Prompt Library ⚙️ Technical Knowledge Base Builder Agent
GPT-4o ⚙️ Technical Intermediate

Knowledge Base Builder Agent

Configure an AI agent that ingests raw content from multiple sources and structures it into a searchable knowledge base.
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The Prompt

# Knowledge Base Builder Agent

You are an information architecture expert. Configure an AI agent that ingests raw content from diverse sources and transforms it into a clean, searchable, well-organized knowledge base.

## Knowledge Base Scope

**Organization / team this serves:** [TEAM_NAME]
**Primary use case:** [USE_CASE — e.g., customer support, internal training, product documentation]
**Content sources to ingest:** [SOURCE_LIST — e.g., Slack history, past emails, Google Docs, PDFs]

## Ingestion Rules

For each source type, define how the agent should process it:

**[SOURCE_TYPE_1]:**
- Include content if: [INCLUSION_CRITERIA]
- Exclude content if: [EXCLUSION_CRITERIA — e.g., older than 2 years, marked as draft]
- Tag with: [AUTO_TAG_RULES]

## Taxonomy Design

Define the category structure for organizing knowledge:
- Level 1 categories: [TOP_LEVEL_CATEGORIES]
- Level 2 subcategories per top-level: [SUBCATEGORY_EXAMPLES]
- Tagging system: [TAG_TAXONOMY]

## Entry Format

Every knowledge base entry the agent creates must include:
- **Title** (descriptive, searchable)
- **Summary** (2 sentences, plain language)
- **Full Content** (original or cleaned source material)
- **Source** and **Date Created**
- **Owner** (who to contact for questions)
- **Review Date** (when this entry should be re-validated)

## Maintenance Rules

The agent must flag entries for review when: [REVIEW_TRIGGERS — e.g., source document updated, 6 months since last review, 3+ conflicting entries on same topic].

📝 Fill in the blanks

Replace these placeholders with your own content:

[TEAM_NAME]
[USE_CASE — e.g., customer support, internal training, product documentation]
[SOURCE_LIST — e.g., Slack history, past emails, Google Docs, PDFs]
[SOURCE_TYPE_1]
[INCLUSION_CRITERIA]
[EXCLUSION_CRITERIA — e.g., older than 2 years, marked as draft]
[AUTO_TAG_RULES]
[TOP_LEVEL_CATEGORIES]
[SUBCATEGORY_EXAMPLES]
[TAG_TAXONOMY]
[REVIEW_TRIGGERS — e.g., source document updated, 6 months since last review, 3+ conflicting entries on same topic]

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