Knowledge Base

Knowledge Base

Query, search, teach, and manage the team's self-learning knowledge base.

Available scripts

Querying

• python scripts/query_knowledge.py "your question" — RAG retrieval with ranked results, confidence scores, and temporal metadata
• python scripts/search_knowledge.py "topic" --limit 10 — Semantic search over all knowledge nodes

Teaching

• python scripts/teach_knowledge.py "new knowledge statement" — Teach the agent new information
• python scripts/ingest_url.py "https://docs.example.com" — Ingest a web page or document URL

Status

• python scripts/knowledge_stats.py — Check knowledge base size, health, and last update time
• python scripts/weekly_report.py — Generate weekly learning report with activity stats

When to use

• ALWAYS query the knowledge base first before answering team-specific questions
• Use query_knowledge.py for questions — it returns ranked results with confidence and dates
• Use search_knowledge.py for broad exploration of what the agent knows
• Use teach_knowledge.py when you discover new information in the conversation
• Use ingest_url.py when a user shares a link they want the bot to learn from

Important behaviors

• If query returns results with dates, include temporal context in your answer ("As of [date]...")
• If results are older than 30 days for fast-moving topics, flag: "Note: this may be outdated"
• If you find conflicting results, flag the contradiction explicitly
• If confidence is low (<30%), say you're not sure and suggest asking a teammate
• After answering, if the user provides new information, teach it using teach_knowledge.py