Document Sources
| Source | Docs | Use Case |
|---|---|---|
| LMA Core Documents | 15 | Facility agreements, guides, templates |
| Africa-Specific Documents | 3 | Kenya, Nigeria, Tanzania, Uganda, Zambia, OHADA |
| SBTi Net-Zero Standard V2 | 1 | Science-based target validation |
| Paris Agreement | 1 | Article 2, 4, 6, 9, 13 alignment |
LMA Core Documents (15)
These documents are indexed via Pinecone for semantic clause search. All sourced directly from lma.eu.com.
GuideLMA Guide to Syndicated Loans
ReferenceLMA LSTA Glossary of Terms (2014)
GuideLMA Users Guide to Primary Documents
GuideACT Borrower's Guide (Investment Grade)
GuideACT Borrower's Guide (RFRs)
GuideACT and LMA LIBOR Guide
GuideUsers Guide (Leveraged Acquisition Finance)
TemplateCompounded SOFR Facility Agreement (Markup)
TemplateCompounded SONIA Facility Agreement (Markup)
TemplateITPP Facility Agreement (Markup)
TemplateSingle Currency Revolving (Developing Markets)
BriefingLMA Briefing - UK Mid-Market Trends
LegalContractual Interpretation (Arnold v Britton)
GreenGreen Loan Principles (Mar 2025)
SLLSLL Principles (Mar 2025)
Africa-Specific Documents (3)
Documents focused on African markets, legal frameworks, and renewable energy financing.
EnergyAfrica and Renewables
Vector Search Implementation
Embeddings
- • Model: BGE-small-en
- • Dimension: 384
- • Chunking: 500 tokens with overlap
Vector Database
- • Provider: Pinecone
- • Index: LMA clause vectors
- • Metadata: clause type, doc type, source
💎Semantic Search
The knowledge base enables semantic search across all indexed documents, allowing users to find relevant clauses and provisions based on meaning rather than exact keyword matches.