>> HELLO, EVERYONE. HOW YOU GUYS 
FEELING? GREAT WEEK SO FAR? THANK 
YOU FOR BEING HERE. I KNOW IT'S 
A ROUGH TIME. I REALLY APPRECIATE 
IT TO HAVE SOMEONE TO TALK TO INSTEAD 
OF A BUNCH OF EMPTY SEATS. THANK 
YOU FOR YOUR TIME. I'M WILLIAM MENDOZA. 
I'M PRODUCT MARKETING MANAGER FOCUSING 
ON AZURE AI. SHE IS WITH QNA MAKER. 
ONE OF THE THINGS WE ARE TALKING 
ABOUT TODAY. AS THE SESSION SAYS, 
WE'LL WALK THROUGH THREE WAYS TO 
BUILD BOTS USING AZURE AI AND WAYS 
THAT WILL MAKE YOU A HERO IN YOUR 
ORGANIZATION. YOU PROBABLY HAVE 
BEEN SEEING THINGS ABOUT AZURE AI 
AT A HIGH LEVEL THERE ARE THREE 
SOLUTION CATEGORIES YOU CAN THINK 
OF. ONE IS AI AGENT WHERE BOTS FALL, 
IF YOU ARE THINKING ABOUT SPEECHO 
LANGUAGE, WHETHER IT'S UPDATING 
FORMS TO AUTOMATE PROCESSES. THAT 
WOULD BE OPTION AGENTED. YOU MAY 
HAVE HEARD THE CATEGORY BUT ESSENTIALLY 
ORGANIZATIONS HAVE TONS AND TONS 
OF DATA, TONES AND TONS OF CONTRACTS, 
IMAGES AND SO FORTH. THEY ARE SITTING 
THERE IN DATABASES. HOW DO YOU GET 
INSIGHT OUT OF THOSE. THAT IS THE 
MINING CATEGORY. SOME ORGANIZATIONS 
HAVE DATA SCIENTISTS, THEY WANT 
TO BUILD THEIR OWN AI MODELS USING 
MACHINE LEARNING. WE HAVE A PLATFORM 
FOR THAT. WE'LL FOCUS ON THE FUN 
STUFF, THE BOTS. YOU PROBABLY HAVE 
SEEN A LOT OF DISCUSSIONS AROUND 
BOTS. YOU HAVE PROBABLY SEEN A LOT 
OF ANNOUNCEMENTS OVER THE COURSE 
OF THIS WEEK. I WANT TO THINK ABOUT 
WHAT MICROSOFT OFFERS, ANYONE CAN 
BUILD CONVERSATIONAL SOLUTIONS. 
STARTING FROM THE BOTTOM, WE OFFER 
BOT FRAMEWORK SDK IN COOLS. THEY 
ARE ARE FROAL ON GITHUB. BUILD BOTS 
IS LOCALLY ON YOUR MACHINE. THE 
BEAUTY IS, YOU CAN BUILD THAT ONE 
BOT AND THEN HOST IN AZURE WITH 
AZURE BOT SERVICE WHICH ALLOWS YOU 
TO CONNECT TO SPECIFIC CHANNELS, 
WHETHER IT'S FIRST PARTY LIKE TEAMS 
AND SKYPE. BUT ALSO THIRD PARTY 
LIKE FACEBOOK MESSENGER AND SLACK, 
FOR EXAMPLE. THAT ONE BOT CAN BE 
MANAGED IN ONE PLACE BUT DEPLOYED 
MULTIPLE PLACES. THE NEXT LAYER 
UP U YOU THINK ABOUT COGNITIVE SERVICES. 
HOWE DOES MY BOT KNOW IF I ORDER 
A PIZZA, THERE ARE A MILLION DIFFERENT 
WAYS I COULD ASK TO ORDER A PIZZA. 
YOU CAN BUILD LANGUAGE MODELS USING 
COGNITIVE SERVICES IN A WAIVE THAT 
IS EASIER TO HANDLE A VARIETY OF 
PERMUTATIONS OF THAT QUESTION. IN 
YOU WANT TO RECOGNIZE AN IMAGE, 
A BOT ITSELF CANNOT DO THAT. COULD 
YOU HAVE SOMETHING LIKE FORM RECOGNITION 
TO INGEST THAT IMAGE. AND THEN PROCESS 
IS ACCORDINGLY. THESE ARE COGNITIVE 
SERVICE YOU CAN INCORPORATE IN YOUR 
BOT. ONE LAYER UP, VU VIRTUAL ASSISTANT. 
SOME CUSTOMERS WANT COMPLETELY CONTROL 
OVER THEIR EXPERIENCE AROUND THEIR 
DATA AND THEIR CUSTOMERS. WE HAVE 
ACCELERATES ON GITHUB THAT AUTOMATE 
THAT -- THEY HELP YOU BRING TOGETHER 
ALL THE SERVICE YOU NEED LIKE SPEECH, 
LANGUAGE, AS WELL AS OTHER SERVICE 
LIKE COSMOSDB TO EXECUTE THOSE AND 
GET YOU STARTED QUICKLY TO BUILD 
THAT VIRTUAL ASSISTANT. FINALLY, 
ON THAT SAAS LAYER, YOU MAY HAVE 
SEEN POWER VIRTUAL AGENTS. COULD 
YOU THINK THIS AS A NO CODE EXPERIENCE 
FOR MANAGERS WHO WANTS TO BUILD 
BOTS BUT NOT GET INVOLVED IN THE 
DETAIL AND THE CODE. OF THE CODE. 
SO I PROMISED YOU THREE WAYS. I 
THREW A BUNCH OF LAYERS BUT LET'S 
FOCUS ON THIS WAY. QNA MAKER, YOU 
CAN TAKE SHAREPOINT DOCUMENTS, YOU 
CAN TAKE WEBSITES THAT HAVE QUESTIONS, 
PRODUCT MANUALS AND YOU CAN TAKE 
THAT CONTENT AND CONVERT IT TO A 
BOT IN ABOUT A MINUTE. I'LL SHOW 
YOU THAT IN A LITTLE BIT. IN ADDITION, 
YOU CAN BUILD A COMPREHENSIVE BOT. 
MAYBE YOU DON'T WANT QUESTION AND 
ANSWERS OR GO THROUGH A TRIAGES 
PROCESS. SAY YOU HAVE SHIPPED TO 
SOMEONE AND THE CUSTOMER WANTS TO 
KNOW WHERE THEIR PACKAGE IS. YOU 
CAN TAKE INFORMATION FROM THE USER, 
CHECK IT AGAINST COSMOSDB OR A DATABASE 
AND GIVE THEM THAT INFORMATION SO 
YOU DON'T HAVE TO BE ON A CALL FOR 
SOMEONE WAITING WHERE THAT POPULAR 
PACKAGE MIGHT BE. THE KEY THING 
IS ENABLING VOICE SCENARIOS. YOU 
THINK ABOUT THEY DEPLOYED A BOT 
USING BOT FRAMEWORK AND YOU CAN 
ASK GOOGLE TO TALK TO LA LIGA. THEY 
HAVE RICH CONTENT, RICH VIDEOS THAT 
GOOGLE DOESN'T HAVE FOR THAT. TAKING 
A QUICK LOOK AT THE QNA MAKER. QNA 
MAKER, YOU CAN TAKE A PRODUCT MANUAL. 
YOU CAN TAKE A LOT OF DOCUMENT TYPES 
AND CONVERT IT TO A BOT. ESSENTIALLY 
IN A COUPLE OF MINUTES. ONE OF THE 
KEY THINGS WE ANNOUNCED HERE AT 
IGNITE WAS THE ABILITY TO HANDLE 
MULTI-TURN. YOU CAN SEE THERE IS 
STEP BY STEP INSTRUCTIONS. WE CAN 
TAKE THIS SERVICE, TRANSLATE THIS 
TO AN EXPERIENCE WHERE YOU CAN WALK 
A CUSTOMER THROUGH A CUSTOMER SERVICE 
PROBLEM. THEY CAN SELF-SERVICE AND 
SELF-TRIAGE THEIR OWN ISSUES. IN 
ADDITION, WE ANNOUNCED PERSONALITIES. 
YOU KNOW THAT CUSTOMERS -- ANYONE 
HERE THAT'S BUILT A BOT PEOPLE ASK 
THE WEIRDEST THINGS. HOW DO YOU 
ACCOUNT FOR THE LONG QUESTIONS. 
WE GET YOU STARTED WITH CONTENT 
PREBUILT, I FORGET THE NUMBER, BUT 
IT'S A LONG LIST OF QUESTIONS THAT 
PEOPLE CAN ASK. THEN YOU COME UP 
WITH DIFFERENT PERSONAS. IT CAN 
BE A FUNNY THING, A COMIC RESPONSE, 
OR PROFESSIONAL, OR KID FRIENDLY. 
IF YOU WERE NICKELODEON AND UPPED 
A KID FRIENDLY SANITIZED RESPONSE 
FOR YOUR BOT. LET'S JUMP RIGHT IN. 
I'LL GIVE YOU AN EXAMPLE OF A BOT 
I CREATED MYSELF. THE SECRET IS 
OUT. I'M NOT A DEVELOPER MYSELF. 
CLEARLY I HAVE ISSUES WITH DEMOS, 
MY COMPUTER FELL ASLEEP. SO BASICALLY, 
IN MY ORGANIZATION, I WORK IN PRODUCT 
MARKETING AND I WORK WITH A LARGE 
TEAM. I HAVE A LOT OF PEOPLE ASKING 
ME QUESTIONS ABOUT THE SAME TYPE 
OF QUESTIONS. THEY WILL JOIN A TEAM 
AND THEY WILL SAY WHERE DO I GO 
TO BOOK TRAVEL? WHAT ARE BOOKS YOU 
HAVE IN MICROSOFT? I DOCUMENTED 
ALL OF THESE QUESTIONS AND I PUT 
IT IN SHAREPOINT. I'LL SHOW YOU 
QUICKLY. A SIMPLE WORD DOCUMENT. 
OKAY, EVERYONE IS THROWING ALL THE 
QUESTIONS YOU MAY HAVE ON OUR TEAM. 
WE ADDED A BUNCH OF DIFFERENT QUESTIONS. 
WE'LL LINK TO THE PAGES. IF YOUR 
COMPANY IS LIKE MY COMPANY, EVERYTHING 
IS SCATTERED EVERYWHERE. I WENT 
TO QNA MAKER WITH THIS DOCUMENT 
AND CREATED A NEW DOCUMENT. THE 
FIRST THING YOU DO IS CREATE A Q&A 
SERVICE IN AZURE. THEN YOU COLLECT 
YOUR TENANT, SELECT YOUR SUBSCRIPTION 
NAME. AS I FILL THIS OUT, YOU CAN 
SELECT DIFFERENT LANGUAGES. MINE 
IS ENGLISH. ESSENTIALLY I COULD 
TAKE THIS PARTICULAR WORD DOCUMENT, 
I'LL GET THE URL FOR IT. THEN I 
CAN PASTE THAT -- I WILL NAME IS 
AZURE AI KB, AND THEN PAVE THE LINK 
FOR THAT SHAREPOINT. NOW IF YOU 
THINK ABOUT IT, PEOPLE CAN GO IN 
AND EDIT THE DOCUMENT TO -- I'LL 
SHOW YOU, YOU REPRESSURE THE KNOWLEDGE 
BASE AND BE MORE DYNAMIC IN TERMS 
OF UPDATING. AS YOU CAN SEE I COULD 
HAVE ADDED THE THE WORD DOCUMENT 
AS WELL. YOU CAN ADD URL INTERNALLY 
WITHIN SHAREPOINT OR ADD THE FUEL 
THIS WAY. I HAVE PRELOADED THIS 
SO YOU COULD SORT OF SEE. IN ADDITION 
I MENTIONED CHIT CHAT. RIGHT THERE 
WITH THE RADIO BUTTON, I HAVE FIVE 
DIFFERENT PERSONAS I CAN CHOOSE. 
IF I WANT PROFESSIONAL, IF I WANT 
TO BE MORE FRIENDLY, I CAN DO AS 
WELL. FOR THE SAKE OF THE DEMO I 
HAVE CREATED THIS. YOU SEE THIS 
VIEW. ACTUALLY I'LL EXPAND IT. YOU 
WILL SEE THREE DIFFERENT AREAS. 
THE FIRST ONE IS THAT GOOD BASE 
THAT I CREATED, SO IF I GO BACK 
YOU WILL SEE THE WORD DOCUMENT INTEGHTSLY 
PUT INTO -- INTEGRITILY PUT IN QUESTION 
AND ANSWER -- INTELLIGENTLY PUT 
IN QUESTION AND ANSWER PAIRINGS. 
IN ADDITION WITH CHIT CHAT I SELECTED 
THE FRIENDLY ONE. YOU CAN SEE PREPOPULATED 
QUESTION AND ANSWER THINGS IN THAT 
LONG TAIL. IN ADDITION TO THAT I 
HAVE THE ABILITY TO MANUALLY ADD 
QUESTIONS AND ANSWERS AS WELL. GIVEN 
THOSE THREE THINGS, YOU ALSO HAVE 
THE OPPORTUNITY TO TEST RIGHT HERE 
WITHIN THE SAME WINDOW. IF I ASK 
A QUESTION SUCH AS, TELL ME A JOKE. 
WHY DO SEAGULLS FLY OVER THE SEA. 
THEY THROUGH OVER THE BAY, THEY 
WOULD BE BAGELS. I DIDN'T FIND THAT 
VERY FUNNY AND NEITHER DID YOU. 
I'LL GIVE IT FEEDBACK, NOT FUNNY. 
>> MY LACK OF COMEDY IS TRAGIC. 
IT CAN HANDLE THE LONG THINGS THAT 
PEOPLE MAY HAVE. I MENTIONED BEFORE 
ONE EXAMPLE IS PERKS. IF I WANTED 
TO ASK A QUESTION, SAY, I HEAR WE 
GET ACCESS TO NEWSPAPERS. AS YOU 
CAN SEE, IT SAYS MICROSOFT EMPLOYEES 
HAVE FREE ACCESS TO THE FOLLOWING. 
"NEW YORK TIMES, " "WALL STREET 
JOURNAL, " AND SO FORTH. IF I WERE 
TO ACTUALLY SELECT FINANCIAL TIMES, 
FOR EXAMPLE, IT SAYS GET YOUR FINANCIAL 
NEWS HERE. NOW I CAN GO TO THE LINK 
WHERE I CAN REGISTER AND GET FREE 
ACCESS AND NOT HAVE TO WORRY ABOUT 
GOING TO MS LIBRARY, MS ACCESS. 
IT'S JUST RIGHT THERE FOR ME. IT 
CAN GIVE ME A FUN FACT WHICH I MANUALLY 
CREATED MYSELF. ONE OF THE THING 
YOU WILL NOTICE, THE THREE OPTIONS. 
I WAS ABDOMINAL TO USE EMPTY TURN, 
I MENTIONED THAT TO YOU EARLIER. 
I'LL SHOW YOU AN EXAMPLE OF THAT 
IN A MOMENT. ANOTHER INTERESTING 
THING, IT I CLICK INSPECT, I CAN 
SEE WHY IT RECOMMENDED, WHAT THAT 
RESULT WAS. IF I DIDN'T LIKE IT, 
I COULD TRAIN IT SO NEXT TIME IT 
WOULDN'T GIVE ME THAT BAD RESULT. 
THIS IS NALL A U. I. THERE IS -- 
THIS IS ALL IN A U. I. THERE IS 
NO CODE. WHAT ABOUT THE MARKETING 
ACTIVITIES WE DO ON A DAY-TO-DAY 
BASIS? WE ACTUALLY DO THINGS OF 
VALUE, I HOPE. SO FOR EXAMPLE, IF 
I ASKED IT A QUESTION LIKE, ACCESS 
TO MY PRODUCT PAGE ANALYTICS DASHBOARD. 
"I'M GLAD YOU ASKED, IT'S A GREAT 
HABIT TO CHECK, CAN YOU VIEW YOUR 
ANALYTIC DASHBOARD HERE. THIS IS 
SOMETHING THAT OUR TEAM HAS BEEN 
USING. IT'S BEEN HELPFUL. IT'S MADE 
ME SOMEONE WHO IS VIEWED AS MORE 
TECHNICAL THAN I REALLY AM. AT THE 
END OF THE DAY IT'S A USEFUL, QUICK 
WAY TO GET STARTED. NOW, I SHOWED 
YOU THIS. IF I WERE TO GO BACK HERE 
AND SAY, FOR EXAMPLE, I ASKED THE 
QUESTION, "WHERE CAN I FIND THE 
LATEST PITCH DECK? " ONE THING I 
MENTIONED, IF YOU WERE PAYING ATTENTION, 
THERE WERE THREE SOLUTION CATEGORIES. 
HOW MANY DO YOU SEE HERE? THERE 
IS JUST TWO. WHAT IS MISSING? MACHINE 
LEARNING. EXACTLY. HOW WOULD I GO 
ABOUT ADDING THIS? I'LL SHOW YOU 
HOW EASY IT IS. IF I GO BACK TO 
HERE, I CAN SEARCH FOR THE QUESTION, 
"WHERE CAN I FIND THE LATEST? " 
HERE I HAVE THE QUESTION, WHERE 
CAN I FIND THE LATEST PITCH? " AS 
YOU CAN SEE HERE -- I'LL ZOOM IN 
HERE. I CAN ADD A FOLLOWUP PROMPT. 
I WILL ADD MACHINE LEARNING. HERE 
I CHEATED A LITTLE BIT BECAUSE I 
DON'T WANT TO TYPE IT ALL OUT AGAIN. 
I'LL DO THIS. IF I WERE TO TYPE 
BAGEL. IF THE QUESTION -- IF THE 
ANSWER EXISTED, I COULD SELECT IF 
AND LINK TO AN EXISTING ANSWER, 
WHICH IS AWESOME. I DON'T HAVE THAT 
ANSWER SO I WILL PASTE WHAT I MENTIONED 
BEFORE, MAYBE CLEAN UP THE FORMATTING 
AND WE'RE GOOD TO GO. I WILL SAVE 
AND TRAIN IT. IT TAKES ABOUT A MINUTE. 
WHAT HAPPENS IS YOU SEE A COUPLE 
OF THINGS. YOU CAN PRESSURE IT. 
YOU WILL BE ABLE TO CREATE A BOT 
PRETTY EASILY. THAT WAS JUST IN 
A TEST ENVIRONMENT. HOW CAN I GET 
IT TO A PLACE WHERE SOMEONE CAN 
USE IT. WHEN I CLICK CREATE A BOT. 
IT WILL GO TO AZURE -- IT WILL PREPOPULATE 
EVERYTHING. HIT SAVE AND THEN I'LL 
HAVE A BOT CONNECTED TO AZURE, AS 
I MENTIONED BEFORE. IF I TAB OVER, 
YOU WILL GET THIS. IT WILL POPULATE 
EVERYTHING. I WILL HIT CREATE. ONCE 
I HIT CREATE, I WILL GET TO THIS 
PAGE. TECHNICALLY I'LL -- WHEN I 
FLIP OVER TO CHANNELS, I MENTIONED 
TEAMS. IF I CLICK ON TEAMS HERE. 
IF I CLICKED ON TEAMS, I'LL PUBLISH 
IT. THEN THIS WILL TAKE ME TO TEAMS. 
I CAN NOW INTERACT WITH THE BOT. 
I GET ASKED THE QUESTION, "WHERE 
CAN I FIND THE LATEST PITCH DECK? 
" I WAS WORSHIPING THE GODS, YES. 
NOW YOU CAN SEE THIS EXPERIENCE. 
YOU CAN SEE ESSENTIALLY THE THREE 
OPTIONS. WHEN I CLICK INTO MACHINE 
LEARNING. IF THE GODS ARE WITH ME 
TODAY, YOU CAN SEE I HAVE A LINK 
TO THE PITCH DECK. IF I HAD TO TALK 
TO CUSTOMERS, I COULD EASILY GO 
AND FIND THOSE DOCUMENTS. THAT'S 
QNA MAKER. IF I TAB BACK OVER TO 
5. THE NEXT SCENARIO USING AZURE 
BOT SERVICE AND BOT FRAMEWORK. ESSENTIALLY 
WE ANNOUNCED 4. 6 VERSION. ON THE 
LEFT, FOR EXAMPLE, YOU SEE THE CODING 
EXPERIENCE. ON THE RIGHT, IT'S TERRIBLE 
TO SEE, BUT ESSENTIALLY YOU HAVE 
THE EMULATOR. YOU CAN GO IN AND 
BUILD YOUR TEST YOUR BOT. ONE OF 
THE THINGS WE DID, WE MADE IT REOPTIMIZED 
FOR TEAMS TO TAKE ADVANTAGE OF ALL 
OF THE EXPERIENCES IN TEAMS, CARDS 
AND SO FORTH. IN ADDITION WE TALKED 
ABOUT SCALING TO SOME OF THE QUESTIONS 
EARLIER. SKILLS ARE ESSENTIALLY 
WE USE EXISTING AND THINGS YOU CAN 
CREATE AND MAKE THEM REUSABLE. LET'S 
SAY YOU WANTED TO CREATE A BOT WITH 
THE SKILL OF WEATHER, YOU CAN GO 
TO THE GITHUB REPOSITORY AND USE 
AN EXISTING ONE. YOU DON'T HAVE 
TO WORRY ABOUT ALL OF THE M IMMUNE 
MINUTEEAU SHA. THE THING WHERE PEOPLE 
MAY ASK A QUESTION AROUND ORDERING 
SOMETHING OR BOOKING A FLIGHT AND 
THEN SWITCH THE CONTEXT. WE MADE 
IT EASIER TO HANDLE THAT SWITCH 
AND REDIRECT THE CUSTOMER BACK TO 
THE CUSTOMER SCENARIO. I CAN GIVE 
YOU AN EXAMPLE OF THAT AS WELL. 
WE SUPPORT POPULAR PLATFORMS. YOU 
CAN CHOOSE THE PLATFORM TO BUILD 
THE BOT. THE OTHER THING WE ANNOUNCED 
IS BOT FRAMEWORK COMPOSER. SOMETIMES 
YOU DON'T WANT TO START FROM SCRATCH 
AND USING SAMPLE CODE. SO WE BUILT 
OUT THIS VISUAL DISCIPLER TOOL SO 
YOU CAN GO IN AND GETS STARTED QUICKLY. 
IT DOESN'T MEAN THAT YOU ARE HAVING 
A NO CODE EXPERIENCE. IT'S STILL 
A LOW CODE EXPERIENCE. YOU CAN GET 
STARTED WITH BRANCHING AND GET FOCUSED 
ON THE DIAGRAM RATHER THAN SCAFFOLDING 
FOR THAT BOT. FINALLY, ONCE YOU 
HAVE THE BOT CREATED, YOU SAW THAT 
WHEN I SHOWED IT QUICKLY. YOU CAN 
GO IN AND CONNECT TO A POPULAR CHANNEL 
LIKE FACEBOOK AND DEPLOY THAT BOT 
SO OTHERS CAN USE IT, TOO. YOU STARTED 
BUILDING SOMETHING LOCALLY ON YOUR 
MACHINE, YOU HOST IT IN AZURE, THEN 
YOU CAN PUBLISH IT TO VARIOUS CHANNELS. 
I CAN SHOW YOU ANOTHER QUICK DEMO. 
IT WILL BE REALLY QUICK. SUPPOSE 
I WANTED TO BUY A WATCH AND I GO 
TO THIS RETAIL WEBSITE. I'LL GO 
HERE, FOR EXAMPLE T USES LANGUAGE 
OF UNDERSTANDING, IT IS TRAINED 
IN SPANISH AND ITALIAN. QUICKLY, 
I'LL SAY I WANT ON A NEW WATCH. 
IT KNOWS MY INTENT AND SO IT WILL 
SAY, I CAN HELP YOU. IT'S NARGTED 
ME TO A GSH NARGTED ME -- NAVIGATED 
ME TO A NEW PAGE. I'M LOOKING FOR 
A WATCH AND THEN IT SENDS ME TO 
THIS PAGE. I'M LOGGED IN, IT GIVES 
ME VISUAL OPTIONS. I WOULD SAY "NOT 
WHAT I'M LOOKING FOR. " I MENTIONED 
OBJECT DETECTION SO I'LL SHOW YOU 
A QUICK EXAMPLE OF THAT. HERE I 
AM. I UPLOADED THIS IMAGE OF A WATCH. 
IT HAS OTHER THINGS. YOU WILL SEE 
IT KNOWS WHERE THE WATCH IS AND 
CAN FIND SIMILAR SEARCHES WITH BIN 
WEB SEARCH. THESE ARE THE WAY TO 
USE COGNITIVE SERVICE TO ROUND OUT 
SERVICES FOR YOUR BOT. YOU DON'T 
HAVE TO BUILD FROM SCRATCH. WHY 
WOULD YOU. IT'S BEEN SOLVED FOR, 
SO WHY NOT TAKE ADVANTAGE OF THAT. 
POP BACK OVER HERE AND I'M RUNNING 
SHORT ON TIME. THAT IS BUILDING 
THINGS WITH BOT FRAMEWORK AND BOT 
SERVICE. THE NEXT IS VIRTUAL ASSISTANT. 
YOU CAN BUILD ON TOP OF USING THE 
VIRTUAL ASSISTANT SOLUTION OF IT 
BRINGS THOSE SERVICES THAT I MENTIONED, 
COMPUTER VISION, SPEECH AND SO FORTH 
AND BRINGS IT IN A TEMPLATE WHERE 
YOU HAVE ONE PLACE TO QUICKLY DEPLOY 
IT. I TALKED A LITTLE ABOUT A LOT 
OF THIS. I DON'T DRAIN GIVEN THE 
TIME CONSTRAINTS. THIS IS AVAILABLE 
ON GITHUB. GO TO THE BOT FRAMEWORK 
PAGE WILL YOU FIND THE SOLUTION 
AND DOCUMENTATION AND DETAILS. SO 
THIS IS SOMETHING COULD YOU FIND. 
I TALKED ABOUT SKILLS. I THINK WE'RE 
GOOD HERE. I'LL GIVE YOU EXAMPLE 
OF SOME OF THE SKILLS AVAILABLE 
CURRENTLY AS WELL AS THOSE PEOPLE 
ARE LOOKING TO BUILD. WE INVITE 
YOU TO BUILD SKILLS AND CONTRIBUTE 
TO THE COMMUNITY AS WELL. TO RECAP, 
WHAT ARE THE THREE WAYS YOU CAN 
BUILD BOTS? QNA MAKER WHICH HELPS 
YOU GET STARTED. BOT FRAMEWORK AND 
BOT SERVICE WHICH HEMS YOU BUILD 
BOTS AND HOST IT IN AZURE. THEN 
THE VIRTUAL ASSISTANT SOLUTION, 
FOR EXAMPLE, WHERE YOU WANT TO BUILD 
VOICE ASSISTANCE. WHETHER IT'S IN 
A VEHICLE LIKE BMW OR SO FORTH. 
I HOPE YOU ENJOY UNIVERSAL. IF YOU 
VERY MUCH. IF YOU HAVE ANY QUESTIONS, 
