Documentation
Academy
Join the Academy
Benefit from guided learning opportunities →
Quick Starts
Learning Paths
New Features
Certifications
Academy Discussions
Community
Explore the Community
Discover, share, and contribute →
Learn About Us
Ask A Question
What's New?
Discuss Dataiku
Using Dataiku
Setup And Configuration
General Discussion
Plugins & Extending Dataiku
Product Ideas
Programs
Frontrunner Awards
Dataiku Neurons
Community Resources
Community Feedback
User Research
Documentation
Reference Documentation
Comprehensive specifications of Dataiku →
User's Guide
Specific Data Processing
Automation & Deployment
APIs
Installation & Administration
Other Topics
Knowledge
Knowledge Base
Articles and tutorials on Dataiku features →
User Guide
Admin Guide
Dataiku Solutions
Dataiku Cloud
Developer
Developer Guide
Tutorials and articles for developers and coder users →
Getting Started
Concepts and Examples
Tutorials
API Reference
User's Guide
DSS concepts
Connecting to data
Exploring your data
Schemas, storage types and meanings
Data preparation
Charts
Interactive statistics
Machine learning
The Flow
Visual recipes
Recipes based on code
Code notebooks
MLOps
Webapps
Code Studios
Code reports
Dashboards
Workspaces
Data Catalog
Dataiku Applications
Working with partitions
DSS and SQL
DSS and Python
DSS and R
DSS and Spark
Code environments
Collaboration
Specific Data Processing
Time Series
Geographic data
Generative AI and LLM Mesh
Introduction
LLM connections
Running Hugging Face models
The Prompt Studio
Dataiku Answers
LLM Mesh API
Retrieval-Augmented Generation
Multimodal capabilities
PII detection
AI Code Assistant
Model fine-tuning
DSS’s Model cache
Text & Natural Language Processing
Images
Audio
Video
Automation & Deployment
Metrics, checks and Data Quality
Automation scenarios
Production deployments and bundles
API Node & API Deployer: Real-time APIs
Governance
APIs
Python APIs
R API
Public REST API
Additional APIs
Installation & Administration
Installing and setting up
Elastic AI computation
DSS in the cloud
DSS and Hadoop
Metastore catalog
Operating DSS
Security
User Isolation
Other topics
Plugins
Streaming data
Formula language
Custom variables expansion
Sampling methods
Accessibility
Troubleshooting
Release notes
Other Documentation
Third-party acknowledgements
Dataiku DSS
You are viewing the documentation for version
13
of DSS.
»
Generative AI and LLM Mesh
Open page in a new tab
Generative AI and LLM Mesh
¶
Introduction
LLM connections
Hosted LLM APIs
Locally-running HuggingFace models
Running Hugging Face models
Cautions
Pre-requisites
The Prompt Studio
Dataiku Answers
Overview
Getting Access
Configuration
Dataiku Answers User Guide
Conclusion
LLM Mesh API
Retrieval-Augmented Generation
Concepts
Initial setup
Embedding LLMs
Your first RAG setup
Vector store types
Learn more
Multimodal capabilities
Image input
Image output
PII detection
Setup
Detected PII types
Details
AI Code Assistant
Enabling AI Code Assistant
Using AI Code Assistant in Jupyter notebooks
Using AI Code Assistant in Visual Studio Code
Model fine-tuning
Setup
Using the Fine-tuning recipe
Using Python code (experimental)
DSS’s Model cache
The model cache
Import and export models
Build your own model archive to import