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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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Build an End-to-End Smart Semantic Search App Using LangChain
icarax profile

Build an End-to-End Smart Semantic Search App Using LangChain

#langchain #ai #rag #search
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4 min read
Building a Biomedical GraphRAG Inference System: Comparing LLM-Only, Basic RAG, and GraphRAG Pipelines
kavyanjali_lingam profile

Building a Biomedical GraphRAG Inference System: Comparing LLM-Only, Basic RAG, and GraphRAG Pipelines

#showdev #architecture #llm #rag
1
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3 min read
Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's View
airtruffle profile

Applying RAG Architectures to Travel Knowledge Bases: A Practitioner's View

#rag #traveltechnology #knowledgemanagement #retrievalaugmentedgeneration
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7 min read
LLM Prompting, AI-Generated Code Discussions & Python Workflow Automation
soytuber profile
soy

LLM Prompting, AI-Generated Code Discussions & Python Workflow Automation

#ai #rag #automation
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3 min read
# Meet Hippo 🦛: A Python Native Alternative to Ollama for Local LLM Management
zhangzeyu profile

# Meet Hippo 🦛: A Python Native Alternative to Ollama for Local LLM Management

#python #pgaichallenge #ai #rag
1
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6 min read
The cracked mirror: why AI hallucination is structural, not a bug
thousand_miles_ai profile

The cracked mirror: why AI hallucination is structural, not a bug

#discuss #ai #llm #rag
1
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6 min read
RAG Series (17): Agentic RAG — Giving the Agent Control Over Retrieval
wonderlab profile

RAG Series (17): Agentic RAG — Giving the Agent Control Over Retrieval

#ai #rag #ragas #langchain
1
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7 min read
Building RAG Pipelines That Actually Work: Lessons from Microsoft Copilot
kennedyraju55 profile

Building RAG Pipelines That Actually Work: Lessons from Microsoft Copilot

#python #rag #ai #mojo
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9 min read
LLM Agent Workflows: Local AI Support, Prompt Tooling, & Claude Code API Costs
soytuber profile
soy

LLM Agent Workflows: Local AI Support, Prompt Tooling, & Claude Code API Costs

#ai #rag #automation
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4 min read
RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)
system_rationale profile

RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)

#ai #llm #rag #systemdesign
3
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2 min read
Gemini API File Search: Enhanced Multimodal Capabilities with Embedding 2, Including Open-Source LINE Bot Implementation
evanlin profile

Gemini API File Search: Enhanced Multimodal Capabilities with Embedding 2, Including Open-Source LINE Bot Implementation

#api #gemini #llm #rag
13
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11 min read
A 60-line Redis sink for ragvitals: production drift in the same Redis you already run

Redis AI Challenge: Beyond the Cache
mukundakatta profile

A 60-line Redis sink for ragvitals: production drift in the same Redis you already run

#redischallenge #redis #ai #rag
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5 min read
Build Your First AI Search in 30 Minutes: A Complete RAG Tutorial
qudratullahdev profile

Build Your First AI Search in 30 Minutes: A Complete RAG Tutorial

#rag #ai #python #machinelearning
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4 min read
Your RAG Chatbot Lies Because You're Chunking Wrong
southwestmogrown profile

Your RAG Chatbot Lies Because You're Chunking Wrong

#rag #python #llm #ai
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4 min read
RAG Is Not a Vector Database Pattern
kinshuk_dutta_f7e271006a6 profile

RAG Is Not a Vector Database Pattern

#ai #machinelearning #rag #devtools
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4 min read
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