An In-depth Exploration of Enterprise h2oGPTe Slide Deck

Welcome to the In-depth Exploration of h2oGPTe - Presentation Slides Deck.

This Slides is complementary to the Course, which is designed to take you from foundational concepts to advanced applications of h2oGPTe.

Visit h2o.ai University to learn more about this course from here :
https://h2o.ai/university/courses/an-in-depth-exploration-of-h2o-gpte/

1. H2O.ai Confidential
Greg Fousas Data Scientist @H2O.ai
Laurene De Peyrelongue Data Scientist @H2O.ai

2. H2O.ai Confidential
Table of Contents

1.End-to-end pipeline
2.h2oGPTe UI
3.h2oGPTe Python API
4.WAVE app

3. v
H2O.ai Confidential
End-to-end Pipeline
Productionise the functionality
with the Python API
Create an WAVE app and
publish it in the h2o platform
to be used by the business
Use the h2oGPTe UI to
develop the solution to your
task

4. v
H2O.ai Confidential
Enterprise h2oGPT
●AI-powered search to answer questions about
documents, websites, and workplace content

●Document question-answering platform
○Search engine
○Question-answering powered by open source
H2OGPT models
○Smart data ingest, smart indexing, smart retrieval
○Supports air-gapped installations

●Integrate with H2O’s Document AI technology for
extracting insights and creating value from documents
across the enterprise using ICR, NLP, and computer
vision
Search & chat made fast, fun, and easy

5. H2O.ai Confidential
h2oGPTe
Try it at https://genai.h2o.ai

6. H2O.ai Confidential
h2oGPTe Python API
Productionise the h2oGPTe functionality by using Python code

7. H2O.ai Confidential
WAVE
Publish the solution created in the previous steps with a WAVE app

8. H2O.ai Confidential
Wrapping Up

9. H2O.ai Confidential H2O.ai Confidential
H2O AI and GenAI Ecosystem
Documents
Data Sources
LLM
DataStudio
myGPT
LLM
EvalStudio
Vector DB
(Embedding
s)Alternative
Datasets
Query + Documents
(Context)
Talk to Your Data
●Ques Answers
●Context Search
●Doc Retrieval
●Similar Doc
●Personalization
Contextual Similarity
Continuous Eval
(feedback)
Gen AI App Store
++
+ +
+
+
Datasets
AI Engines AI Apps
LLM
Integration
Models
Data to QA pairs
ETL for LLMs
LLM Fine Tuning
Custom GPT
API
End User
Enterprise

10. H2O.ai Confidential

11. H2O.ai Confidential
Thank you!