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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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What’s Actually Making Your LLM Costs Skyrocket?
clickit_devops profile

What’s Actually Making Your LLM Costs Skyrocket?

#llm #ai #rag
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2 min read
Are We Over-Engineering LLM Stacks Too Early?
prashanth_boovaragavan_98 profile

Are We Over-Engineering LLM Stacks Too Early?

#discuss #ai #programming #rag
Comments 1
2 min read
Building Hybrid Search for RAG: Combining pgvector and Full-Text Search with Reciprocal Rank Fusion
lpossamai profile

Building Hybrid Search for RAG: Combining pgvector and Full-Text Search with Reciprocal Rank Fusion

#ai #python #postgres #rag
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6 min read
Building a Production RAG Server with Ollama, Open WebUI and Chroma DB
chribonn profile

Building a Production RAG Server with Ollama, Open WebUI and Chroma DB

#llm #rag #ai #tutorial
Comments
1 min read
Medicine Encyclopedia 2.0: Stop Guessing and Start Scanning with Multimodal RAG
beck_moulton profile

Medicine Encyclopedia 2.0: Stop Guessing and Start Scanning with Multimodal RAG

#rag #webdev #ai #python
1
Comments
4 min read
New here - Full Stack Engineer
justin_elliott_129e94b025 profile

New here - Full Stack Engineer

#backend #python #rag #systemdesign
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1 min read
From Paper Trails to Health Insights: Building a Personal EHR Semantic Search Engine with Hybrid Search
wellallytech profile

From Paper Trails to Health Insights: Building a Personal EHR Semantic Search Engine with Hybrid Search

#machinelearning #python #ai #rag
1
Comments
4 min read
Stop Paying for APIs: Build a 100% Local AI Auditor with Python & Llama 3
espfra95 profile

Stop Paying for APIs: Build a 100% Local AI Auditor with Python & Llama 3

#ai #rag #python #automation
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4 min read
Reducing OCR Cost in RAG Pipelines with Page-Level Detection
yuvaraj3855 profile

Reducing OCR Cost in RAG Pipelines with Page-Level Detection

#ai #rag #machinelearning #nlp
Comments
1 min read
Graph RAG and Agentic RAG: The Next Evolution of Retrieval
soumia_g_9dc322fc4404cecd profile

Graph RAG and Agentic RAG: The Next Evolution of Retrieval

#agents #ai #llm #rag
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16 min read
RAG and Vector Databases: Should You Actually Care in 2026?
soumia_g_9dc322fc4404cecd profile

RAG and Vector Databases: Should You Actually Care in 2026?

#ai #database #llm #rag
Comments
12 min read
Building a Chat Assistant Using Elasticsearch as a Vector Database
divyasree_madduri_84f8543 profile

Building a Chat Assistant Using Elasticsearch as a Vector Database

#elasticsearch #vectorsearch #ai #rag
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1 min read
Building a RAG-Based AI Chatbot Backend with Node.js (Serverless)
mussadiq_ali_dev profile

Building a RAG-Based AI Chatbot Backend with Node.js (Serverless)

#rag #ai #learning #nlp
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2 min read
Building Production RAG Without LangChain
chunkytortoise profile

Building Production RAG Without LangChain

#python #ai #rag #machinelearning
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6 min read
How to build a knowledge graph for AI
mgyles profile

How to build a knowledge graph for AI

#knowledgegraph #ai #agents #rag
12
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12 min read
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