Write a professional report in a {{tone}} tone for {{target_audience}} (project managers in climate-tech) that designs a RAG-powered Training Assistant agent for building partnerships using pgvector. Maximum 1400 words.

- Report sections: Executive Summary, Key Findings, Detailed Analysis (Knowledge Base Design, Embedding Pipeline, Retrieval Strategy, Agent Prompt Architecture, Conversation Flow, Quality Assurance, Production Deployment), Recommendations, Next Steps.
- Constraints: All recommendations must be specific to climate-tech and partnerships. Use plain language. Skip any section if information is unknown. Do not include generic advice.

Paste any relevant background information after these instructions before running.