RAG for real conversations
Sources
Use curated website pages, documents, and resources instead of generic memory alone.
Retrieval
Find the most relevant business context for the current visitor question.
Boundaries
Prefer grounded answers, safe uncertainty, and handover when evidence is weak.
Review
Use Playground and conversation review to improve what the HEA knows over time.
Knowledge-grounded HEAs for trusted conversations.
HEA-World uses retrieval-augmented generation to help Human-Enhanced Agents answer from your own websites, documents, policies, products, and procedures. The goal is not another RAG workbench. The goal is a business conversation that knows what it should use, what it should avoid, and when it should say it is not sure.
RAG is not the product. Trust is.
Retrieval-augmented generation is one layer inside HEA-World. Foundry builds and refreshes the knowledge foundation. Playground lets operators test answers before publishing. The live HEA then uses that grounded context inside real conversations, alongside personality, governance, skills, promotions, and handover rules.
What knowledge grounding covers
A grounded HEA should feel like a knowledgeable front desk, advisor, or product specialist. It can answer from the material you maintain while keeping the conversation natural for the visitor.
Pages and service knowledge
HEA can use public website content, product pages, service descriptions, and FAQs as the base layer for visitor-facing answers.
Policies and procedures
Curated documents can enrich answers about onboarding, delivery, support expectations, training material, or internal process guidance.
Snippets and summaries
HEA keeps broad source summaries available while retrieval brings the deeper snippets that match the visitor's question.
Answer only where grounded
When evidence is thin, the HEA can answer cautiously, ask a clarifying question, or hand over instead of filling the gap with a confident guess.
Refresh when the business changes
Foundry refreshes can update the resource layer so live answers track changes in offers, positioning, documentation, or operating rules.
Context, not citations overload
The visitor gets a clear answer first. Operators can still inspect the underlying setup and test behavior through HEA-World review surfaces.
How HEA keeps retrieval governed
Knowledge grounding works best when the retrieval path is part of an operational lifecycle: collect the right sources, compile them carefully, test them, publish deliberately, and review real conversations.
Select sources
Use website scans, suggested resources, uploaded documents, and owner-selected material.
Build context
Foundry turns source material into summaries and retrieval-ready knowledge blocks.
Match the question
The live HEA pulls the most relevant snippets for the visitor's active intent.
Stay in voice
The HEA combines evidence with its personality, rules, language, and conversation state.
Review and refresh
Playground and conversation review reveal weak spots before the team scales usage.
Foundry and Playground stay central.
This page makes HEA visible to people searching for RAG solutions, but the product remains HEA-World: Foundry builds and refreshes the knowledge, Playground tests the behavior, and the published HEA serves the visitor.
What the owner controls
The owner decides which sources matter, what should be published, and when the HEA is ready for visitors. RAG is useful because it is governed, not because it is hidden.
- Add, include, dismiss, or remove resources from the HEA knowledge base.
- Refresh resources when the website or source material changes.
- Use Playground to test grounded answers before publishing live updates.
- Review conversations to spot missing knowledge, outdated wording, or escalation needs.
Designed for teams who need answers, not RAG plumbing
HEA knowledge grounding is useful when customers, employees, students, or partners ask practical questions and expect answers that reflect the business as it really operates.
Explain offers clearly
Turn positioning, pricing context, service pages, and comparison material into answers that help visitors decide their next step.
Answer policy questions
Ground replies in support expectations, delivery procedures, terms, onboarding guidance, and current operating rules.
Make knowledge conversational
Let visitors explore frameworks, course material, documentation, or advisory knowledge without forcing them through static pages first.
Make your knowledge answerable.
Start with the sources your business already trusts, test the HEA in Playground, and publish a conversational layer that can answer from your knowledge while staying inside your rules.