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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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A hyped memory paper dropped. We didn't adopt it — and that was the point.
asiaostrich profile

A hyped memory paper dropped. We didn't adopt it — and that was the point.

#agents #ai #machinelearning #rag
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3 min read
Taming Unpredictable User Input: Building a RAG Triage Agent in Node.js
omar_lashin_2badc08a1ddf9 profile

Taming Unpredictable User Input: Building a RAG Triage Agent in Node.js

#agents #ai #node #rag
2
Comments
2 min read
Vectorizing Real-Time Kafka Events
pedrop3 profile

Vectorizing Real-Time Kafka Events

#dataengineering #java #postgres #rag
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4 min read
How Modern AI Search Engines Work: Retrieval, Reranking & Routing
poniak-labs profile

How Modern AI Search Engines Work: Retrieval, Reranking & Routing

#ai #rag #machinelearning #search
2
Comments
4 min read
Claude on AWS GA with Managed Agents; LLM Structured Output Robustness; DuckLake SDK for AI Data
soytuber profile
soy

Claude on AWS GA with Managed Agents; LLM Structured Output Robustness; DuckLake SDK for AI Data

#ai #rag #automation
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3 min read
How /search and /ask Work: Local Hybrid RAG with ChromaDB + SQLite FTS5
sviat_barbutsa profile

How /search and /ask Work: Local Hybrid RAG with ChromaDB + SQLite FTS5

#rag #python #ai #database
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10 min read
From RAG to Knowledge Discovery: What Comes Next for Enterprise AI
amising6 profile

From RAG to Knowledge Discovery: What Comes Next for Enterprise AI

#ai #rag #dataengineeringcopilot #python
Comments
3 min read
Building RAG Assistant: A I Built a Desktop RAG Chatbot From Scratch — Here's Everything I Learned
sydney_08 profile

Building RAG Assistant: A I Built a Desktop RAG Chatbot From Scratch — Here's Everything I Learned

#rag #ai #python #beginners
1
Comments
7 min read
🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"

Gemma 4 Challenge: Write about Gemma 4 Submission
hashevolution profile

🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"

#rag #gemma #gemmachallenge #llm
1
Comments
2 min read
Why “Local Document AI” Is Really an OCR + RAG + Local Inference Problem
doc2meaisolutions profile

Why “Local Document AI” Is Really an OCR + RAG + Local Inference Problem

#ai #llm #rag #systemdesign
5
Comments
4 min read
Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)
hashevolution profile

Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)

#rag #llm #aiact #audit
1
Comments
3 min read
AI Agents & Python Workflows: Anthropic Skills, Jupyter Challenges, and Edge Deployment
soytuber profile
soy

AI Agents & Python Workflows: Anthropic Skills, Jupyter Challenges, and Edge Deployment

#ai #rag #automation
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3 min read
Define the state of our agent
maria_josegonzalezantel_80 profile

Define the state of our agent

#agents #ai #career #rag
Comments 1
6 min read
Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me
michaelmiscanuk profile

Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me

#ai #llm #machinelearning #rag
1
Comments
4 min read
Building Modular AI Agent Features with Pydantic AI Capabilities
joxiahdev profile

Building Modular AI Agent Features with Pydantic AI Capabilities

#ai #pydanticai #graphrag #rag
1
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2 min read
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