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Quickstart

Overview

What is Featureform?
Quickstart
Concepts

Using Featureform

Featureform Workflow
Architecture and Components
Registering Infrastructure Providers
Register, Transform, and Interact with Data Sets
Register and Serve Features and Training Sets
Exploring the Feature Registry

Featureform Resource Types

Abstractions
Data Infrastructure Provider
Primary Data Sets
Transforming Data Sets
Entities
Features
Embeddings
Labels
Training Sets

LLMs, Embeddings, and Vector Databases

LLM Workflow
Building a Chatbot with OpenAI and a Vector Database

Common Use Cases and Examples

Fraud Detection and Featureform
Retrieval Augmented Generation (RAG) Workflow for Chatbots with Featureform

Supported Infrastructure Providers

Overview of Infrastructure Providers
Offline Stores
Object and File Stores
Inference Stores
Vector Databases
Extending Featureform with Custom Providers and Requesting New Providers

Deployment

Local mode
Quickstart
Kubernetes
AWS
Azure
Google Cloud
System Architecture
Backup and Restore

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Quickstart Kubernetes AWS

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