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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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Beyond RAG: Building an AI Companion with "Deep Memory" using Knowledge Graphs
juandastic profile

Beyond RAG: Building an AI Companion with "Deep Memory" using Knowledge Graphs

#ai #llm #rag
22
Comments 28
7 min read
Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear
sreeni5018 profile

Choosing the Right Vector Embedding Model and Dimension: A School Analogy That Makes Everything Clear

#ai #machinelearning #rag #tutorial
5
Comments 4
5 min read
I Built a pip-installable RAG Chatbot — Chat With Any Document in 3 Lines of Python
lakshmisravyavedantham profile

I Built a pip-installable RAG Chatbot — Chat With Any Document in 3 Lines of Python

#python #ai #langchain #rag
1
Comments
2 min read
Beyond the Context Window: Choosing Between RAG and MCP
alapati_suryapruthvi_955e profile

Beyond the Context Window: Choosing Between RAG and MCP

#ai #llm #mcp #rag
Comments 1
3 min read
I Built Vector-Only Search First. Here's Why I Had to Rewrite It.
rosen_hristov profile

I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

#python #machinelearning #database #rag
1
Comments
4 min read
Dev Log: Building a Secure RAG Agent for 150k Records
seafluxtechnologies profile

Dev Log: Building a Secure RAG Agent for 150k Records

#ai #rag #backend #n8n
1
Comments
3 min read
AI Agents Don’t Scale Like Chatbots
modelin_409b9ef89fbc profile

AI Agents Don’t Scale Like Chatbots

#ai #devops #machinelearning #rag
5
Comments 9
2 min read
Distilling Knowledge into Tiny LLMs
davidmezzetti profile

Distilling Knowledge into Tiny LLMs

#ai #llm #rag #vectordatabase
1
Comments
3 min read
how we built the most advanced ai product planner
singhdevhub profile

how we built the most advanced ai product planner

#ai #rag #programming #product
10
Comments
3 min read
A New Era of Determinism
jackcolquitt profile

A New Era of Determinism

#ai #programming #opensource #rag
6
Comments
8 min read
Brave Search MCP Server Token Optimization
hasmcp-dev profile
HasMCP for HasMCP

Brave Search MCP Server Token Optimization

#bravesearch #mcp #mcpserver #rag
1
Comments
4 min read
I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.
gibbrdev profile

I built a RAG system where hallucinations aren't acceptable. Here's what actually worked.

#ai #beginners #python #rag
Comments
5 min read
RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval
danielrfoster profile

RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval

#ai #rag #llm #machinelearning
7
Comments
3 min read
Multi-agent handoffs eats 40% of effort (here’s the boundary standard that gives it back)
dowhatmatters profile

Multi-agent handoffs eats 40% of effort (here’s the boundary standard that gives it back)

#ai #rag #mcp #programming
Comments
4 min read
Codebase Intelligence
nancy_kataria profile

Codebase Intelligence

#ai #rag #vectordatabase
Comments
1 min read
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