ngā kaiako, ngā umanga, ngā kaiwhakaputa, ngā pakihi hou, me ngā tīma whakawhirinaki me te haumaru, he tino whai hua a Dify ina hiahia ngā kaiawhina AI ki te hono atu ki ngā mōhiotanga ā-roto, ki te whakamahi i ngā kaiwhakarato tauira maha, ki te whakaatu i ngā API, me te noho mataara tonu i muri i te whakarewatanga. Ka tautoko a Dify i te whakamahinga kapua me te manaaki-whaiaro, me te Putanga Hapori ka taea te whakatinana mā Docker Compose.
Ngā Āhuatanga Matua me ngā Painga o Dify
Kaihanga Rerenga Mahi Arotahi
Hoahoa i ngā rerengamahi me ngā taupānga ā-ringa i runga i te kānawehi arotahi, kaua e tīmata mai i te waehere.
Ngā Āhuatanga:
🔹 Te waihanga rerengamahi tōia-me-taka me te rerengamahi kōrerorero
🔹 Ngā momo taupānga tae atu ki te Chatbot, Agent, Text Generator, Chatflow, me Workflow
🔹 Ngā pūnga whakauru kaiwhakamahi mō ngā puka, ngā rerengamahi kōrerorero, ngā karangatanga API, me ngā rerengamahi momo MCP
🔹 Ngā taupānga rerengamahi ka taea te whakaputa me te whakamahi anō hei taputapu
Ngā Painga:
✅ Āwhina i ngā tīma kore-tohunga ki te mahi tahi i runga i te arorau tono AI
✅ Whakaitihia te wā mai i te ariā ki te tauira mahi
✅ Māmā ake te arotake me te pupuri i ngā tukanga AI maha-taahiraa
✅ Tautoko i ngā rerengamahi ka taea te whakahoki mō ngā whakamahinga ā-roto, e anga atu ana rānei ki te kiritaki
Te Whakaritenga Tauira me te Kaihoko
Honoa ngā taupānga wehewehe ki ngā kaiwhakarato tauira matua e manaakihia ana me ngā kaiwhakarato tauira ā-rohe, me te tuku urunga whakahaere a ngā kaihoko ki ngā taputapu.
Ngā Āhuatanga:
🔹 Ko ngā kaiwhakarato tautokona ko OpenAI, Anthropic, Google, Cohere, Azure OpenAI, Ollama, me ngā tauira whakauru ā-rohe
🔹 Ngā kaiwhakarato pūnaha mō te hanga tauira tere me ngā kaiwhakarato ritenga mō te whakahaere tika i te kī API
🔹 Ngā rautaki kaihoko tae atu ki te Karanga Mahi me te ReAct
🔹 Te whirihoranga taputapu me ngā tohu tuakiri, ngā whakaahuatanga, ngā tawhā, te mahara, me ngā mana whakahaere tāruarua
Ngā Painga:
✅ Ka taea e ngā tīma te whakataurite, te whakawhiti, me te whakahaere i ngā kōwhiringa tauira
✅ Ka tautoko i ngā rautaki tauira manaaki me ngā rautaki tauira whakahaere-ake
✅ Ka taea te whakahohe i ngā rerengamahi motuhake me te kore e whakapūmau i ia taahiraa
✅ Ka āwhina i ngā tīma whakaputa ki te whakataurite i te kaha, te utu, me te whakahaere
Pūtake Mātauranga RAG
Ka whakatūwhera i ngā taupānga AI i roto i ngā raraunga motuhake ki te whakahaere mā roto i ngā pūtake mātauranga Dify me ngā rerengamahi tiki.
Ngā Āhuatanga:
🔹 Kawemai raraunga mai i ngā kōnae ā-rohe, Notion, whārangi tukutuku, ngā API mātauranga o waho rānei
🔹 Whirihorahia te tapahi, te whakarārangi, te tiki, te whakarerekē i te tūnga, te tohutoro, me te tukunga
🔹 Whakahaerehia ngā turanga mātauranga, ngā tuhinga, me ngā poraka ma te kaupapa mā te API
🔹 Whakamahia ngā turanga mātauranga puta noa i ngā momo tono Dify
Ngā Painga:
✅ Whakapai ake i te hiranga mā te whakamahi i ngā raraunga rohe pono hei horopaki
✅ Āwhina ki te whakaiti i ngā whakautu kāore i te tautokona i roto i te tautoko kiritaki, te mātauranga, me ngā whakamahinga mātauranga ā-roto
✅ Tautoko i te tiaki hanganga o ngā tuhinga me ngā wāhanga
✅ Whakauru ki ngā tīma e hiahia ana ki te AI i runga ake i ngā kaupapa here, ngā tuhinga, te rangahau, ngā ihirangi hua rānei
Te Whakaputa, Ngā Tāmau, me Ngā API
Tahurihia ngā tono Dify kua oti hei taupānga tukutuku, hei API papamuri, hei tāmau, hei ratonga reremahi whakamahi anō rānei.
Ngā Āhuatanga:
🔹 Whakaputa taupānga hei taupānga tukutuku ka taea te tiri
🔹 Whakaputa tohu API me ngā tuhinga API motuhake ki te taupānga
🔹 Whakauruhia ngā taupānga tukutuku kua whakaputaina mā te iframe, te widget mirumiru kōrerorero, te mana JavaScript rānei
🔹 Whakamahia ngā taupānga Dify hei ratonga AI papamuri mō ngā atanga ritenga
Ngā Painga:
✅ Ka hoatu ki ngā tīma ngā ara whakatinanatanga maha mai i te taupānga kotahi
✅ Ka tautoko i ngā whakaaturanga tūmatanui, ngā taputapu ā-roto, me ngā kaiawhina paetukutuku kua whakauruhia
✅ Ka pupuri i ngā kī API i te taha tūmau mō te whakaurunga whakaputa haumaru ake
✅ Ka āwhina i ngā tīma hua me te miihini ki te tuku i ngā āhuatanga AI me te kore e hanga anō i te arorau whakarite
Aroturukitanga, Takiuru, me ngā Mana Whakahaere Pakihi
Mātakitaki i ngā whanonga whakaputa me te whakahaere i te urunga atu i te mea ka tauinehia ngā tono AI.
Ngā Āhuatanga:
🔹 Ngā rangitaki kōrero mō te patuiro, te tātari whanonga, me te kohikohi urupare
🔹 Ngā inenga o te papaaho tae atu ki ngā karere, ngā kaiwhakamahi hohe, ngā taunekeneke, me te whakamahinga tohu
🔹 Ngā whakaurunga ki ngā tūāpapa tirotiro pēnei i a Langfuse, LangSmith, Arize, me Phoenix
🔹 Ngā mana uru taupānga tukutuku hinonga mō ngā mema mokowāmahi, ngā rōpū, me ngā kaiwhakamahi SSO o waho
Ngā Painga:
✅ Āwhina i ngā tīma ki te tautuhi i ngā hokinga whakamuri me te whakapai ake i ngā tohutohu i roto i te wā
✅ Tautoko i te tirohanga utu me te whakamahinga mō ngā taupānga kua whakatinanahia
✅ Hoatu he mana whakahaere mārama ake ki ngā kaiwhakahaere mō te hunga ka taea te waihanga, te whakaputa, me te uru atu ki ngā taupānga
✅ E uru ana ki ngā tīma hinonga e hiahia ana kia taea te arotake i ngā whanonga taupānga AI
| Kāwai | Ngā Taipitopito |
|---|---|
| Te whakamahinga matua |
Te hanga, te whakatinana, me te aroturuki i ngā tono me ngā rerengamahi AI ā-ringa |
| Pai rawa atu mō |
Ngā kaiako, ngā umanga, ngā kaiwhakaputa, ngā kamupene hou, me ngā tīma hanga RAG, ngā kaiurungi ā-roto, ngā karetao tautoko, ngā kaihoko rerenga mahi rānei |
| Ngā Whakauru |
Kuputuhi kaiwhakamahi, ngā kōnae, ngā pūtake mātauranga, ngā whārangi Notion, ngā whārangi tukutuku, ngā API, ngā tohu tuakiri kaiwhakarato tauira, ngā taurangi rerengamahi |
| Ngā Putanga |
Ngā taupānga tukutuku, ngā API papamuri, ngā kaiawhina whakauru, ngā hua reremahi, ngā urupare a te kaihoko, ngā rangitaki, me ngā whakautu e tautokona ana e te mātauranga |
| Kaiwhakarerekētanga |
Ka whakakotahi i ngā rerengamahi tirohanga, RAG, ngā kaihoko, te whakahaere tauira, ngā taputapu, te whakaputa, me te mātakitaki i roto i te tūāpapa tuwhera-pūtake kotahi |
| Uru |
Dify Cloud; Putanga Hapori whaiaro mā Docker Compose |
| Ngā Whakaurunga |
Ngā kaiwhakarato tauira, ngā monomai, ngā taputapu, ngā taputapu ritenga OpenAPI, ngā taputapu MCP, ngā API mōhiotanga, Langfuse, LangSmith, Arize, Phoenix |
| Haumarutanga |
Ngā tūranga mokowāmahi, ngā whakaaetanga monomai, ngā kī API, ngā mana whakahaere urunga taupānga tukutuku, ngā taumata urunga hinonga |
| Mahere |
Pouaka onepū kore utu, mahere wāhi mahi utu, me tētahi kaupapa mātauranga mō ngā ākonga me ngā kaiwhakaako e tika ana; kāore i te whakaurua ngā taake |
| Te Herenga |
Ka rerekē ētahi herenga tukuake kōnae, rokiroki, tuhinga, tere, mana-uru, me te tautoko i runga i te mahere kapua, i te whirihoranga manaaki-whaiaro rānei |
Mai i te Kaihanga:
"Hangaia he Kaihoko AI kua Rite ki te Whakaputa."
"He tūāpapa tuwhera a Dify mō te hanga rerengamahi kaihoko."
"Tīmata te tuku taupānga kaha i roto i ngā meneti."
"Hoatu he mana motuhake ki ngā LLM mō ngā taputapu mō te whakahaere mahi uaua."
"He kore utu a Dify mā ngā ākonga me ngā kaiako."
Tirohia te kaiwhakarato mā te Hononga Hononga i raro nei:
