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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 🧠Building neuro-symbolic AI Alone... Help is welcome

Mak Sò

Aug 7

🧠Building neuro-symbolic AI Alone... Help is welcome

#ai #opensource #machinelearning #rag

3 min read

Cover image for Don’t Stop at RAG. AGENTIC RAG Actually Gets Things Done

Jul 12

Don’t Stop at RAG. AGENTIC RAG Actually Gets Things Done

#rag #ai #llm #beginners

2 min read

Cover image for The What, Why and How of Retrieval Augmented Generation (RAG)

XIMNET

Jul 16

The What, Why and How of Retrieval Augmented Generation (RAG)

#rag #webdev #ai #chatgpt

5 min read

Jul 11

I’m non-technical, tried to add RAG to my AI agent… and ended up building a tool that does that

#rag #api #startup #ai

2 min read

Jul 11

Creating Synthetic Dialogues using RAG and Gemini

#gemini #rag #ai #python

6 min read

Cover image for Multi-model RAG with LangChain

Mark Gyles for SurrealDB

Aug 13

Multi-model RAG with LangChain

#langchain #rag #surrealdb #llm

10 min read

Cover image for RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)

AngelloFD

Jul 22

RAG Reality Check: My Unfiltered Journey from Zero to Implementation (and What I Learned)

#rag #programming #learning #myexperience

6 min read

Cover image for AI Startup- Catalyst Program

Jul 8

AI Startup- Catalyst Program

#ai #machinelearning #rag #opensource

1 min read

Jul 31

RAG to Riches: Transforming AI with Smarter Context

#ai #rag #learning

5 min read

Cover image for Still RAG‑ing in 2025? Use this periodic table instead

Jul 20

Still RAG‑ing in 2025? Use this periodic table instead

#ai #aiops #rag #machinelearning

3 min read

Cover image for Introduction to AI Agents: Building Your First Chatbot with Flowise and LangChain

Oluwaseun Robert

Aug 10

Introduction to AI Agents: Building Your First Chatbot with Flowise and LangChain

#ai #rag #langchain #chatgpt

8 min read

Jul 7

Knowledge Base: The Next Frontier in AI Evaluation and Observability

#ai #llm #rag #machinelearning

3 min read

Cover image for Build a Local AI RAG App with Ollama and Python

Austin Cunningham

Jul 10

Build a Local AI RAG App with Ollama and Python

#python #ai #rag #ollama

3 min read

Jul 5

Refactoring RAG PDFBot: Modular Design with LangChain, Streamlit and ChromaDB

#llm #rag #langchain #chromadb

4 min read

Aug 7

What Is RAG and How to Implement It ?

#ai #llm #rag #tutorial

7 min read

Cover image for 🧠Can AI Learn to Care?

Mak Sò

Aug 16

🧠Can AI Learn to Care?

#ai #opensource #machinelearning #rag

4 min read

Cover image for Unlock LLM Potential

Aug 6

Unlock LLM Potential

#rag #mcp #ai #beginners

3 min read

Cover image for 🔥 Build a RAG Chatbot That Talks to Your Documents Using Python (Gemma + Qdrant + Docling)

Aug 6

🔥 Build a RAG Chatbot That Talks to Your Documents Using Python (Gemma + Qdrant + Docling)

#programming #ai #rag #beginners

1 min read

Jul 31

My Local/Remote LLM Studio — watsonx.ai and Ollama (part 1)

#watsonx #llm #rag #milvus

18 min read

Ertugrul

Aug 4

🧠 Building a Local PDF Summarizer with LLMs — In Under 24 Hours

#llm #rag #python #streamlit

3 min read

Cover image for Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

Dave MacLeod for SurrealDB

Aug 4

Beyond basic RAG: Building a multi-cycle reasoning engine on SurrealDB

#vectordatabase #surrealdb #python #rag

14 min read

Jul 1

Auto Mission – An AI-Powered HR Assistant Built with Langflow

#rag #ai #gemini #langflow

1 min read

Jul 5

Maximize Your Documents: Exploring the Advantages of Full OCR of PDF files and chat with your documents!

#docling #rag #milvus #watsonx

41 min read

Cover image for How to Develop AI with Retrieval-Augmented Generation (RAG)

Jun 30

How to Develop AI with Retrieval-Augmented Generation (RAG)

#ai #python #rag

5 min read

Cover image for Comprehending Vector Search [LLM-A2]

anup s

Jun 30

Comprehending Vector Search [LLM-A2]

#llm #genai #rag #python

4 min read

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