Slides shown by me at PyData Yerevan 2022

2. AI Assistant

4. 1991 – Mark Weiser (1952-1999) (Xerox PARC)
introduces “ubiquitous computing” in Scientific
American article
1993 – Xerox PARC introduces PARCTAB
1999 – First International Symposium on Handheld
and Ubiquitous Computing (HUC)
1999 – DARPA Invisible Computing Initiative funds
five university projects in ubiquitous computing
2001 – HUC changed to Conference on Ubiquitous
Computing (UbiComp)
2001 – Intel opens four “lablets” with primary
emphasis on pervasive computing
2002 – First issue of IEEE Pervasive Computing
2003 – Fifth UbiComp conference (Seattle)
Mark Weiser
PARCTAB

5. • Ubiquitous Computing
• Computers everywhere
• Interconnected
• Human doesn’t “see” computer but focus on solving his problem
Ubiquitous Computing ≈ Pervasive Computing ≈ Invisible Computing
≈ Sentient Computing
System is applicable in every real of daily activity, in every location and every context
System is aware of all activities user is participating in

6. AI Assistant as Smart Desktop
AI Assistant on Device

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12. DFF
GOBot-like Dialog
Policy
CommonSense
Reasoning?

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19. ANNOTATORS SKILL SELECTOR
SKILLS CANDIDATE ANNOTATORS
RESPONSE SELECTOR
RESPONSE ANNOTATORS

21. Common metadata (id, rating
etc.)
Annotations + Profiles
Utterances
Human Profile
Bot Profile

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23. Dialog Flow
Engine
Dialog Flow
SDK
Dialog Flow
Framework
Dialog Flow
Designer
Dialog Flow
Dashboard
Dream
Agent

24. Annotators
Dream Builder Dream
Dashboard
Dialog Flow
Engine
Dialog Flow
SDK
Dialog Flow
Framework
Dialog Flow
Designer
Dialog Flow
Dashboard
Dream
Agent

29. docker-compose -f docker-compose.yml -f assistant_dists/dream/docker-
compose.override.yml -f assistant_dists/dream/proxy.yml up --build
docker-compose exec agent python -m deeppavlov_agent.run -pl
assistant_dists/dream/pipeline_conf.json

33. git clone https://github.com/deepmipt/deeppavlov_dreamtools
cd deeppavlov_dreamtools
pip3 install -e .

34. fish_add_path /home/YOUR_USER_NAME_HERE/.local/bin
dreamtools new dist dream_weather -d dream
-s convers-evaluator-annotator
-s spacy-nounphrases
-s convers-evaluation-selector
-s dff-intent-responder-skill
-s intent-catcher
-s ner
-s entity-detection
-s dff-weather-skill
-s dialogpt
--compose-override --compose-dev --compose-proxy

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36. dreamtools new dist dream_weather -d dream
-s convers-evaluator-annotator
-s spacy-nounphrases
-s convers-evaluation-selector
-s dff-intent-responder-skill
-s intent-catcher
-s ner
-s entity-detection
-s dff-weather-skill
-s dialogpt
--compose-override --compose-dev --compose-proxy

37. docker-compose exec agent python -m deeppavlov_agent.run -pl
assistant_dists/dream_weather/pipeline_conf.json
docker-compose -f docker-compose.yml -f
assistant_dists/dream_weather/docker-compose.override.yml -f
assistant_dists/dream_weather/dev.yml -f
assistant_dists/dream_weather/proxy.yml up --build

48. ▪
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57. code .

59. Extension for VS Code
Draw.io-based
With Discourse Recommendations…
Statistics…

62. dreamtools new dff dff_dreamtools_skill
-d dream_weather
-p 8843
--compose-override --compose-dev

63. code .