This repo contains many end-to-end examples that make use of ADE. These examples are intended to complement the official product documentation located at https://docs.landing.ai/ade/ade-overview.
The repo is organized as follows:
- Workflows: Code-based examples of common workflows that include ADE. These are appropriate for all industries and use cases. They show how to use the ADE APIs in production via easy-to-understand sample documents. Adapt these standard workflows for your own needs. Inside you will find:
- Field Extraction Workflows
- Retrieval Augmented Generation (RAG) Workflows
- Snowflake-specific Workflows
- Specialized Workflows (Large files, AWS Lambda, Streamlit, etc.)
- Events: Code that is created specifically for events such as conference presentations, webinars or Hackathons. If you saw a great demo at an event, this is where you will find the details.
- Industry Use Cases: Items in this section are 80%+ complete solutions for specific use cases. The items in this section include subject matter expertise surrounding the particular use case.
- Functional Area Use Cases: Items in this section are 80%+ complete solutions for specific use cases in functional areas such as HR or Corporate Finance. The items in this section include subject matter expertise surrounding the particular use case.
Sometimes it is hard to decide where to 'file' a particular resource in the folder structure. We don't want you to miss a great piece of content and have to reinvent the wheel, so here is a full list of resources.
| Level | Title | Last Updated | Author | Tags |
|---|---|---|---|---|
| EVENTS | ||||
| Intermediate | Deep Learning AI Dev Day 2025 Demo | 11/2025 | David Park | ADE Parse, ADE Extract, mixed document types, visualizations, DPT-2 |
| WORKFLOWS - Field Extraction | ||||
| Beginner | ADE Parse and Extract with Python | 10/2025 | Andrea Kropp | ADE Parse, ADE Extract, DPT-2 |
| Beginner | Basic Field Extraction using Product Images | 11/2025 | Andrea Kropp | ADE Parse, ADE Extract, food labels, DPT-2 |
| Intermediate | Classify Extract Visualize Workflow | 11/2025 | Day Fernandes | ADE Parse, ADE Extract,mixed document types, document classification, visualizations |
| WORKFLOWS - RAG | ||||
| Beginner | Document Parser for RAG Applications | 10/2025 | Andrea Kropp | ADE Parse, RAG, chunking, DPT-2 |
| Intermediate | ADE Local RAG with OpenAI and ChromaDB | 9/2025 | David Park | ADE Parse, RAG, ChromaDB, OpenAI embeddings, 10-K filings, DPT-1 |
| Intermediate | ADE LLM Retrieval Workflow | 9/2025 | David Park | ADE Parse, RAG, LLM integration, FAISS, evaluation, DPT-1 |
| WORKFLOWS - Special Cases | ||||
| Beginner | Parse Jobs API for Large Files | 10/2025 | Ava Xia | ADE Parse Jobs, async processing, large files |
| Intermediate | ADE Lambda S3 - Serverless Document Processing | 9/2025 | Ava Xia | AWS Lambda, Docker, serverless, batch processing, DPT-1 |
| Intermediate | Streamlit Frontend for ADE | 8/2025 | Andrea Kropp | ADE Parse, Streamlit, batch processing, user interface, DPT-1 |
| Intermediate | Word-Level_Grounding | 12/2025 | David Park | ADE Parse, ADE Extract, Visual Grounding, DPT-2, and Word-Level Grounding using OCR + Fuzzy Matching |
| WORKFLOWS - Snowflake | ||||
| Advanced | High Volume ADE with Snowflake Insertion | 9/2025 | Andrea Kropp | ADE Parse, ADE Extract, Snowflake, invoices, batch processing, DPT-1 |
| Advanced | Document Intelligence in Snowflake | 9/2025 | Randy Petus (Snowflake) | Snowflake Cortex, Cortex Search, Cortex Analyst, Cortex Agents, RAG |
| INDUSTRY USE CASES - Financial Services | ||||
| Beginner | Automated Utility Bill Parsing | 9/2025 | Andrea Kropp | ADE Parse, ADE Extract, utility bills, schema provided, DPT-1 |
| FUNCTIONAL AREA USE CASES - HR | ||||
| Beginner | Automated Continuing Education Certificate Parsing | 9/2025 | Andrea Kropp | ADE Parse, ADE Extract, HR, continuing education, compliance tracking, schema provided |
| FUNCTIONAL AREA USE CASES - Corporate Finance | ||||
| Beginner | Automated Invoice Parsing | 11/2025 | Andrea Kropp | ADE Parse, ADE Extract, invoices, schema provided, DPT-2 |
All of the code in the repo is provided as-is. We try to keep all the examples as current as possible, but you may find things that don't work or are outdated as you explore.