DocGPT

JanLucaSandmann 54 views 17 slides Jul 18, 2023
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About This Presentation

🔍📚 Experience the future of document management with DocGPT, your ultimate AI-powered solution.

DocGPT, equipped with GPT-4, revolutionizes your interaction with documents. Upload any PDF, ask any question, and receive precise answers with their references. Need a summary or report? DocGPT ca...


Slide Content

11
DocGPT
Amplifying Human Intelligence to Tackle the World's
Toughest Challenges

2
Don’t fear intelligent
machines. Work with
them.
Elo ratings
0
850
1700
2550
3400
Human Machine
Human +
Machine

3
There’s a need for
better interfaces.
•Copilot > Autopilot: Photoshop creates content together with user
•Humans are great at setting goals and managing
•Machines are fast in learning and computation
•AI tools need to provide an interface to connect the strengths
DALLE is great, but Photoshop AI is much better.

4
Introducing
DocGPT
Copilot for learning & research: answers
any question about any document
Provides a familiar interface, premium
PDF editor & private document cloud
Creates complex content like essays,
summaries, even a Bachelor’s thesis

5
DocGPT is a collection of four different
technical services.
Architecture
Document Cloud
AI Assistant
Vector Database
Document Editor

Chat
•Generates summary, key concepts and
suggests questions for every documents
•Answers any question
•Adds references
•Uses tools
Insights
•Generates complex forms of content based on
100s of templates (essays, blog posts, …)
•All chat features, but longer content
•Offers choices & gives user the ability to edit or
regenerate any part

7
Magic Ingredients
Templates Choices
Autonomous Tools Autonomous Tree of Thought
Title Agenda Intro
Topic for the introduction of the Essay “Why GPT-4“?
Problem Solution
coming soon
…
Size Speed Cost

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Templates
Large object, that divides content into a
sequence of customizable prompts
Enables autonomous usage of tools &
presentation of choices
Generated by GPT-4: possibility to add
1000s of templates effortlessly

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Introduction ideas
Are language models capable of being general problem solvers?
Can LLMs be designed to engage in more conscious decision-making?
Can tree of thoughts enhance problem-solving capabilities?
Enter your own idea
Can Tree of Thoughts Improve the
Intelligence of Language Models?
Choices
Stay in control of what DocGPT generates
Defined in templates
3 ideas, choose 1 or enter your own idea

10
Autonomous Tools
Research tools
May June July
Computational tools Intelligence tools
•Can be triggered autonomously by DocGPT
or explicitly by the user
•Gather information from
the internet
•Solve logic problems,
visualize data, etc.
•Increase intelligence of AI
model

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“Write an essay on how to predict
the prices of Used Cars using AI.“
…
Architecture of the Model
Choose the most important metric
to evaluate the performance
R2 MAE MSE
Predict the best performing model,
given the chosen metric
Random Forest Neural Network Linear Regression
Continue the essay by proposing the
chosen model architecture
Architecture: Neural Network
Model starts generating
essay on user input
Model decision: Start
tree of thoughts
Model generates sub-
tasks
Evaluation
Evaluation
Model continues
generating essay
Autonomous
Tree of Thoughts
coming soon
Split problem into parts → Generate n
solutions → evaluate → choose best path
Exists in the form of a tool
Dramatically increases logical intelligence
of the AI model
Artificial reflexion mechanism, end to end

Chat about a document
View a document
Edit a document
AI can use tools
Generate long-form content (Insights)
Guide the AI while it’s generating content
(Choices)
Chat about a document
View a document
Edit a document
AI can use tools
Generate long-form content (Insights)
Guide the AI while it’s generating content
(Choices)
DocGPTGoogle Tailwind
Chat about a document
View a document
Edit a document
AI can use tools
Generate long-form content (Insights)
Guide the AI while it’s generating content
(Choices)
ChatGPT + Plugins
Experiment

Knowledge Workers
(Lawyers, Accountants, Educators, Writers,
Editors, Office Administrators, …)
Students
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A research & document interface
between humans and AI has the
potential to become as relevant as
Microsoft Word.
Market
Analysis
Scientific
Research
Community
7 million +
potential users
gUNESCO
235 million
potential users
gUniversities
only)
1 billion +
potential users
gForbes)

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•700 users
•350% MoM growth
•2,000+ chats (all saved, evaluations included)
•350€ marketing spendings

0
175
350
525
700
Number of users
February
March
April
May

0
500
1000
1500
2000
Number of chats
February
March
April
May

0
50
100
150
200
Marketing spendings in €
February
March
April
May
Growth

15
Cost for 700 users per month
0
4
8
12
16
Operational
Cost
•Cost for 700 users: $15 / month
•Expecting reduction to $8
•Database improvements
•Declining cost for LLM APIs
AI Services Database Cumulative

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Monetization
Options
Subscription
Pay per word
Pay per PDF
Sell data
•Currently “pay per word“
•$1.99 per 1,000 generated words
•Chats are currently free: Users only
pay for insight generations
•Users get 2,500 words free on
registration

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Meet Our Team
Jan Luca
Sandmann
CEO
Katharina
Matthies
Head of Marketing
Jan
GrĂĽnke
Developer