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.
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]
How to use this prompt
1
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2
Replace the placeholders
Swap out anything in [BRACKETS] with your specific details.
3
Paste into GPT-4o
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