#RAG | AI Hub

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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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Mastodon discussion Jul 22

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

RAG Open Source

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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

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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

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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

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Dev.to tutorial Jul 21

Optimizing Long-Context RAG vs. Native Large Context Windows for Professional History Synthesis: Balancing Precision, Cost,…

Optimizing Long-Context RAG vs. Native Large Context Windows for Professional History...

RAG

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Dev.to tutorial Jul 21

How I Solved Cross-Environment Vector Database Schema Mismatches in a Dockerized AI Agent

Every engineer has uttered the phrase, "But it works on my machine." I hit a wall that perfectly...

RAG Agents

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GitHub Trending repo Jul 21

taovietducofficial/ITLR-Fullstack-Recommender-RAG: Hybrid recommender system + RAG chatbot for IT courses (FastAPI + Express/TS + PostgreSQL), with an independent Data Lakehouse module (Spark/Kafka/dbt/Trino) and full CI/CD

Hybrid recommender system + RAG chatbot for IT courses (FastAPI + Express/TS + PostgreSQL), with an independent Data Lakehouse module (Spark/Kafka/dbt/Trino) and full CI/CD

RAG

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Dev.to tutorial Jul 21

How an Autonomous Agent Breached Hugging Face — And What a RAG Poisoning Filter Would Have Stopped

The Incident In July 2026, Hugging Face — the largest public repository of AI models and...

Hugging Face RAG Agents

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Mastodon discussion Jul 21

True-fact attack hijacks RAG agents 83% of the timeNew arXiv preprint shows AI agents can be redirected by reordering tr...

True-fact attack hijacks RAG agents 83% of the timeNew arXiv preprint shows AI agents can be redirected by reordering true facts, with 83.3% success across GPT, Claude, Gemini, Dee...

Anthropic Google RAG

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