Augment It: A Data Pipeline to augment records with AI

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![warning] Prerequisite: Read the ACE-It project documentation first, as then our documentation-first and documentation heavy set up here will make more sense.

Augment-It

Augment any data by importing records or connecting to data sources.
  1. Use Case: Generate insights about our customers that can be used by our Product Development teams.
  2. Use Case: Generate insights to more fully inform our outside sales teams about customers just-in-time before sales meetings and site visits.

(Flow / Journey)

  1. Connect a data source or upload a CSV.
    1. Shared Supported Data Stores Widget
  2. Review records and compute synthetic properties.
    1. RecordCollector
  3. Create prompt templates with variables for real data.
    1. PromptTemplateManager
  4. Populate prompt templates with real data, see a meaningful prompt and request.
    1. RequestReviewer
  5. Choose your favorite AI services, or use our recommendations
    1. Shared Supported Models Widget
      1. Perplexity AI Deep Research
      2. Firecrawl
  6. Highlight good information and capture variables.
    1. HighlightCollector
  7. Generate insight reports for business use cases, teams, or management.
    1. InsightAssembler
  8. Put robust, up-to-date data back into the data source!

Unresolved & Ideas

Integrating WebCrawlers: