Product Docs
  • What is Dataworkz?
  • Getting Started
    • What You Will Need (Prerequisites)
    • Create with Default Settings: RAG Quickstart
    • Custom Settings: RAG Quickstart
    • Data Transformation Quickstart
    • Create an Agent: Quickstart
  • Concepts
    • RAG Applications
      • Overview
      • Ingestion
      • Embedding Models
      • Vectorization
      • Retrieve
    • AI Agents
      • Introduction
      • Overview
      • Tools
        • Implementation
      • Type
      • Tools Repository
      • Tool Execution Framework
      • Agents
      • Scenarios
      • Agent Builder
    • Data Studio
      • No-code Transformations
      • Datasets
      • Dataflows
        • Single Dataflows:
        • Composite dataflows:
        • Benefits of Dataflows:
      • Discovery
        • How to: Discovery
      • Lineage
        • Features of Lineage:
        • Viewing a dataset's lineage:
      • Catalog
      • Monitoring
      • Statistics
  • Guides
    • RAG Applications
      • Configure LLM's
        • AWS Bedrock
      • Embedding Models
        • Privately Hosted Embedding Models
        • Amazon Bedrock Hosted Embedding Model
        • OpenAI Embedding Model
      • Connecting Your Data
        • Finding Your Data Storage: Collections
      • Unstructured Data Ingestion
        • Ingesting Unstructured Data
        • Unstructured File Ingestion
        • Html/Sharepoint Ingestion
      • Create Vector Embeddings
        • How to Build the Vector embeddings from Scratch
        • How do Modify Existing Chunking/Embedding Dataflows
      • Response History
      • Creating RAG Experiments with Dataworkz
      • Advanced RAG - Access Control for your data corpus
    • AI Agents
      • Concepts
      • Tools
        • Dataset
        • AI App
        • Rest API
        • LLM Tool
        • Relational DB
        • MongoDB
        • Snowflake
      • Agent Builder
      • Agents
      • Guidelines
    • Data Studio
      • Transformation Functions
        • Column Transformations
          • String Operations
            • Format Operations
            • String Calculation Operations
            • Remove Stop Words Operation
            • Fuzzy Match Operation
            • Masking Operations
            • 1-way Hash Operation
            • Copy Operation
            • Unnest Operation
            • Convert Operation
            • Vlookup Operation
          • Numeric Operations
            • Tiles Operation
            • Numeric Calculation Operations
            • Custom Calculation Operation
            • Numeric Encode Operation
            • Mask Operation
            • 1-way Hash Operation
            • Copy Operation
            • Convert Operation
            • VLookup Operation
          • Boolean Operations
            • Mask Operation
            • 1-way Hash Operation
            • Copy Operation
          • Date Operations
            • Date Format Operations
            • Date Calculation Operations
            • Mask Operation
            • 1-way Hash Operation
            • Copy Operation
            • Encode Operation
            • Convert Operation
          • Datetime/Timestamp Operations
            • Datetime Format Operations
            • Datetime Calculation Operations
            • Mask Operation
            • 1-way Hash Operation
            • Copy Operation
            • Encode Operation
            • Page 1
        • Dataset Transformations
          • Utility Functions
            • Area Under the Curve
            • Page Rank Utility Function
            • Transpose Utility Function
            • Semantic Search Template Utility Function
            • New Header Utility Function
            • Transform to JSON Utility Function
            • Text Utility Function
            • UI Utility Function
          • Window Functions
          • Case Statement
            • Editor Query
            • UI Query
          • Filter
            • Editor Query
            • UI Query
      • Data Prep
        • Joins
          • Configuring a Join
        • Union
          • Configuring a Union
      • Working with CSV files
      • Job Monitoring
    • Utility Features
      • IP safelist
      • Connect to data source(s)
        • Cloud Data Platforms
          • AWS S3
          • BigQuery
          • Google Cloud Storage
          • Azure
          • Snowflake
          • Redshift
          • Databricks
        • Databases
          • MySQL
          • Microsoft SQL Server
          • Oracle
          • MariaDB
          • Postgres
          • DB2
          • MongoDB
          • Couchbase
          • Aerospike
          • Pinecone
        • SaaS Applications
          • Google Ads
          • Google Analytics
          • Marketo
          • Zoom
          • JIRA
          • Salesforce
          • Zendesk
          • Hubspot
          • Outreach
          • Fullstory
          • Pendo
          • Box
          • Google Sheets
          • Slack
          • OneDrive / Sharepoint
          • ServiceNow
          • Stripe
      • Authentication
      • User Management
    • How To
      • Data Lake to Salesforce
      • Embed RAG into your App
  • API
    • Generate API Key in Dataworkz
    • RAG Apps API
    • Agents API
  • Open Source License Types
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  1. Concepts

RAG Applications

OverviewIngestionEmbedding ModelsVectorizationRetrieve
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