Coverage
Include current material relevant to real questions.
Yasnora AI / Guide
PRACTICAL GUIDE
A source-backed answer starts with useful sources.
Learn how retrieval-augmented generation connects document search with an AI answer, and how to test whether the connection is useful.
WHAT TO CONSIDER
Focus on what matters
Retrieval
Check which passages are found before judging the wording of an answer.
Verification
Open cited sources and test questions the collection cannot answer.
STEP BY STEP
Put it into practice
Start with a small example. Clarify requirements and review the result before using it.
- 01
Build a question set
Include direct, ambiguous and unanswerable questions.
- 02
Prepare references
Identify the expected source passage for each answer.
- 03
Test permissions
Include documents a user must not see.
- 04
Review results
Assess retrieved context and generated answers separately.
EXAMPLE WORKFLOW
An illustrative task
An illustrative example using fictional data. It demonstrates an approach, not a real customer result.
Ask which policy section defines an approval threshold.
Possible result structure
Expected source and section → retrieved passage → answer comparison → any missing or conflicting evidence.
QUESTIONS AND ANSWERS
Before you begin
How should I start?
Include direct, ambiguous and unanswerable questions.
What should I check before using the result?
Assess retrieved context and generated answers separately.
What access and limits apply?
RAG does not guarantee truth or completeness. A knowledge graph is a separate capability, not proof that answers are correct. Source freshness and permissions remain essential.
EXPLORE FURTHER
Related capabilities and reading
START WITH ONE TASK
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