#RAG

Mastodon discussion Jul 25

HyGRL targets multi-entity RAG with hybrid graph reasoningHyGRL, a new arXiv paper from Beijing Institute of Technology,...

HyGRL targets multi-entity RAG with hybrid graph reasoningHyGRL, a new arXiv paper from Beijing Institute of Technology, blends text with knowledge graphs to answer multi-entity qu...

RAG

9

Dev.to tutorial Jul 25

Ask me anything (RAG)

This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built At LASU,...

Google RAG

12

Dev.to tutorial Jul 25

RAG Explained: How to Give Your LLM a Memory It Can Actually Trust

You're building a chatbot for a company's internal documentation — hundreds of pages of engineering...

LLM RAG

12

Dev.to tutorial Jul 25

When Good RAG Systems Fail (And How Production Teams Prevent It)

"We Finally Did It" 👦 Nephew: Uncle! We finally did it. Precision is high. Recall is high....

RAG

12

Dev.to tutorial Jul 25

You probably don't need a vector database for agent memory

Every guide to giving an AI agent memory starts the same way. Pick an embedding model, stand up a...

RAG

12

Dev.to tutorial Jul 24

AI builder essentials: tokens, context windows and RAG 101

Tokens are an important foundational concept that underlie how we interact with LLMs. @greggyb and...

RAG

33

Dev.to tutorial Jul 24

RAG Chunking Strategy: How to Preserve Context Instead of Destroying It

Every retrieval-augmented generation system eventually comes down to one uncomfortable truth: the...

RAG

12

Dev.to tutorial Jul 24

Qdrant vs Pinecone: Self-Hosted Vector Search for Production RAG

If you're building a production retrieval-augmented generation (RAG) system, the Qdrant vs Pinecone...

RAG

12

Mastodon discussion Jul 24

Watch Now: https://zurl.co/9qezZWhat Are Vector Search Data Actions in Salesforce Data Cloud? Complete Guide #Salesforce...

Watch Now: https://zurl.co/9qezZWhat Are Vector Search Data Actions in Salesforce Data Cloud? Complete Guide #Salesforce #SalesforceDataCloud #VectorSearch #DataActions #Agentforce...

RAG

18

Dev.to tutorial Jul 24

How Do You Know Your RAG Actually Works?

It's Working Really Well(phase 5A) 👦 Nephew: Uncle, good news. I added reranking, the...

RAG

28

Dev.to tutorial Jul 24

Spark 4.2 Added Native Vector Search: Do You Still Need a Vector Database?

Apache Spark 4.2 brings vector similarity search into SQL with new primitives like NEAREST BY. Here's what it actually does, when it can replace a dedicated vector database, and wh...

RAG

12

Mastodon discussion Jul 24

Локальная RAG-система на Go, PostgreSQL и Ollama без облачных APIRAG уже стал стандартным способом научить LLM работать ...

Локальная RAG-система на Go, PostgreSQL и Ollama без облачных APIRAG уже стал стандартным способом научить LLM работать с собственными документами без дорогостоящего дообучения. Но...

LLM RAG

9

Dev.to tutorial Jul 24

SQLite + Vector Search: The Dependency-Free AI Memory Stack

SQLite + Vector Search: The Dependency-Free AI Memory Stack Why are AI engineers moving from bloated...

RAG

12

GitHub Trending repo Jul 23

bestdeejay-design/awesome-ai-handbook: A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learning, AI agents, and local AI tools.

A practical guide to AI: from running your first local model to building your own agents. 52 files covering LLMs, Ollama, RAG, prompt engineering, machine learning, AI agents, and ...

RAG

41

Dev.to tutorial Jul 23

RAG Database Design: SQL, Full-Text Search, Vector Search, and Context Retrieval

A practical RAG database design guide covering SQL, BM25, vector search, reranking, security, cost, and locality-aware context retrieval.

RAG

12

Dev.to tutorial Jul 23

Building a RAG Chatbot with FastAPI and ChromaDB (that runs locally, no API key)

Everyone wants a chatbot that can answer questions from their own documents — a company handbook, a...

RAG API

12

Dev.to tutorial Jul 23

Where Does RAG Actually Cost You Money? I Decided to Stop Guessing.

RAG has become my current obsession. Every day I dig one layer deeper into my own pipeline, and...

RAG

33

Dev.to tutorial Jul 23

Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI Search

Building a reliable RAG system is not about connecting an LLM to a vector database. It requires a...

RAG

12

Mastodon discussion Jul 23

This is a very good book: brief, information rich and you can use the code for production if you must.#RAG #LLM #GraphRA...

This is a very good book: brief, information rich and you can use the code for production if you must.#RAG #LLM #GraphRAG #AIhttps://a.co/d/06Xrz8iG

LLM RAG

9

Dev.to tutorial Jul 23

Ditch Naive Chunking: Late Chunking RAG in Spring AI

Ditch Naive Chunking: Late Chunking RAG in Spring AI Naive text chunking breaks your RAG...

RAG

12

Mastodon discussion Jul 22

We are finishing our open source RAG, free like real estate.#rag #opensource #ai #loweffort

We are finishing our open source RAG, free like real estate.#rag #opensource #ai #loweffort

RAG Open Source

9

Dev.to tutorial Jul 22

Building Production-Ready RAG Applications: A Practical Guide

A comprehensive guide covering data ingestion, retrieval optimization, and evaluation strategies to take your RAG system from prototype to production.

RAG

12

Mastodon discussion Jul 22

Mastering RAG: A Practical GuideUnlock the potential of Retrieval-Augmented Generation for AI models with our comprehens...

Mastering RAG: A Practical GuideUnlock the potential of Retrieval-Augmented Generation for AI models with our comprehensive guidehttps://ai-blog-seven-wine.vercel.app/en/posts/2026...

RAG

18

NewsData.io news Jul 22

Google boosts AlloyDB vector search with HNSW preview

Throughput for AI vector searches can rise fourfold on AlloyDB, as Google's preview aims to cut latency without changing pgvector code.

Google RAG

21