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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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Cover image for 🎉 8,215+ downloads in just 30 days!

Saji John Miranda

Apr 12

🎉 8,215+ downloads in just 30 days!

#ai #machinelearning #aiops #rag

1 min read

foxgem

May 16

Architectural Strategies for External Knowledge Integration in LLMs: A Comparative Analysis of RAG and CAG

#ai #llm #rag #programming

14 min read

Sravan v J

Apr 11

When Your AI Agent Lies to You: Tackling Real-World LLM Hallucinations

#hallucination #ai #llm #rag

16 min read

Apr 24

LLM Agent Architecture for Scalable Company Summaries

#openai #rag #programming #ai

4 min read

Tutty

May 14

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

#rag #gpt

1 min read

Ngonidzashe Nzenze

May 14

Building an AI Anime Suggestion Tool with LangChain and Streamlit

#python #langchain #rag #tutorial

13 min read

Apr 10

How to move beyond Vibe Checking

#ai #rag #machinelearning #llm

3 min read

Cover image for Fixing the Agent Handoff Problem in LlamaIndex's AgentWorkflow System

Peng Qian

Apr 10

Fixing the Agent Handoff Problem in LlamaIndex's AgentWorkflow System

#ai #llm #rag #programming

14 min read

May 13

𝐀 𝐅𝐮𝐥𝐥𝐲 𝐋𝐨𝐜𝐚𝐥 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭 𝐔𝐬𝐢𝐧𝐠 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 & 𝐂𝐡𝐫𝐨𝐦𝐚𝐃𝐁

#ai #rag #streamlit #chromadb

2 min read

Cover image for All Data and AI Weekly #184 - April 07, 2025

Apr 7

All Data and AI Weekly #184 - April 07, 2025

#apachenifi #apacheiceberg #rag #genai

2 min read

Apr 7

Processing data with “Data Prep Kit” (part 2)

#rag #vectordatabase #milvus #llm

8 min read

Apr 11

Beyond Basic Practice: Creating the JobSage AI Interview Simulator with Gemini & Embeddings

#ai #gemini #rag #vectordatabase

5 min read

Jun 7

Step-by-Step: Build Your First RAG Chatbot Fast

#programming #rag #llm #ai

7 min read

Cover image for RAG+RAGAS+LangChain+FAISS+OpenAI

May 13

RAG+RAGAS+LangChain+FAISS+OpenAI

#rag #machinelearning #ai #openai

2 min read

Priyadharshini Selvaraj

Jun 7

RAG and LangChain Basics

#ai #rag #langchain #llm

4 min read

Cover image for Serverless RAG Chat with AppSync Events and Bedrock Knowledge Bases

Zied Ben Tahar for AWS Community Builders

May 9

Serverless RAG Chat with AppSync Events and Bedrock Knowledge Bases

#appsync #bedrock #rag #powertools

11 min read

Cover image for Part 2: AI Agent Truly Intelligent?

Apr 6

Part 2: AI Agent Truly Intelligent?

#ai #agentaichallenge #llm #rag

2 min read

Cover image for Part 3: How TrustGraph's Knowledge Cores End the Memento Nightmare

Daniel Davis for TrustGraph

Apr 28

Part 3: How TrustGraph's Knowledge Cores End the Memento Nightmare

#ai #aiops #opensource #rag

3 min read

Apr 4

Crawling web sites using “Data Prep Kit”

#llm #rag #aiagent #parquet

4 min read

Sathish

Apr 3

Embeddings Demystified: Math, Meaning & Machines

#llm #rag #ai #nlp

3 min read

Cover image for 🌟 Demystifying Amazon Nova: AWS's Powerful New Family of AI Models

Venkata Pavan Vishnu Rachapudi for AWS Community Builders

May 7

🌟 Demystifying Amazon Nova: AWS's Powerful New Family of AI Models

#aws #ai #rag #machinelearning

5 min read

Chris Were

Apr 3

[Feedback wanted] Connect user data to AI with PersonalAgentKit for LangGraph

#langchain #openai #rag

1 min read

Cover image for Smarter RAG Systems with Graphs

Abdelkader Boudih

May 6

Smarter RAG Systems with Graphs

#graphdb #rag #vectordatabase #llm

4 min read

Cover image for Your GenAI system is only as smart as its retrieval layer.

Dan Shalev for FalkorDB

Apr 16

Your GenAI system is only as smart as its retrieval layer.

#rag #ai #python

1 min read

yang yaru

Jun 4

Retrieval Technique Series-3.Why Do Logging Systems Primarily Use LSM Trees Instead of B+ Trees?

#datastructures #database #rag

2 min read

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