ืžื™ืจ ืึธืคึผื–ืึธื’ืŸ ื‘ืึทืฆืึธืœื˜ ืจืคึผืึท ืคึผืœืึทื˜ืคืึธืจืžืก ืื•ืŸ ื–ืขื ืขืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ OpenSource (OpenRPA)

ื™ื ื˜ืจืึทื“ืึทืงื˜ืขืจื™

ื‘ื™ื– ืึทื”ืขืจ, ื“ื™ ื˜ืขืžืข ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืื“ืขืงื˜ ืื™ืŸ ื’ืจื•ื™ืก ื“ืขื˜ืึทืœ ืื•ื™ืฃ Habrรฉ ืึทื•ื˜ืึธืžืึทื˜ื™ืึธืŸ ืคื•ืŸ ื“ืขืกืงื˜ืึทืคึผ ื’ื•ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืคึผื™ื˜ื”ืึธืŸ. ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜, ืื™ืš ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื’ืขืฆื•ื™ื’ืŸ ืฆื• ื“ืขื ืึทืจื˜ื™ืงืœ ื•ื•ื™ื™ึทืœ ืขืก ืื ื˜ืคืœืขืงื˜ ืขืœืขืžืขื ื˜ืŸ ืขื ืœืขืš ืฆื• ื“ื™ ืขืœืขืžืขื ื˜ืŸ ืคื•ืŸ ืงืจื™ื™ื™ื˜ื™ื ื’ ืจืึธื•ื‘ืึทืฅ. ืื•ืŸ ื–ื™ื ื˜, ืœื•ื™ื˜ ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ืžื™ื™ืŸ ืคืึทื›ืžืึทืŸ ื˜ืขื˜ื™ืงื™ื™ื˜, ืื™ืš ื‘ื™ืŸ ื™ื ื•ื•ืึทืœื•ื•ื“ ืื™ืŸ ืจืึธื•ื‘ืึทื˜ื™ื–ื™ื™ืฉืึทืŸ ืคื•ืŸ ืคื™ืจืžืข ื’ืขืฉืขืคื˜ ืคึผืจืึทืกืขืกืึทื– (ืจืคึผืึท ืื™ื– ืึท ื’ืขื’ื ื˜ ืื™ืŸ ื•ื•ืึธืก ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืงื™ื™ืŸ ื’ืึธืจ ืคืึทื ื’ืงืฉืึทื ืึทืœ OpenSource ืึทื ืึทืœืึธื’ื•ืขืก ื‘ื™ื– ืœืขืฆื˜ื ืก), ื“ื™ ื˜ืขืžืข ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื‘ืึทื˜ื™ื™ึทื˜ื™ืง ืคึฟืึทืจ ืžื™ืจ.

ื“ื™ ืฉืคึผื™ืฅ ื™ื’ื–ื™ืกื˜ื™ื ื’ IT ืกืึทืœื•ืฉืึทื ื– ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ RPA (UI Path, Blueprism, Automation Anywhere ืื•ืŸ ืื ื“ืขืจืข) ื”ืึธื‘ืŸ 2 ื‘ืึทื˜ื™ื™ื˜ื™ืง ืคึผืจืึธื‘ืœืขืžืก:

  • ืคึผืจืึธื‘ืœืขื 1: ื˜ืขื›ื ื™ืฉ ืœื™ืžื™ื˜ื™ื™ืฉืึทื ื– ืคื•ืŸ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืคื•ืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข ื•ื•ืขืŸ ืจืึธื‘ืึธื˜ ืกืงืจื™ืคึผืก ื–ืขื ืขืŸ ื‘ืืฉืืคืŸ ื‘ืœื•ื™ื– ืื™ืŸ ื“ื™ ื’ืจืึทืคื™ืงืึทืœ ืฆื•ื‘ื™ื ื“ (ื™ืึธ, ืขืก ืื™ื– ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืจื•ืคืŸ ืคึผืจืึธื’ืจืึทื ืงืึธื“, ืึธื‘ืขืจ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ื”ืื˜ ืึท ื ื•ืžืขืจ ืคื•ืŸ ืœื™ืžื™ื˜ื™ื™ืฉืึทื ื–)
  • ืคึผืจืึธื‘ืœืขื 2: ื’ืึธืจ ื˜ื™ื™ึทืขืจ ืœื™ื™ืกืึทื ืกื™ื ื’ ืคึผืึธืœื™ื˜ื™ืง ืคึฟืึทืจ ืกืขืœื™ื ื’ ื“ื™ ืกืึทืœื•ืฉืึทื ื– (ืคึฟืึทืจ ืฉืคึผื™ืฅ ืคึผืœืึทื˜ืคืึธืจืžืก ื•ื•ืขื’ืŸ $ 8000 ืคึฟืึทืจ ืื™ื™ืŸ ืงืขืกื™ื™ื“ืขืจื“ื™ืง ืืจื‘ืขื˜ืŸ ืจืึธื‘ืึธื˜ ืคึผืขืจ ื™ืึธืจ). ืžืึทื›ืŸ ืึท ื˜ื•ืฅ ืจืึธื•ื‘ืึทืฅ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ื’ืจื•ื™ืก ื™ืขืจืœืขืš ืกืึทื›ืึทืงืœ ืื™ืŸ ื“ื™ ืคืึธืจืขื ืคื•ืŸ ืœื™ื™ืกืึทื ืกื™ื ื’ ืคื™ื–.

ื–ื™ื ื˜ ื“ืขื ืžืึทืจืง ืื™ื– ื–ื™ื™ืขืจ ื™ื•ื ื’ ืื•ืŸ ื–ื™ื™ืขืจ ืึทืงื˜ื™ื•ื•, ืื™ืฆื˜ ืื™ืจ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ื’ืขืคึฟื™ื ืขืŸ 10+ ืจืึธื•ื‘ืึทื˜ื™ืงืก ืกืึทืœื•ืฉืึทื ื– ืžื™ื˜ ืคืึทืจืฉื™ื“ืขื ืข ืคึผืจื™ื™ืกื™ื ื’ ืคึผืึทืœืึทืกื™ื– ืื•ื™ืฃ Google. ืึธื‘ืขืจ ื‘ื™ื– ืœืขืฆื˜ื ืก, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืื•ืžืžืขื’ืœืขืš ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืึท ื’ืึธืจ ืคืึทื ื’ืงืฉืึทื ืึทืœ OpenSource ืœื™ื™ื–ื•ื ื’. ื“ืขืจืฆื•, ืžื™ืจ ืจืขื“ืŸ ืกืคึผืึทืกื™ืคื™ืงืœื™ ื•ื•ืขื’ืŸ ื’ืึธืจ ืคืึทื ื’ืงืฉืึทื ืึทืœ OpenSource, ื•ื•ื™ื™ึทืœ ื˜ื™ื™ืœ ืคืจื™ื™ ืจืึธื•ื‘ืึทืฅ ืกืึทืœื•ืฉืึทื ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืคึฟื•ื ืขืŸ, ืึธื‘ืขืจ ื–ื™ื™ ื’ืขืคึฟื™ื ื˜ ื‘ืœื•ื™ื– ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืื•ื™ืฃ ื•ื•ืึธืก ื“ื™ RPA ื‘ืึทื’ืจื™ืฃ ืื™ื– ื‘ืื–ื™ืจื˜.

ื•ื•ืึธืก ืื™ื– ื“ืขืจ RPA ื‘ืึทื’ืจื™ืฃ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ?

RPA (ืจืึธื‘ืึธื˜ื™ืง ืคึผืจืึธืฆืขืก ืึทื•ื˜ืึธืžืึทื˜ื™ืึธืŸ) ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืžืขืจืกื˜ ืคึผืจื™ื™ึทื–-ืขืคืขืงื˜ื™ื•ื• ืคืืจืžืขืŸ ืคื•ืŸ ื“ืขืจื’ืจื™ื™ื›ืŸ ืึท ืฆื™ืœ. ื–ื™ื ื˜ RPA ื˜ื•ื˜ ื ื™ืฉื˜ ืึทืจื™ื™ึทื ืฆื™ืขืŸ ืึทื‘ืึทื ื“ืึทื ื™ื ื’ ืึทืœืข ืกืึธืจืฅ ืคื•ืŸ ืœืขื’ืึทื˜ ืกื™ืกื˜ืขืžืขืŸ ืคื•ืŸ ื“ื™ ืคื™ืจืžืข, ืึธื‘ืขืจ ืžืึทื›ืŸ ื“ื™ ื ื™ื™ื˜ื™ืง ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืฉืจื™ืคื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ื–ื™ื™ืขืจ ืกื™ืกื˜ืขืžืขืŸ, ื“ืึธืก ื˜ืจืื’ื˜ ืคืจื•ื›ื˜ ื‘ื™ื™ื“ืข ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื’ื™ื›ืงื™ื™ึทื˜ (ื•ื•ื™ื™ึทืœ ืขืก ืื™ื– ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืฆื• ืจืขืžืึทื“ื™ ื“ื™ ื™ื’ื–ื™ืกื˜ื™ื ื’ ื–ืึธืึธืœืึธื’ื™ืฉืขืจ ื’ืึธืจื˜ืŸ ืคื•ืŸ ืกื™ืกื˜ืขืžืขืŸ) ืื•ืŸ ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื’ืขืฉืขืคื˜ ืจืขื–ื•ืœื˜ืึทื˜ืŸ (ืฉืคึผืึธืจืŸ PSE/FTE, ื™ื ืงืจื™ืกื™ื ื’ ื“ื™ ืจืขื•ื•ืขืš ืคื•ืŸ ื“ื™ ืคื™ืจืžืข, ืจื™ื“ื•ืกื™ื ื’ ื“ื™ ื”ื•ืฆืื•ืช ืคื•ืŸ ื“ื™ ืคื™ืจืžืข).

RPA ืžื›ืฉื™ืจื™ื ื–ืขื ืขืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืคืืœื’ืขื ื“ืข ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื–:

  • ืึธื ืคื™ืจื•ื ื’ ืขืคืขื ืขืŸ ื‘ืœืขื˜ืขืจืขืจ ื•ื•ืขื‘ ื–ื™ื™ึทื˜ืœืขืš;
  • ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืคื•ืŸ ืขืคืขื ืขืŸ ื“ืขืกืงื˜ืึทืคึผ ื’ื•ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–;
  • ืžื•ื™ื– ืื•ืŸ ืงืœืึทื•ื•ื™ืึทื˜ื•ืจ ืงืึธื ื˜ืจืึธืœ (ื“ืจื™ื ื’ืœืขืš ืฉืœื™ืกืœืขืŸ, ื”ืึธื˜ืงื™ื™ืก, ืžื•ื™ื– ืงื ืขืคึผืœืขืš, ืžืึธื•ื•ื™ื ื’ ื“ื™ ืœื•ื™ืคึฟืขืจ);
  • ื–ื•ื›ืŸ ืคึฟืึทืจ ื’ืจืึทืคื™ืง ืขืœืขืžืขื ื˜ืŸ ืื•ื™ืฃ ื“ื™ ื“ืขืกืงื˜ืึทืคึผ ืคืึทืจืฉื˜ืขืœืŸ ืฆื• ืฆื•ืœื™ื™ื’ืŸ ื•ื•ื™ื™ึทื˜ืขืจ ืึทืงืฉืึทื ื– ืžื™ื˜ ื“ื™ ืžื•ื™ื– ืื•ืŸ / ืึธื“ืขืจ ืงืœืึทื•ื•ื™ืึทื˜ื•ืจ;

ืžื™ื˜ ืคื™ืœืข ื™ืึธืจืŸ ืคื•ืŸ ืคึผืจืึทืงื˜ื™ืฉ ื“ืขืจืคืึทืจื•ื ื’, ืžื™ืจ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืงืขื ืขืŸ ืฆื• ื•ื•ื™ื™ึทื–ืŸ ืึทื– ื“ืขื ื‘ืึทื–ื•ื ื“ืขืจ ื’ืึทื ื’ ืคื•ืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ืจืึธื•ื‘ืึทืฅ ืคื•ืŸ ื›ึผืžืขื˜ ืงื™ื™ืŸ ื’ืขืฉืขืคื˜ ืคึผืจืึธืฆืขืก ื•ื•ืึธืก ื˜ื•ื˜ ื ื™ืฉื˜ ื“ืึทืจืคืŸ ืึทืŸ ืขืœืขืžืขื ื˜ ืคื•ืŸ ื“ืขืจืงืขื ื•ื ื’ / ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืคื•ืŸ ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ (ืื™ืŸ ื“ื™ ืงืึทืกืขืก, ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืœื™ื™ื‘ืจืขืจื™ื– ื‘ื ื™ืžืฆื ืื™ืŸ ื“ื™ ื™ื’ื–ื™ืกื˜ื™ื ื’ IT ื•ื•ืขืœื˜ ืฆื• ื“ื™ ืจืึธื‘ืึธื˜). ื“ืขืจ ืึทื•ื•ืขืง ืคื•ืŸ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืื•ื™ื‘ืŸ ืžื›ืฉื™ืจื™ื ืึทืคืขืงืฅ ื“ื™ RPA ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื–.

ื ืึธืš ืึทืœืข, ืึทืœืข ืจืคึผืึท ืžื›ืฉื™ืจื™ื ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืคึฟื•ื ืขืŸ ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ. ื•ื•ืึธืก ืื™ื– ื“ืขืžืึธืœื˜ ืคืขืœื ื“ื™ืง?

ืื‘ืขืจ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ื– ืคืขืœื ื“ื™ืง - ื–ื™ื™ืขืจ ืึธืจื ื˜ืœืขื›ืงื™ื™ึทื˜ ืื™ื– ืคืขืœื ื“ื™ืง. ืึธืจื ื˜ืœืขื›ืงื™ื™ึทื˜, ื•ื•ืึธืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ืคืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืกื™ื ืขืจื“ื–ืฉื™ืกื˜ื™ืง ื•ื•ื™ืจืงื•ื ื’ ืคื•ืŸ ื ื™ืฆืŸ ืคืึทืจืฉื™ื“ืŸ ืžื›ืฉื™ืจื™ื (ื•ื•ืขื‘, ื’ื•ื™, ืžื•ื™ื–, ืงืœืึทื•ื•ื™ืึทื˜ื•ืจ) ืื™ืŸ ืื™ื™ืŸ ืจืึธื‘ืึธื˜ ืฉืจื™ืคื˜, ื•ื•ืึธืก ืื™ื– ืึธืคื˜ ืึท ื ื™ื™ื˜ื™ืงื™ื™ึทื˜ (ื•ื•ื™ ืคื™ืจ ื•ื•ื™ื™ื–ื˜) ื‘ืขืฉืึทืก ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’. ื“ืึธืก ืื™ื– ื“ืขืจ ืฉืœื™ืกืœ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ื•ื•ืึธืก ืึทืœืข ืฉืคึผื™ืฅ ืจืคึผืึท ืคึผืœืึทื˜ืคืึธืจืžืก ืฆื•ืฉื˜ืขืœืŸ, ืื•ืŸ ืื™ืฆื˜ ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืื™ื– ืกื˜ืึทืจื˜ืขื“ ืฆื• ื–ื™ื™ืŸ ืฆื•ื’ืขืฉื˜ืขืœื˜ ื“ืขืจ ืขืจืฉื˜ืขืจ OpenSource RPA ืคึผืœืึทื˜ืคืึธืจืžืข OpenRPA

ื•ื•ื™ ืงืขืŸ OpenRPA ืึทืจื‘ืขื˜?

OpenRPA ืื™ื– ืึทืŸ OpenSource ืคึผืจื•ื™ืขืงื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ Python 3 ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืฉืคึผืจืึทืš, ื•ื•ืึธืก ื‘ืืฉื˜ื™ื™ื˜ ืคื•ืŸ ื“ื™ ื‘ืขืกื˜ืขืจ ื™ื’ื–ื™ืกื˜ื™ื ื’ ืคึผื™ื˜ื”ืึธืŸ ืœื™ื™ื‘ืจืขืจื™ื– ื•ื•ืึธืก ืœืึธื–ืŸ ืื™ืจ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ื“ื™ ื ื™ื™ื˜ื™ืง RPA ืคึผืœืึทื˜ืคืึธืจืžืข ืžื›ืฉื™ืจื™ื (ื–ืขืŸ ื“ื™ ืจืฉื™ืžื” ืคื•ืŸ ืฉืœื™ืกืœ RPA ืžื›ืฉื™ืจื™ื ืื•ื™ื‘ืŸ).

ืจืฉื™ืžื” ืคื•ืŸ ืฉืœื™ืกืœ ื‘ื™ื‘ืœื™ืึธื˜ืขืง:

  • pywinauto;
  • ืกืขืœืขื ื™ื•ื;
  • ืงื™ื‘ืืจื“;
  • pyautogui

ื–ื™ื ื˜ ืึทืœืข ืœื™ื™ื‘ืจืขืจื™ื– ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ืกืŸ ื•ื•ืขื’ืŸ ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ 'ืก ืขืงื–ื™ืกื˜ืขื ืฅ, OpenRPA ื™ืžืคึผืœืึทืžืึทื ืฅ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ืฉื˜ืจื™ืš ืคื•ืŸ ื“ื™ ืจืคึผืึท ืคึผืœืึทื˜ืคืึธืจืžืข, ื•ื•ืึธืก ืึทืœืึทื•ื– ื–ื™ื™ ืฆื• ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืฆื•ื–ืึทืžืขืŸ. ื“ืึธืก ืื™ื– ืกืคึผืขืฆื™ืขืœ ืงืขื ื˜ื™ืง ื•ื•ืขืŸ ืื™ืจ ื ื•ืฆืŸ ื“ื™ pywinauto ื‘ื™ื‘ืœื™ืึธื˜ืขืง ืฆื• ืคื™ืจืŸ ืึท ื“ืขืกืงื˜ืึทืคึผ GUI ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ. ืื™ืŸ ื“ืขื ื’ืขื’ื ื˜, ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืคื•ืŸ ื“ื™ ื‘ื™ื‘ืœื™ืึธื˜ืขืง ืื™ื– ื™ืงืกืคึผืึทื ื“ื™ื“ ืฆื• ื“ืขืจ ืžื“ืจื’ื” ืคื•ืŸ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื’ืขืคึฟื™ื ื˜ ืื™ืŸ ื“ืขืจ ื‘ืขืกื˜ืขืจ ืจืคึผืึท ืคึผืœืึทื˜ืคืึธืจืžืก (ืกืขืœืขืงื˜ืึธืจืก ืคึฟืึทืจ GUI ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ื‘ื™ืกืœ ื–ืขืœื‘ืกื˜ืฉื˜ืขื ื“ื™ืงื™ื™ึทื˜, ืกืขืœืขืงื˜ืึธืจ ืฉืึทืคื•ื ื’ ืกื˜ื•ื“ื™ืข, ืืื–"ื• ื•).

ืกืึธืฃ

ื“ื™ ืžืึธื“ืขืจืŸ IT ื•ื•ืขืœื˜ ืื™ื– ืึทื–ื•ื™ ืึธืคืŸ ืคึฟืึทืจ ืึทืœืขืžืขืŸ ื”ื™ื™ึทื ื˜ ืึทื– ืขืก ืื™ื– ืืคื™ืœื• ืฉื•ื•ืขืจ ืฆื• ื™ืžืึทื“ื–ืฉืึทืŸ ืึทื– ืขืก ื–ืขื ืขืŸ ื ืึธืš ื’ืขื‘ื™ื˜ืŸ ื•ื•ื• ื‘ืœื•ื™ื– ื‘ืึทืฆืึธืœื˜ ืœื™ื™ืกืึทื ืกื˜ ืกืึทืœื•ืฉืึทื ื– ื“ืึธืžื™ื ื™ืจืŸ. ื–ื™ื ื˜ ื“ื™ ืœื™ื™ืกืึทื ืกื™ื ื’ ืคึผืึธืœื™ื˜ื™ืง ื‘ืื’ืจืขื ืขืฆื˜ ื–ื™ื™ืขืจ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ืขื ื’ืขื’ื ื˜, ืื™ืš ื”ืึธืคึฟืŸ ืึทื– ืžื™ืจ ืงืขื ืขืŸ ืคืึทืจืงืขืจื˜ ื“ืขื ืกื™ื˜ื•ืึทืฆื™ืข: ืึทื–ื•ื™ ืึทื– ืงื™ื™ืŸ ืคื™ืจืžืข ืงืขื ืขืŸ ืคืึทืจื’ื™ื ืขื  ื–ื™ืš ืจืคึผืึท; ืึทื–ื•ื™ ืึทื– ืื•ื ื“ื–ืขืจ IT ืงืึธืœืขื’ืขืก ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ื’ืขืคึฟื™ื ืขืŸ ืึท ืึทืจื‘ืขื˜ ืื™ืŸ ืจืคึผืึท, ืจืึทื’ืึทืจื“ืœืึทืก ืคื•ืŸ ื“ื™ ืขืงืึธื ืึธืžื™ืฉ ืกื™ื˜ื•ืึทืฆื™ืข ืื™ืŸ ื–ื™ื™ืขืจ ืžืงื•ืžื•ืช (ื”ื™ื™ึทื ื˜, ืžืงื•ืžื•ืช ืžื™ื˜ ืฉื•ื•ืึทืš ืขืงืึธื ืึธืžื™ืขืก ืงืขื ืขืŸ ื ื™ืฉื˜ ืคืึทืจื’ื™ื ืขื  ื–ื™ืš ืจืคึผืึท).

ืื•ื™ื‘ ื“ื™ ื˜ืขืžืข ืื™ื– ืคื•ืŸ ืื™ื ื˜ืขืจืขืก ืฆื• ืื™ืจ, ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ืื™ืš ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ื˜ื•ื˜ืึธืจื™ืึทืœ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืคึฟืึทืจ ื”ืึทื‘ืจ ืื•ื™ืฃ ื ื™ืฆืŸ OpenRPA - ืฉืจื™ื™ึทื‘ืŸ ืื™ืŸ ื“ื™ ื‘ืึทืžืขืจืงื•ื ื’ืขืŸ.

ื“ืื ืง ืื™ืจ ืึทืœืขืžืขืŸ ืื•ืŸ ื”ืึธื‘ืŸ ืึท ื’ื•ื˜ ื˜ืึธื’!

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’