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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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Jul 19

How i ditched LangChain to create my own custom RAG

#langchain #rag #llm #python

10 min read

Jul 18

How I Built a RAG System in Rails Using Nomic Embeddings and OpenAI

#rag #openai #ai #rails

2 min read

Abhishek Gautam

Jul 18

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read

Abhishek Gautam

Jul 17

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

drorIvry

Jul 17

🛡️ Paladin-mini: Open-Source Grounding Model That Actually Works in Production

#ai #rag #llm

5 min read

Aptlystar

Jul 16

RAG vs. Fine-Tuning: Which LLM Learning Path Is Right for You?

#rag #finetuning #llm #ai

1 min read

Praveen

Jul 18

Use Cases for HNSW-SQLite Library

#rag #vectordatabase #webdev #programming

2 min read

Jul 12

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

#rag #ai #llm #beginners

2 min read

XIMNET

Jul 16

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

#rag #webdev #ai #chatgpt

5 min read

Brian King for Couchbase

Jul 11

Couchbase Weekly Updates - July 11, 2025

#database #hyperledger #rag #programming

2 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

Chrlie

Jul 14

The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

#rag #finetuning #agentaichallenge #aioverviews

3 min read

sunny

Jul 8

Enterprise AI feature development with LLMs

#ai #webdev #rag #programming

2 min read

Jul 8

AI Startup- Catalyst Program

#ai #machinelearning #rag #opensource

1 min read

Jul 7

Top LLM API Providers in 2025

#llm #ai #api #rag

1 min read

Jul 7

Knowledge Base: The Next Frontier in AI Evaluation and Observability

#ai #llm #rag #machinelearning

3 min read

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

Jul 2

Better than Claude Code

#github #opensource #rag

1 min read

Stephen Nwankwo

Jul 6

Building an MCP Server with RAG Capabilities for Developer Tools

#ai #python #mcp #rag

3 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

Jun 30

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

#ai #python #rag

5 min read

Jul 1

How I Built a RAG Chatbot in 45 Minutes (No Coding!)

#rag #ai #tutorial #beginners

2 min read

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