ChatGPT
- limited context window
- manual uploads
- no persistent indexing
Knowledge Base
Loaded Knowledge Base
Total indexed data: ~2.4TB across millions of documents
- global_customer_support_archive_2018_2025/
- enterprise_contracts_and_legal_records/
- internal_product_documentation_v4/
- engineering_postmortems_and_incidents/
- multi-region_sales_crm_exports/
- knowledge_base_articles_full_export/
- onboarding_materials_and_training_data/
- historical_project_reports_terabytes/
Choose a Query
Select a realistic retrieval query to replay the indexed-document workflow.
How It Works
Documents
Processing
Embeddings
Vector Store
Retrieval
Answer
Comparison
Why not just ChatGPT?
Ask CLI
- handles massive corpora
- indexed retrieval
- reusable knowledge base