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#rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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How to Secure a Custom AI Application: From Prompt Injection to Data Leakage

How to Secure a Custom AI Application: From Prompt Injection to Data Leakage

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5 min read
Code While You Take a Breath

Code While You Take a Breath

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10 min read
I Built a RAG Chatbot Platform With Java Spring Boot and Next.js

I Built a RAG Chatbot Platform With Java Spring Boot and Next.js

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3 min read
I don't write code. Here's how I finally understood RAG.

I don't write code. Here's how I finally understood RAG.

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8 min read
Building an Agentic Fraud Investigation Engine with TigerGraph & LangGraph: Our Hacker House Goa Journey

Building an Agentic Fraud Investigation Engine with TigerGraph & LangGraph: Our Hacker House Goa Journey

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4 min read
Building FraudGraph AI: Agentic Fraud Investigation with TigerGraph and GraphRAG

Building FraudGraph AI: Agentic Fraud Investigation with TigerGraph and GraphRAG

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3 min read
Building an Agentic GraphRAG Fraud Investigation System with TigerGraph

Building an Agentic GraphRAG Fraud Investigation System with TigerGraph

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7 min read
From Fraud Alert to Defensible Action: Building an Agentic Fraud Investigation System with TigerGraph

From Fraud Alert to Defensible Action: Building an Agentic Fraud Investigation System with TigerGraph

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13 min read
Building an Agentic Fraud Investigation Agent with TigerGraph

Building an Agentic Fraud Investigation Agent with TigerGraph

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11 min read
I built a RAG system to stop hallucinating. Then it started ghosting me.

I built a RAG system to stop hallucinating. Then it started ghosting me.

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6 min read
TigerAttack: Building an Evidence-Grounded Fraud Investigation Agent with TigerGraph, GraphRAG & MCP

TigerAttack: Building an Evidence-Grounded Fraud Investigation Agent with TigerGraph, GraphRAG & MCP

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6 min read
Bulk YouTube transcript extraction for AI pipelines: what breaks at scale

Bulk YouTube transcript extraction for AI pipelines: what breaks at scale

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4 min read
Enforce Permissions Inside the pgvector Query, Not After It

Enforce Permissions Inside the pgvector Query, Not After It

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5 min read
Sahayak — An AI Legal Assistant That Says "I Don't Know" When It Should

Sahayak — An AI Legal Assistant That Says "I Don't Know" When It Should

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2 min read
Choosing Amazon Bedrock Managed Knowledge Bases: An Architecture Decision in My RAG Application

Choosing Amazon Bedrock Managed Knowledge Bases: An Architecture Decision in My RAG Application

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9 min read
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