Public Investment Management Intelligence
AI-Powered Access to Global
PIM Knowledge
Search and analyze guidance from leading international institutions. Extract insights from World Bank, IMF, and global best practice documents on public investment management.
Capabilities
What This Platform Offers
Semantic Search
Query across three curated document collections using state-of-the-art vector embeddings and retrieval-augmented generation.
Three Vector Databases
Separate, optimized vector stores for Global PIM Literature, IMF PIMA Reports, and World Bank Public Finance Reviews.
Multi-Format Ingestion
Automatically parse and index PDF, Word (.docx), and text documents with intelligent chunking and metadata extraction.
Collection Analytics
View real-time statistics on each vector database including chunk counts, document coverage, and embedding dimensions.
Multi-Modal RAG
Extract and embed both text and images from documents for comprehensive, multi-modal retrieval and analysis.
AI-Powered Answers
Get contextual, cited answers powered by Claude with source attribution back to the original documents and pages.
Architecture
How It Works
User Query
Natural language question about PIM
Global PIM Literature
12 docs
IMF PIMA Reports
107 docs
World Bank PFRs
316 docs
AI-Generated Answer
With source citations and relevant excerpts
Ready to Explore PIM Knowledge?
Start querying across three comprehensive document collections covering global public investment management practices.