ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ื”ืขืœื, ื”ืื‘ืจ! ื”ื™ื™ึทื ื˜ ืžื™ืจ ื•ื•ืขื˜ ื•ื•ื™ื™ึทื–ืŸ ืื™ืจ ื•ื•ื™ ืฆื• ื ื•ืฆืŸ Azure ืฆื• ืกืึธืœื•ื•ืข ืคึผืจืึธื‘ืœืขืžืก ื•ื•ืึธืก ื˜ื™ืคึผื™ืงืœื™ ื“ืึทืจืคืŸ ืžืขื ื˜ืฉ ื™ื ื˜ืขืจื•ื•ืขื ื˜ื™ืึธืŸ. ืื’ืขื ื˜ืŸ ืคืึทืจื‘ืจืขื ื’ืขืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืฆื™ื™ื˜ ืฆื• ืขื ื˜ืคึฟืขืจืŸ ื“ื™ ื–ืขืœื‘ืข ืคืจืื’ืขืก, ื”ืึทื ื“ืœื™ื ื’ ื˜ืขืœืขืคืึธืŸ ืงืึทืœืœืก ืื•ืŸ ื˜ืขืงืกื˜ ืึทืจื˜ื™ืงืœืขืŸ. ื˜ืฉืึทื˜ื‘ืึธืฅ ืึธื˜ืึทืžื™ื™ื˜ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืื•ืŸ ื“ืขืจืงืขื ื•ื ื’ ืื•ืŸ ืจืขื“ื•ืฆื™ืจืŸ ื“ื™ ืžืึทืกืข ืื•ื™ืฃ ืžืขื ื˜ืฉืŸ. ื‘ืึธืฅ ื–ืขื ืขืŸ ืื•ื™ืš ื’ืขื ื™ืฆื˜ ืื™ืŸ Azure DevOps, ื•ื•ื• ื–ื™ื™ ืœืึธื–ืŸ, ืœืžืฉืœ, ืฆื• ืึทืคึผืจื•ื•ื• ืจื™ืœื™ืกื™ื–, ืคื™ืจืŸ ื‘ื•ื™ืขืŸ - ื–ืขืŸ, ืึธื ื”ื™ื™ื‘ ืื•ืŸ ื”ืึทืœื˜ืŸ - ื’ืœื™ื™ึทืš ืคึฟื•ืŸ Slack ืึธื“ืขืจ Microsoft Teams. ืื™ืŸ ืขืกืึทื ืก, ืึท ื˜ืฉืึทื˜ื‘ืึธื˜ ืื™ื– ืขืคึผืขืก ืจืขืžืึทื ื™ืกืึทื ื˜ ืคื•ืŸ ืึท CLI, ื‘ืœื•ื™ื– ื™ื ื˜ืขืจืึทืงื˜ื™ื•ื•, ืื•ืŸ ืึทืœืึทื•ื– ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ื‘ืœื™ื™ึทื‘ืŸ ืื™ืŸ ื“ืขื ืงืึธื ื˜ืขืงืกื˜ ืคื•ืŸ ื“ื™ ืฉืžื•ืขืก ื“ื™ืกืงื•ืกื™ืข.

ืื™ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ, ืžื™ืจ ื•ื•ืขืœืŸ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืžื›ืฉื™ืจื™ื ืคึฟืึทืจ ืฉืืคืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ, ื•ื•ื™ื™ึทื–ืŸ ื•ื•ื™ ื–ื™ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ืžืคึผืจื•ื•ื•ื“ ืžื™ื˜ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก, ืื•ืŸ ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื•ื•ื™ ืฆื• ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืžื™ื˜ ืคืึทืจื˜ื™ืง ื‘ืึทื“ื™ื ื•ื ื’ืก ืื™ืŸ Azure.

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก: ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ื™ ืกื™ืžืึทืœืขืจืึทื˜ื™ื– ืื•ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ื™ ื“ื™ืคืขืจืึทื ืกื™ื–?

ืฆื• ืฉืึทืคึฟืŸ ื‘ืึธืฅ ืื™ืŸ Microsoft Azure, ืื™ืจ ื ื•ืฆืŸ ื“ื™ Azure Bot ืกืขืจื•ื•ื™ืก ืื•ืŸ ื“ื™ Bot Framework. ืฆื•ื–ืึทืžืขืŸ ื–ื™ื™ ืคืึธืจืฉื˜ืขืœืŸ ืึท ืกื›ื•ื ืคื•ืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืคึฟืึทืจ ื‘ื ื™ืŸ, ื˜ืขืกื˜ื™ื ื’, ื“ื™ืคึผืœื•ื™ื™ื ื’ ืื•ืŸ ืึทื“ืžื™ื ืึทืกื˜ืขืจื™ื ื’ ื‘ืึธืฅ, ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืฉืึทืคึฟืŸ ืคื•ืŸ ืคืึทืจื˜ื™ืง ืžืึทื“ื–ืฉื•ืœื– ื‘ื™ื™ื“ืข ืคึผืฉื•ื˜ ืื•ืŸ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืกื™ืกื˜ืขืžืขืŸ ืžื™ื˜ ืจืขื“ืข ืฉื˜ื™ืฆืŸ, ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš ื“ืขืจืงืขื ื•ื ื’ ืื•ืŸ ืื ื“ืขืจืข ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื–.

ื–ืืœ ืก ื™ื‘ืขืจื ืขืžืขืŸ ืึทื– ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืึท ืคึผืฉื•ื˜ ื‘ืึธื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืึท ืคึฟื™ืจืžืข ืง & ื ื“ื™ื ืกื˜ ืึธื“ืขืจ, ืคืึทืจืงืขืจื˜, ืฉืึทืคึฟืŸ ืึท ืคืึทื ื’ืงืฉืึทื ืึทืœ ื‘ืึธื˜ ืžื™ื˜ ืึท ืงืึธืžืคึผืœืขืงืก, ื‘ืจืึทื ื˜ืฉื˜ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืกื™ืกื˜ืขื. ืฆื• ื˜ืึธืŸ ื“ืึธืก, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ืึท ื ื•ืžืขืจ ืคื•ืŸ ืžื›ืฉื™ืจื™ื, ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ื“ืจื™ื™ึท ื’ืจื•ืคึผืขืก: 

  1. ื‘ืึทื“ื™ื ื•ื ื’ืก ืคึฟืึทืจ ื’ื™ืš ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ื™ืึทืœืึธื’ ื™ื ื˜ืขืจืคื™ื™ืกื™ื– (ื‘ืึธืฅ).
  2. ื’ืจื™ื™ื˜-ื’ืขืžืื›ื˜ ืงืึทื’ื ื™ื˜ื™ื•ื• ืึทื™ ื‘ืึทื“ื™ื ื•ื ื’ืก ืคึฟืึทืจ ืคืึทืจืฉื™ื“ืขื ืข ื ื•ืฆืŸ ืงืึทืกืขืก (ืžื•ืกื˜ืขืจ ื“ืขืจืงืขื ื•ื ื’, ืจืขื“ืข ื“ืขืจืงืขื ื•ื ื’, ื•ื•ื™ืกืŸ ื‘ืึทื–ืข ืื•ืŸ ื–ื•ื›ืŸ).
  3. ื‘ืึทื“ื™ื ื•ื ื’ืก ืคึฟืึทืจ ืงืจื™ื™ื™ื˜ื™ื ื’ ืื•ืŸ ื˜ืจื™ื™ื ื™ื ื’ ืึทื™ ืžืึธื“ืขืœืก.

ื˜ื™ืคึผื™ืงืึทืœืœื™, ืžืขื ื˜ืฉืŸ ื™ื ื˜ื•ื™ื˜ื™ื•ื•ืœื™ ืฆืขืžื™ืฉืŸ "ื‘ืึธืฅ" ืื•ืŸ "ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก" ื•ื•ื™ื™ึทืœ ื‘ื™ื™ื“ืข ืงืึทื ืกืขืคึผืก ื–ืขื ืขืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ืขื ืคึผืจื™ื ืฆื™ืคึผ ืคื•ืŸ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข, ืื•ืŸ ื“ื™ ื ื•ืฆืŸ ืคืึทืœ ืคึฟืึทืจ ื‘ืึธืฅ ืื•ืŸ ื‘ืึทื“ื™ื ื•ื ื’ืก ื™ื ื•ื•ืึทืœื•ื•ื– ื“ื™ืึทืœืึธื’ื–. ืึธื‘ืขืจ ื˜ืฉืึทื˜ื‘ืึธืฅ ืึทืจื‘ืขื˜ ืžื™ื˜ ื˜ืขืจืžื™ื ืขืŸ ืื•ืŸ ื˜ืจื™ื’ืขืจื–, ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ืึทืจื‘ืขื˜ ืžื™ื˜ ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ืจื™ืงื•ื•ืขืก ื•ื•ืึธืก ื–ืขื ืขืŸ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืคึผืจืึทืกืขืกื˜ ื“ื•ืจืš ื™ื•ืžืึทื ื–: 

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ืงืึธื’ื ื™ื˜ื™ื•ื•ืข ื‘ืึทื“ื™ื ื•ื ื’ืก ื–ืขื ืขืŸ ืืŸ ืื ื“ืขืจ ื•ื•ืขื’ ืฆื• ื™ื‘ืขืจื’ืขื‘ืŸ ืžื™ื˜ ื“ื™ ื‘ืึทื ื™ืฆืขืจ, ื”ืขืœืคึผื™ื ื’ ืฆื• ื’ืขืจ ืึท ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ื‘ืขื˜ืŸ ืื™ืŸ ืึท ืงืœืึธืจ ื‘ืึทืคึฟืขืœ ืื•ืŸ ืคืึธืจืŸ ืขืก ืฆื• ื“ื™ ื‘ืึธื˜. 

ืื–ื•ื™, ื˜ืฉืึทื˜ื‘ืึธืฅ ื–ืขื ืขืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืคึฟืึทืจ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืจื™ืงื•ื•ืขืก, ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื–ืขื ืขืŸ ืžื›ืฉื™ืจื™ื ืคึฟืึทืจ ื™ื ื˜ืขืœื™ื’ืขื ื˜ ืึทื ืึทืœื™ืกื™ืก ืคื•ืŸ ืจื™ืงื•ื•ืขืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืœืึธื ื˜ืฉื˜ ืกืขืคึผืขืจืึทื˜ืœื™, ืึธื‘ืขืจ ื•ื•ืึธืก ื“ื™ ื˜ืฉืึทื˜ื‘ืึธื˜ ืงืขื ืขืŸ ืึทืงืกืขืก, ืื•ืŸ ื•ื•ืขืจืŸ "ื™ื ื˜ืขืœื™ื’ืขื ื˜." 

ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ

ื“ื™ ืจืขืงืึทืžืขื ื“ื™ื“ ืคึผืœืึทืŸ ื“ื™ืึทื’ืจืึทืžืข ืคึฟืึทืจ ืึท ื‘ืึธื˜ ืื™ืŸ Azure ืื™ื– ื•ื•ื™ ื’ื™ื™ื˜: 

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ืฆื• ืคึผืœืึทืŸ ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื‘ืึธืฅ ืื™ืŸ Azure, ื ื•ืฆืŸ Bot Framework. ื‘ื ื™ืžืฆื ืื•ื™ืฃ GitHub ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื‘ืึธืฅ, ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ ื“ื™ ืคืจื™ื™ืžื•ื•ืขืจืง ื˜ื•ื™ืฉืŸ, ืึทื–ื•ื™ ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ื ืขืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื“ื™ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ SDK ื•ื•ืึธืก ืื™ื– ื’ืขื ื™ืฆื˜ ืื™ืŸ ื“ื™ ื‘ืึธืฅ.

ื“ื™ ืคืจื™ื™ืžื•ื•ืขืจืง ื’ื™ื˜ ืขื˜ืœืขื›ืข ืึธืคึผืฆื™ืขืก ืคึฟืึทืจ ืงืจื™ื™ื™ื˜ื™ื ื’ ื‘ืึธืฅ: ื ื™ืฆืŸ ืงืœืึทืกื™ืฉ ืงืึธื“, ื‘ืึทืคึฟืขืœืŸ ืฉื•ืจื” ืžื›ืฉื™ืจื™ื ืึธื“ืขืจ ืคืœืึธื•ื˜ืฉืึทืจืฅ. ื“ื™ ืœืขืฆื˜ืข ืึธืคึผืฆื™ืข ื•ื•ื™ื–ืฉื•ื•ืึทืœื™ื–ื™ื– ื“ื™ืึทืœืึธื’ืก; ืคึฟืึทืจ ื“ืขื ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ื™ ืคืึทืจื•ื•ืึทืœื˜ืขืจ Bot Framework Composer. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขื‘ื•ื™ื˜ ืื•ื™ืฃ ื“ื™ Bot Framework SDK ื•ื•ื™ ืึท ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื’ืขืฆื™ื™ึทื’ ื•ื•ืึธืก ืงืจื™ื™ึทื–-ื“ื™ืกืึทืคึผืœืึทื ืขืจื™ ื˜ื™ืžื– ืงืขื ืขืŸ ื ื•ืฆืŸ ืฆื• ืฉืึทืคึฟืŸ ื‘ืึธืฅ.

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

Bot Framework Composer ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื ื•ืฆืŸ ื‘ืœืึทืงืก ืฆื• ืฉืึทืคึฟืŸ ืึท ื“ื™ืึทืœืึธื’ ืกื˜ืจื•ืงื˜ื•ืจ ืžื™ื˜ ื•ื•ืึธืก ื“ื™ ื‘ืึธื˜ ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ. ืื™ืŸ ื“ืขืจืฆื•, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ื˜ืจื™ื’ืขืจื–, ื“ืึธืก ืื™ื– ื˜ืขืจืžื™ื ืขืŸ ื•ื•ืึธืก ื“ื™ ื‘ืึธื˜ ื•ื•ืขื˜ ืจืขืึทื’ื™ืจืŸ ื‘ืขืฉืึทืก ื“ื™ ื“ื™ืึทืœืึธื’. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ื™ ื•ื•ืขืจื˜ืขืจ "ืึธืคึผืขืจืึทื˜ืึธืจ", "ื’ื ื™ื™ื•ื•ืข" ืึธื“ืขืจ "ื”ืึทืœื˜ืŸ" ืื•ืŸ "ื’ืขื ื•ื’".

ืื™ืŸ Bot Framework Composer, ืื™ืจ ืงืขื ืขืŸ ืฉืึทืคึฟืŸ ืงืึธืžืคึผืœืขืงืก ื“ื™ืึทืœืึธื’ ืกื™ืกื˜ืขืžืขืŸ ื ื™ืฆืŸ ืึทื“ืึทืคึผื˜ื™ื•ื• ื“ื™ืึทืœืึธื’ืก. ื“ื™ืึทืœืึธื’ืก ืงืขื ืขืŸ ื ื•ืฆืŸ ื‘ื™ื™ื“ืข ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ืื•ืŸ ื’ืขืฉืขืขื ื™ืฉ ืงืึทืจื“ืก (ืึทื“ืึทืคึผื˜ื™ื•ื•ืข ืงืึทืจื“ืก):

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ื ืึธืš ืฉืึทืคื•ื ื’, ืื™ืจ ืงืขื ืขืŸ ืฆืขื•ื•ื™ืงืœืขืŸ ื“ื™ ื˜ืฉืึทื˜ื‘ืึธื˜ ืื™ืŸ ืึท ืึทื‘ืึธื ืขืžืขื ื˜, ืื•ืŸ ืึทืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืฉืจื™ืคื˜ ื•ื•ืขื˜ ืžืึทื›ืŸ ืึทืœืข ื“ื™ ื ื™ื™ื˜ื™ืง ืจืขืกื•ืจืกืŸ: ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก, ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ืคึผืœืึทืŸ, ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื™ื ืกื™ื™ืฅ, ื“ืึทื˜ืึทื‘ื™ื™ืก, ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ.

ืงื ืึท ืžืึทืงืขืจ

ืฆื• ืฉืึทืคึฟืŸ ืคึผืฉื•ื˜ ื‘ืึธืฅ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืคึฟื™ืจืžืข ืง & ื ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ื™ QnA Maker ืงืึทื’ื ื™ื˜ื™ื•ื• ื“ื™ื ืกื˜. ื™ืžืคึผืœืขืžืขื ื˜ืขื“ ื•ื•ื™ ืึท ืคึผืฉื•ื˜ ื•ื•ืขื‘ ืžืึทื–ืขืง, ืขืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ืึท ืœื™ื ืง ืฆื• ืึท ืคึฟื™ืจืžืข ื•ื•ื™ืกืŸ ื‘ืึทื–ืข (FAQ URL) ืึธื“ืขืจ ื ื•ืฆืŸ ืึท ื“ืึธืงื•ืžืขื ื˜ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื™ืŸ *.ื“ืึธืง ืึธื“ืขืจ *.ืคึผื“ืฃ ืคึฟืึธืจืžืึทื˜ ื•ื•ื™ ืึท ื™ืงืขืจ. ื ืึธืš ืงืจื™ื™ื™ื˜ื™ื ื’ ื“ืขื ืื™ื ื“ืขืงืก, ื“ืขืจ ื‘ืึธื˜ ื•ื•ืขื˜ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ื“ื™ ืžืขืจืกื˜ ืฆื•ื ืขืžืขืŸ ืขื ื˜ืคึฟืขืจืก ืฆื• ื“ื™ ืคึฟืจืื’ืŸ ืคื•ืŸ ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ.

ื ื™ืฆืŸ QnAMaker, ืื™ืจ ืงืขื ืขืŸ ืื•ื™ืš ืฉืึทืคึฟืŸ ืงื™ื™ื˜ืŸ ืคื•ืŸ ืงืœืขืจืึทืคื™ื™ื™ื ื’ ืคึฟืจืื’ืŸ ืžื™ื˜ ืึธื˜ืึทืžืึทื˜ื™ืง ืฉืึทืคื•ื ื’ ืคื•ืŸ ืงื ืขืคึผืœืขืš, ื”ืขืกืึธืคืข ื“ื™ ื•ื•ื™ืกืŸ ื‘ืึทื–ืข ืžื™ื˜ ืžืขื˜ืึทื“ืึทื˜ืึท, ืื•ืŸ ื•ื•ื™ื™ึทื˜ืขืจ ื‘ืึทืŸ ื“ื™ ืกืขืจื•ื•ื™ืก ื‘ืขืฉืึทืก ื ื•ืฆืŸ.

ื“ื™ ื“ื™ื ืกื˜ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ื•ื•ื™ ืึท ื˜ืฉืึทื˜ื‘ืึธื˜ ื•ื•ืึธืก ื™ืžืคึผืœืึทืžืึทื ืฅ ื‘ืœื•ื™ื– ื“ืขื ืื™ื™ืŸ ืคึฟื•ื ืงืฆื™ืข, ืึธื“ืขืจ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ืึท ืงืึธืžืคึผืœืขืงืก ื˜ืฉืึทื˜ื‘ืึธื˜ ื•ื•ืึธืก ื ื™ืฆื˜, ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ื‘ืขื˜ืŸ, ืื ื“ืขืจืข ืึทื™ ื‘ืึทื“ื™ื ื•ื ื’ืก ืึธื“ืขืจ ืขืœืขืžืขื ื˜ืŸ ืคื•ืŸ ื“ื™ Bot Framework.

ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืื ื“ืขืจืข ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก

ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืคืึทืจืฉื™ื“ืขื ืข ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ืื•ื™ืฃ ื“ื™ Azure ืคึผืœืึทื˜ืคืึธืจืžืข. ื˜ืขืงื ื™ืงืœื™, ื“ืึธืก ื–ืขื ืขืŸ ืคืจื™ื™ึท ื•ื•ืขื‘ ื‘ืึทื“ื™ื ื•ื ื’ืก ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืจื•ืคึฟืŸ ืคึฟื•ืŸ ืงืึธื“. ืื™ืŸ ืขื ื˜ืคืขืจ, ื“ื™ ื“ื™ื ืกื˜ ืกืขื ื“ื– ื“ื–ืฉืกืึธืŸ ืคื•ืŸ ืึท ื–ื™ื›ืขืจ ืคึฟืึธืจืžืึทื˜, ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืื™ืŸ ื“ื™ ื˜ืฉืึทื˜ื‘ืึธื˜.

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข
ื“ื™ ืžืขืจืกื˜ ืคึผืจืึธืกื˜ ื ื•ืฆืŸ ืคื•ืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ื–ืขื ืขืŸ:

  1. ื˜ืขืงืกื˜ ื“ืขืจืงืขื ืขืŸ.
  2. ื“ืขืจืงืขื ื•ื ื’ ืคื•ืŸ ื‘ื™ืœื“ ืงืึทื˜ืขื’ืึธืจื™ืขืก ืคื•ืŸ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ-ื“ื™ืคื™ื™ื ื“ Custom Vision Service (ืคึผืจืึธื“ื•ืงืฆื™ืข ืคืึทืœ: ื“ืขืจืงืขื ืขืŸ ืฆื™ ืึทืŸ ืึธื ื’ืขืฉื˜ืขืœื˜ืขืจ ื˜ืจืึธื’ืŸ ืึท ื”ืึทืจื˜ ื”ื•ื˜, ื‘ืจื™ืœืŸ ืึธื“ืขืจ ืžืึทืกืงืข).
  3. ืคึผื ื™ื ื“ืขืจืงืขื ื•ื ื’ (ืึท ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜ ื ื•ืฆืŸ ืคืึทืœ ืื™ื– ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืฆื™ ื“ืขืจ ืžืขื ื˜ืฉ ื•ื•ืึธืก ืื™ื– ืกืขืจื•ื•ื™ื™ื“ ืึทืจื™ื™ึทื ื’ืขืฉื™ืงื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืŸ ืคึผื ื™ื, ืึธื“ืขืจ, ื–ืึธื’ืŸ, ืึท ืคืึธื˜ืึธ ืคื•ืŸ ืึท ื”ื•ื ื˜ ืึธื“ืขืจ ืึท ืคืึธื˜ืึธ ืคื•ืŸ ืึท ืžืขื ื˜ืฉ ืคื•ืŸ ืึท ืึทื ื“ืขืจืฉ ื“ื–ืฉืขื ื“ืขืจ).
  4. ืจืขื“ืข ื“ืขืจืงืขื ื•ื ื’.
  5. ื‘ื™ืœื“ ืึทื ืึทืœื™ืกื™ืก.
  6. ืื™ื‘ืขืจื–ืขืฆื•ื ื’ (ืžื™ืจ ืึทืœืข ื’ืขื“ืขื ืงืขืŸ ื•ื•ื™ ืคื™ืœ ืจืึทืฉ ืกื™ื™ืžืึทืœื˜ื™ื™ื ื™ืึทืก ืื™ื‘ืขืจื–ืขืฆื•ื ื’ ืื™ืŸ ืกืงื™ืคึผืข ื’ืขืคึฟื™ืจื˜).
  7. ืจืขื’ืข ื˜ืฉืขืง ืื•ืŸ ืคึฟื™ืจืœื™ื™ื’ืŸ ืคึฟืึทืจ ืงืขืจืขืงื˜ื™ื ื’ ืขืจืจืึธืจืก.

ืœื•ื™ืก

ืื•ื™ืš, ืฆื• ืฉืึทืคึฟืŸ ื‘ืึธืฅ ืื™ืจ ืงืขืŸ ื“ืึทืจืคึฟืŸ ืœื•ื™ืก (ืฉืคึผืจืึทืš ืคืืจืฉื˜ืื ื“ ืื™ื ื˜ืขืœื™ื’ืขื ื˜ ืกืขืจื•ื•ื™ืก). ืกืขืจื•ื•ื™ืก ืึธื‘ื™ืขืงื˜ื™ื•ื•:

  • ื‘ืึทืฉื˜ื™ืžืขืŸ ืฆื™ ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืก ื“ืขืจืงืœืขืจื•ื ื’ ืžืื›ื˜ ื–ื™ื ืขืŸ ืื•ืŸ ืฆื™ ื“ื™ ื‘ืึธื˜ ืก ืขื ื˜ืคืขืจ ืื™ื– ื ื™ื™ื˜ื™ืง.
  • ืจืขื“ื•ืฆื™ืจืŸ ื”ืฉืชื“ืœื•ืช ืฆื• ื˜ืจืึทื ืกืงืจื™ื‘ื™ืจืŸ ื‘ืึทื ื™ืฆืขืจ ืจืขื“ืข (ื˜ืขืงืกื˜) ืื™ืŸ ืงืึทืžืึทื ื“ื– ืคืึทืจืฉื˜ื™ื™ื™ืง ืฆื• ื“ื™ ื‘ืึธื˜.
  • ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ืืžืช ื‘ืึทื ื™ืฆืขืจ ื’ืึธื•ืœื– / ื™ื ื˜ืขื ืฅ ืื•ืŸ ืขืงืกื˜ืจืึทืงื˜ ืฉืœื™ืกืœ ื™ื ืกื™ื™ืฅ ืคื•ืŸ ืคืจืึทืกืขืก ืื™ืŸ ื“ื™ืึทืœืึธื’.
  • ืœืึธื–ืŸ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ืงืึทื˜ืขืจ ื“ื™ ื‘ืึธื˜ ืžื™ื˜ ื‘ืœื•ื™ื– ืึท ื‘ื™ืกืœ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื˜ื™ื™ึทื˜ืฉ ื“ืขืจืงืขื ื•ื ื’ ืื•ืŸ ืกืึทื‘ืกืึทืงื•ื•ืึทื ื˜ ื ืึธืš ื˜ืจื™ื™ื ื™ื ื’ ืคื•ืŸ ื“ื™ ื‘ืึธื˜ ื‘ืขืฉืึทืก ืึธืคึผืขืจืึทืฆื™ืข.
  • ื’ืขื‘ืŸ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ื ื•ืฆืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืฆื• ืึทืกืกืขืกืก ื“ื™ ืงื•ื•ืึทืœื™ื˜ืขื˜ ืคื•ืŸ ื‘ืึทืคึฟืขืœ ื˜ืจืึทื ืกืงืจื™ืคึผืฆื™ืข.
  • ืึทืจื•ื™ืฉืขืœืคืŸ ืื™ืŸ ื™ื ืงืจืึทืžืขื ื˜ืึทืœ ื™ืžืคึผืจื•ื•ื•ืžืึทื ืฅ ืื™ืŸ ืืžืช ืฆื™ืœ ื“ืขืจืงืขื ื•ื ื’.

ืื™ืŸ ืคืึทืงื˜, ื“ืขืจ ื”ื•ื™ืคึผื˜ ืฆื™ืœ ืคื•ืŸ LUIS ืื™ื– ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืžื™ื˜ ืึท ื–ื™ื›ืขืจ ืžืึทืฉืžืึธืขืก ื•ื•ืึธืก ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืžืขื ื˜ ืื•ืŸ ื’ืขืจ ืึท ื ืึทื˜ื™ืจืœืขืš ื‘ืขื˜ืŸ ืื™ืŸ ืึท ื›ืึทืจืžืึธื•ื ื™ืึทืก ื‘ืึทืคึฟืขืœ. ืฆื• ื“ืขืจืงืขื ืขืŸ ืึธื ืคึฟืจืขื’ ื•ื•ืึทืœื•ืขืก, LUIS ื ื™ืฆื˜ ืึท ืกื›ื•ื ืคื•ืŸ ื™ื ื˜ืขื ื˜ืฉืึทื ื– (ืžื™ื ื™ื ื’ื–, ื™ื ื˜ืขื ื˜ืฉืึทื ื–) ืื•ืŸ ืขื ื˜ื™ื˜ื™ื– (ืึธื“ืขืจ ืคืึทืจ-ืงืึทื ืคื™ื’ื™ืขืจื“ ื“ื•ืจืš ื“ืขื•ื•ืขืœืึธืคึผืขืจืก, ืึธื“ืขืจ ื’ืขื ื•ืžืขืŸ ืื•ืŸ ืคืึทืจ-ื’ืขื’ืจื™ื ื“ืขื˜ "ื“ื•ืžื™ื™ื ื–" - ืขื˜ืœืขื›ืข ืคืึทืจื˜ื™ืง ืœื™ื™ื‘ืจืขืจื™ื– ืคื•ืŸ ื ืึธืจืžืึทืœ ืคืจืึทืกืขืก ืฆื•ื’ืขื’ืจื™ื™ื˜ ื“ื•ืจืš ืžื™ื™ืงืจืึธืกืึธืคึฟื˜). 

ื ืคึผืฉื•ื˜ ื‘ื™ื™ึทืฉืคึผื™ืœ: ืื™ืจ ื”ืึธื‘ืŸ ืึท ื‘ืึธื˜ ื•ื•ืึธืก ื’ื™ื˜ ืื™ืจ ืึท ื•ื•ืขื˜ืขืจ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ. ืคึฟืึทืจ ืื™ื, ื“ื™ ื›ื•ื•ื ื” ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ ืื™ื‘ืขืจื–ืขืฆื•ื ื’ ืคื•ืŸ ืึท ื ืึทื˜ื™ืจืœืขืš ื‘ืขื˜ืŸ ืื™ืŸ ืึท "ืงืึทืžืฃ" - ืึท ื‘ืงืฉื” ืคึฟืึทืจ ืึท ื•ื•ืขื˜ืขืจ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ, ืื•ืŸ ื“ื™ ืขื ื˜ื™ื˜ื™ื– ื•ื•ืขื˜ ื–ื™ื™ืŸ ืฆื™ื™ื˜ ืื•ืŸ ืึธืจื˜. ื“ืึธ ืื™ื– ืึท ื“ื™ืึทื’ืจืึทืžืข ืคื•ืŸ โ€‹โ€‹ื•ื•ื™ ื“ื™ CheckWeather ืงืึทื•ื•ืึธื ืข ืึทืจื‘ืขื˜ ืคึฟืึทืจ ืึทื–ืึท ืึท ื‘ืึธื˜.

ื›ื•ื•ื ื”
ืขืกืึทื ืก
ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ืึท ื ืึทื˜ื™ืจืœืขืš ืึธื ืคึฟืจืขื’

ื˜ืฉืขืง ื•ื•ืขื˜ืขืจ
{"type": "location", "entity": "moscow"}
{"type": "builtin.datetimeV2.date", "entity": "ืฆื•ืงื•ื ืคื˜","resolution":"2020-05-30"}
ื•ื•ืึธืก ื•ื•ืขื˜ ื“ืขืจ ื•ื•ืขื˜ืขืจ ื–ื™ื™ืŸ ื•ื•ื™ ืžืึธืจื’ืŸ ืื™ืŸ ืžืึธืกืงื•ื•ืข?

ื˜ืฉืขืง ื•ื•ืขื˜ืขืจ
{ "type": "date_range", "entity": "ื“ืขื ืึธืคึผืจื•ื˜ืขื’" }
ื•ื•ื™ื™ึทื–ืŸ ืžื™ืจ ื“ื™ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ืคึฟืึทืจ ื“ืขื ืึธืคึผืจื•ื˜ืขื’

ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ QnA Maker ืื•ืŸ LUIS ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ื™ืกืคึผืึทื˜ืฉืขืจ

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ื•ื•ืขืŸ ืื™ืจ ืึทืจื‘ืขื˜ ืžื™ื˜ QnA ืžืึทืงืขืจ ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ื‘ืงืฉื” ืคื•ืŸ ืึท ื‘ืึทื ื™ืฆืขืจ, ื“ื™ ืกื™ืกื˜ืขื ื‘ืึทืฉื˜ื™ืžื˜ ื•ื•ืึธืก ืคึผืจืึธืฆืขื ื˜ ืคื•ืŸ ืžืึทืฉืžืึธืขืก ื“ื™ ืขื ื˜ืคืขืจ ืคื•ืŸ QnA ืฉื˜ื™ืžืขืŸ ืžื™ื˜ ื“ื™ ื‘ืงืฉื”. ืื•ื™ื‘ ื“ื™ ืžืึทืฉืžืึธืขืก ืื™ื– ื”ื•ื™ืš, ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืื™ื– ืคืฉื•ื˜ ื’ืขื’ืขื‘ืŸ ืึทืŸ ืขื ื˜ืคืขืจ ืคื•ืŸ ื“ื™ ืคึฟื™ืจืžืข ื•ื•ื™ืกืŸ ื‘ืึทื–ืข; ืื•ื™ื‘ ืขืก ืื™ื– ื ื™ื“ืขืจื™ืง, ื“ื™ ื‘ืงืฉื” ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉื™ืงื˜ ืฆื• LUIS ืคึฟืึทืจ ืงืœืขืจืึทืคืึทืงื™ื™ืฉืึทืŸ. ื ื™ืฆืŸ ื“ื™ืกืคึผืึทื˜ืฉืขืจ ืึทืœืึทื•ื– ืื™ืจ ื ื™ืฉื˜ ืฆื• ืคึผืจืึธื’ืจืึทื ื“ืขื ืœืึธื’ื™ืง, ืึธื‘ืขืจ ืฆื• ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื‘ืึทืฉื˜ื™ืžืขืŸ ื“ืขื ื‘ืจืขื’ ืคื•ืŸ ื“ื™ ืฆืขืฉื™ื™ื“ื•ื ื’ ืคื•ืŸ ืจื™ืงื•ื•ืขืก ืื•ืŸ ื’ืขืฉื•ื•ื™ื ื“ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื–ื™ื™.

ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ืืจื•ื™ืกื’ืขื‘ืŸ ื“ื™ ื‘ืึธื˜

ืืŸ ืื ื“ืขืจ ื”ื™ื’ืข ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื’ืขื ื™ืฆื˜ ืคึฟืึทืจ ื˜ืขืกื˜ื™ื ื’, Bot ืคืจื™ื™ืžื•ื•ืขืจืง ืขืžื•ืœืึทื˜ืึธืจ. ื ื™ืฆืŸ ื“ื™ ืขืžื•ืœืึทื˜ืึธืจ, ืื™ืจ ืงืขื ืขืŸ ื™ื‘ืขืจื’ืขื‘ืŸ ืžื™ื˜ ื“ื™ ื‘ืึธื˜ ืื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื“ื™ ืึทืจื˜ื™ืงืœืขืŸ ื•ื•ืึธืก ืขืก ืกืขื ื“ื– ืื•ืŸ ื ืขืžื˜. ื“ืขืจ ืขืžื•ืœืึทื˜ืึธืจ ื“ื™ืกืคึผืœื™ื™ื– ืึทืจื˜ื™ืงืœืขืŸ ื•ื•ื™ ื–ื™ื™ ื•ื•ืึธืœื˜ ื“ืขืจืฉื™ื™ึทื ืขืŸ ืื™ืŸ ืึท ื•ื•ืขื‘ ืฉืžื•ืขืก ืฆื•ื‘ื™ื ื“ ืื•ืŸ ืœืึธื’ืก JSON ืจื™ืงื•ื•ืขืก ืื•ืŸ ืจืขืกืคึผืึธื ืกืขืก ื•ื•ืขืŸ ืžืขืกื™ื“ื–ืฉื™ื ื’ ื“ื™ ื‘ืึธื˜.

ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ื ื™ืฆืŸ ื“ื™ ืขืžื•ืœืึทื˜ืึธืจ ืื™ื– ื“ืขืจืœืื ื’ื˜ ืื™ืŸ ื“ืขื ื“ืขืžืึธ, ื•ื•ืึธืก ื•ื•ื™ื™ื–ื˜ ื“ื™ ืฉืึทืคื•ื ื’ ืคื•ืŸ ืึท ื•ื•ื™ืจื˜ื•ืึทืœ ืึทืกื™ืกื˜ืึทื ื˜ ืคึฟืึทืจ ื‘ืžื•ื•. ื“ื™ ื•ื•ื™ื“ืขื ืื•ื™ืš ืจืขื“ื˜ ื•ื•ืขื’ืŸ ื ื™ื™ึทืข ืึทืงืกืขืœืขืจื™ื™ื˜ืขืจื– ืคึฟืึทืจ ืงืจื™ื™ื™ื˜ื™ื ื’ ื˜ืฉืึทื˜ื‘ืึธืฅ - ื˜ืขืžืคึผืœืึทื˜ืขืก:

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข
https://youtu.be/u7Gql-ClcVA?t=564

ืื™ืจ ืงืขื ื˜ ืื•ื™ืš ื ื•ืฆืŸ ื˜ืขืžืคึผืœืึทื˜ืขืก ื•ื•ืขืŸ ืื™ืจ ืฉืึทืคึฟืŸ ื“ื™ื™ืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ. 
ื˜ืขืžืคึผืœืึทื˜ืขืก ืœืึธื–ืŸ ืื™ืจ ื ื™ืฉื˜ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ื ืึธืจืžืึทืœ ื‘ืึธื˜ ืคืึทื ื’ืงืฉืึทื ื– ื•ื•ื™ื“ืขืจ, ืึธื‘ืขืจ ืฆื• ืœื™ื™ื’ืŸ ืคืึทืจื˜ื™ืง ืงืึธื“ ื•ื•ื™ ืึท "ื‘ืงื™ืื•ืช". ื ื‘ื™ื™ืฉืคื™ืœ ืงืขืŸ ื–ื™ื™ืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืึท ืงืึทืœืขื ื“ืึทืจ, ืžืึทื›ืŸ ืึทืคึผื•ื™ื ื˜ืžืึทื ืฅ, ืืื–"ื• ื•. ืงืึธื“ ืคื•ืŸ ืคืึทืจื˜ื™ืง ืกืงื™ืœื– ืืจื•ื™ืก ืื•ื™ืฃ ื’ื™ื˜ื”ื•ื‘.

ื“ื™ ื˜ืขืกื˜ื™ื ื’ ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขืจืึธื˜ืŸ, ื“ื™ ื‘ืึธื˜ ืื™ื– ื’ืจื™ื™ื˜, ืื•ืŸ ืื™ืฆื˜ ืขืก ื“ืึทืจืฃ ื–ื™ื™ืŸ ืืจื•ื™ืก ืื•ืŸ ื˜ืฉืึทื ืึทืœื– ืงืึธื ื ืขืงื˜ืขื“. ืืจื•ื™ืกื’ืขื‘ืŸ ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืžื™ื˜ Azure, ืื•ืŸ ืฉืœื™ื—ื™ื ืึธื“ืขืจ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขื˜ื•ื•ืึธืจืงืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ื•ื•ื™ ื˜ืฉืึทื ืึทืœื–. ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ื“ื™ ืคืืจืœืื ื’ื˜ ืงืึทื ืึทืœ ืฆื• ืึทืจื™ื™ึทืŸ ื“ืึทื˜ืŸ, ืื™ืจ ืงืขื ื˜ ื–ื•ื›ืŸ ืขืก ืื™ืŸ ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืงื”ืœ ืื•ื™ืฃ GitHab. 

ืื•ื™ืš, ืฆื• ืฉืึทืคึฟืŸ ืึท ืคื•ืœ-ืคืœืขื“ื–ืฉื“ ื˜ืฉืึทื˜ื‘ืึธื˜ ื•ื•ื™ ืึท ืฆื•ื‘ื™ื ื“ ืคึฟืึทืจ ืงืึทืžื™ื•ื ืึทืงื™ื™ื˜ื™ื ื’ ืžื™ื˜ ื“ื™ ื‘ืึทื ื™ืฆืขืจ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก, ืื™ืจ ื•ื•ืขื˜, ืคื•ืŸ ืงื•ืจืก, ื“ืึทืจืคึฟืŸ ื ืึธืš Azure ื‘ืึทื“ื™ื ื•ื ื’ืก, ืึทื–ืึท ื•ื•ื™ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ืกืขืจื•ื•ืขืจืœืขืกืก (Azure Functions), ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ LogicApp ื‘ืึทื“ื™ื ื•ื ื’ืก ืื•ืŸ, ืขืคืฉืขืจ, , ืขื•ื•ืขื ื˜ ื’ืจื™ื“.

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ืึทืกืกืขืกืกืžืขื ื˜ ืื•ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก

ืฆื• ืึธืคึผืฉืึทืฆืŸ ื‘ืึทื ื™ืฆืขืจ ื™ื ื˜ืขืจืึทืงืฉืึทืŸ, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื‘ื™ื™ื“ืข ื“ื™ ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ืคื•ืŸ ื“ื™ Azure Bot ืกืขืจื•ื•ื™ืก ืื•ืŸ ื“ื™ ืกืคึผืขืฆื™ืขืœ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื™ื ืกื™ื’ื”ืฅ ื“ื™ื ืกื˜.

ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืื™ืจ ืงืขื ืขืŸ ืงืœื™ื™ึทื‘ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืคืืœื’ืขื ื“ืข ืงืจื™ื™ื˜ื™ืจื™ืึท:

  • ื•ื•ื™ ืคื™ืœืข ื™ื•ื–ืขืจื– ื”ืึธื‘ืŸ ืึทืงืกืขืกื˜ ื“ื™ ื‘ืึธื˜ ืคึฟื•ืŸ ืคืึทืจืฉื™ื“ืŸ ื˜ืฉืึทื ืึทืœื– ื‘ืขืฉืึทืก ื“ื™ ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืฆื™ื™ื˜.
  • ื•ื•ื™ืคื™ืœ ื‘ืื ื•ืฆืขืจ ื•ื•ืืก ื”ืื‘ืŸ ื’ืขืฉื™ืงื˜ ืื™ื™ืŸ ืžืขืกืขื“ื–ืฉ ื”ืื‘ืŸ ื–ื™ืš ืฉืคืขื˜ืขืจ ืื•ืžื’ืขืงืขืจื˜ ืื•ืŸ ื’ืขืฉื™ืงื˜ ื ืืš ืื™ื™ืŸ.
  • ื•ื•ื™ ืคื™ืœืข ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขืฉื™ืงื˜ ืื•ืŸ ื‘ืืงื•ืžืขืŸ ืžื™ื˜ ื™ืขื“ืขืจ ืงืึทื ืึทืœ ื‘ืขืฉืึทืก ื“ื™ ืกืคึผืขืกื™ืคื™ืขื“ ืฆื™ื™ื˜ ืžืขื”ืึทืœืขืš.

ื ื™ืฆืŸ ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื™ื ืกื™ื’ื”ืฅ, ืื™ืจ ืงืขื ืขืŸ ืžืึธื ื™ื˜ืึธืจ ืงื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ืŸ Azure ืื•ืŸ, ืกืคึผืขืฆื™ืขืœ, ื˜ืฉืึทื˜ื‘ืึธืฅ, ื‘ืึทืงื•ืžืขืŸ ื ืึธืš ื“ืึทื˜ืŸ ื•ื•ืขื’ืŸ ื‘ืึทื ื™ืฆืขืจ ื ืึทื˜ื•ืจ, ืœืึธื•ื“ื– ืื•ืŸ ื˜ืฉืึทื˜ื‘ืึธื˜ ืจื™ืึทืงืฉืึทื ื–. ืขืก ื–ืึธืœ ื–ื™ื™ืŸ ืื ื’ืขื•ื•ื™ื–ืŸ ืึทื– ื“ื™ ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื™ื ืกื™ื’ื”ืฅ ื“ื™ื ืกื˜ ื”ืื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืฆื•ื‘ื™ื ื“ ืื™ืŸ ื“ื™ Azure ื˜ื•ื™ืขืจ.

ืื™ืจ ืงืขื ื˜ ืื•ื™ืš ื ื•ืฆืŸ ื“ื™ ื“ืึทื˜ืŸ ื’ืขื–ืืžืœื˜ ื“ื•ืจืš ื“ืขื ื“ื™ื ืกื˜ ืฆื• ืฉืึทืคึฟืŸ ื ืึธืš ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ืื•ืŸ ืึทื ืึทืœื™ืกื™ืก ืจื™ืคึผืึธืจืฅ ืื™ืŸ PowerBI. ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ืึทื–ืึท ืึท ื‘ืึทืจื™ื›ื˜ ืื•ืŸ ืžื•ืกื˜ืขืจ ืคึฟืึทืจ PowerBI ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื ื•ืžืขืŸ ื“ืึธ.

ืžื™ืจ ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื ื™ืฆืŸ Azure ื‘ืึทื“ื™ื ื•ื ื’ืก: ืžื™ืจ ืฉืึทืคึฟืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ื ื™ืฆืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข

ื“ืื ืง ืื™ืจ ืึทืœืข ืคึฟืึทืจ ื“ื™ื™ืŸ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ึทื˜! ืื™ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ืžืึทื˜ืขืจื™ืึทืœ ืคื•ืŸ ื“ื™ ื•ื•ืขื‘ื™ื ืึทืจ ื“ื•ืจืš Microsoft Azure ืึทืจื›ื™ื˜ืขืงื˜ ืื ื ื ืคืขื ื™ื•ืฉื™ื ืึท "ื•ื•ืขืŸ ืžืขื ื˜ืฉืŸ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืฆื™ื™ื˜. ื•ื•ื™ ืฆื• 100% ื ื•ืฆืŸ ื˜ืฉืึทื˜ื‘ืึธืฅ ืื•ืŸ ืงืึทื’ื ื™ื˜ื™ื•ื• ื‘ืึทื“ื™ื ื•ื ื’ืก ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ืจื•ื˜ื™ืŸ ืคึผืจืึทืกืขืกืึทื–", ื•ื•ื• ืžื™ืจ ืงืœืืจ ื’ืขื•ื•ื™ื–ืŸ ื•ื•ืึธืก ื˜ืฉืึทื˜ื‘ืึธืฅ ื–ืขื ืขืŸ ืื™ืŸ Azure ืื•ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ื™ ืกื™ื ืขืจื™ืึธื•ื– ืคึฟืึทืจ ื–ื™ื™ืขืจ ื ื•ืฆืŸ, ืื•ืŸ ืื•ื™ืš ื“ืขืžืึทื ืกื˜ืจื™ื™ื˜ื™ื“ ื•ื•ื™ ืฆื• ืฉืึทืคึฟืŸ ืึท ื‘ืึธื˜ ืื™ืŸ QnA ืžืึทืงืขืจ ืื™ืŸ 15 ืžื™ื ื•ื˜ ืื•ืŸ ื•ื•ื™ ื“ื™ ืึธื ืคึฟืจืขื’ ืกื˜ืจื•ืงื˜ื•ืจ ืื™ื– ื“ื™ืกื™ื™ืคืขืจื“ ืื™ืŸ LUIS. 

ืžื™ืจ ื’ืขืžืื›ื˜ ื“ืขื ื•ื•ืขื‘ื™ื ืึทืจ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืึธื ืœื™ื™ืŸ ืžืขืจืึทื˜ืึทืŸ ืคึฟืึทืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก Dev Bootcamp. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ืขื’ืŸ ืคึผืจืึธื“ื•ืงื˜ืŸ ื•ื•ืึธืก ืคืึทืจื’ื™ื›ืขืจืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื•ืŸ ื‘ืึทืคืจื™ื™ึทืขืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ื™ ืจื•ื˜ื™ืŸ ื•ื•ืขืจืงืœืึธื•ื“ ืคื•ืŸ ืคื™ืจืžืข ืขืžืคึผืœื•ื™ื™ื– ื ื™ืฆืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืžื›ืฉื™ืจื™ื ืื•ืŸ ืคืึทืจื˜ื™ืง ืคืึทืจ-ืงืึทื ืคื™ื’ื™ืขืจื“ Azure ืžืึทื“ื–ืฉื•ืœื–. ืจืขืงืึธืจื“ื™ื ื’ืก ืคื•ืŸ ืื ื“ืขืจืข ื•ื•ืขื‘ื™ื ืึทืจืก ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืื™ืŸ ื“ื™ ืžืึทืจืึทื˜ื”ืึธืŸ ื–ืขื ืขืŸ ื‘ื ื™ืžืฆื ืื™ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืœื™ื ืงืก:

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’