microfinance

Articles about microfinance

1. Article · AI Agents

   Selecting the Right Embedding Model for Microfinance: An Enterprise Multi-Agent RAG Approach to Repayment Tracking

   Selecting the right embedding model is the most critical architectural decision when building RAG systems for specialized domains like microfinance. By choosing BGE-M3, we ensured our system could handle the multilingual, long-context, and asymmetric nature of field officer notes.

   Tuhin PaulSep 212,6601,000
   
2. Article · AI Agents

   Validating Robust Tool Calling in LangChain for Microfinance Repayment Tracking

   Validating tool calling in LangChain for enterprise microfinance required moving beyond simple prompt engineering. By implementing strict Pydantic schemas, we established a hard boundary for data types. More importantly, by integrating a self-correction loop within LangGraph, we transformed inevitable LLM hallucinations into manageable, auto-correctable events.

   Tuhin PaulSep 184,2551,000
   
3. Article · AI Agents

   Beyond Linear Pipelines: Why LangGraph Powers Enterprise Fraud Detection in Microfinance Repayment Tracking

   The transition from plain LangChain to LangGraph was not just a technical upgrade; it was a fundamental requirement for enterprise fraud detection in microfinance. Plain chains force a linear, rigid path that breaks down when faced with the ambiguity of real-world financial fraud.

   Tuhin PaulSep 184,4661,000
   
4. Article · Langchain

   Dual-Track Evaluation for Microfinance Repayment Recommendations: Online Safety Gates & Offline Policy Optimization with LangGraph

   Dual-track evaluation for microfinance: Online safety gates & offline policy optimization with LangGraph for safer, sustainable repayment.

   Tuhin PaulAug 122,8591,000