#RAG

Mastodon discussion Sep 22

Researchers proposed Representation-based Federated RAG (FedRepRAG) to address decentralized RAG limitations.Source: arX...

Researchers proposed Representation-based Federated RAG (FedRepRAG) to address decentralized RAG limitations.Source: arXiv cs.CLhttps://arxiv.org/abs/2609.22162#MachineLearning

RAG

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Dev.to tutorial Sep 22

Cheap RAG in Go with Gemini File Search: no vector DB, two calls, one hosted store

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

Google RAG

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Mastodon discussion Sep 22

Moving past basic RAG: Learn how to equip AI agents with industrial-grade web intelligence using the Bright Data connect...

Moving past basic RAG: Learn how to equip AI agents with industrial-grade web intelligence using the Bright Data connector via Vinkius.#ai #agents #webdev #mcp #software #coding #d...

RAG

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Mastodon discussion Sep 21

Most developers build #RAG for semantic similarity. But similar ≠ relevant!Your coding agent can retrieve documents that...

Most developers build #RAG for semantic similarity. But similar ≠ relevant!Your coding agent can retrieve documents that match the prompt word-for-word - without actually getting t...

RAG

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Dev.to tutorial Sep 21

Why Does RAG Miss Information That's Clearly in the Document?

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

RAG

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Mastodon discussion Sep 21

How I built an open-source, serverless multi-agent architecture using Gemini and RAG to automate web accessibility verif...

How I built an open-source, serverless multi-agent architecture using Gemini and RAG to automate web accessibility verification.#ai #webdev #opensource #gcp #software #coding #deve...

Google RAG Open Source

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Dev.to tutorial Sep 21

Building an Internal AI Assistant on AWS: A Production-Ready RAG Architecture with Amazon Bedrock

AI is becoming an increasingly important part of how organizations handle day to day work. But...

RAG

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Mastodon discussion Sep 21

Building an Internal AI Assistant on AWS: A Production-Ready RAG Architecture with Amazon Bedrock#ai #aws #rag #software...

Building an Internal AI Assistant on AWS: A Production-Ready RAG Architecture with Amazon Bedrock#ai #aws #rag #software #coding #development #engineering #inclusive #communityBuil...

RAG

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Mastodon discussion Sep 21

Long context in RAG enhances medical QA efficacy.🔍 "Lost-in-the-middle" impacts model output🧠 74.7% conflict resolution ...

Long context in RAG enhances medical QA efficacy.🔍 "Lost-in-the-middle" impacts model output🧠 74.7% conflict resolution in LLMs🚀 Accuracy boost: Mixtral-7x8b: 57.66% -> 60.41%#LLM ...

RAG

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Mastodon discussion Sep 21

ICYMI: Explaining retrieval-augmented generation: Retrieval-augmented generation (RAG) makes a language model fetch docu...

ICYMI: Explaining retrieval-augmented generation: Retrieval-augmented generation (RAG) makes a language model fetch documents before it answers. How the pipeline works, where it fa...

LLM RAG

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Mastodon discussion Sep 21

ИИ: личный опыт без хайпа. Часть 0. Термины, связи и устройствоLLM, агенты, RAG, MCP, Skills, память, промты и harness ч...

ИИ: личный опыт без хайпа. Часть 0. Термины, связи и устройствоLLM, агенты, RAG, MCP, Skills, память, промты и harness часто обсуждают по отдельности. Из-за этого одни и те же слов...

LLM RAG MCP

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Mastodon discussion Sep 21

Как ускорить ИИ-агента с RAG в проде и не слить бюджет: кэшируем ответы на примере ИИ-консультантаКак ускорить ИИ-агента...

Как ускорить ИИ-агента с RAG в проде и не слить бюджет: кэшируем ответы на примере ИИ-консультантаКак ускорить ИИ-агента с RAG в проде и не слить бюджет: на примере ИИ-консультанта...

RAG

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Mastodon discussion Sep 21

Note: This tutorial picks up where Chroma's official quick start guide leaves off. So you've...#llm #nlp #rag #tutorial ...

Note: This tutorial picks up where Chroma's official quick start guide leaves off. So you've...#llm #nlp #rag #tutorial #software #coding #development #engineering #inclusive #comm...

LLM RAG

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YouTube video Sep 20

Vektör veritabanı olmadan RAG olur mu? PageIndex olur diyor. #ai #yapayzeka #ainews

PageIndex, vektör veritabanı ve doküman parçalama (chunking) kullanmadan çalışan, akıl yürütmeye dayalı bir RAG sistemi.

RAG

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Mastodon discussion Sep 20

How I Debugged a KV-Cache Offloading Bug in vLLM LLM inference performance is often...#ai #rag #kubernetes #llm #softwar...

How I Debugged a KV-Cache Offloading Bug in vLLM LLM inference performance is often...#ai #rag #kubernetes #llm #software #coding #development #engineering #inclusive #communityHow...

LLM RAG

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Mastodon discussion Sep 20

Started building a reranker CLI on top of Jev for the obvious reason: get the relevant documents to...#ai #rag #llm #mac...

Started building a reranker CLI on top of Jev for the obvious reason: get the relevant documents to...#ai #rag #llm #machinelearning #software #coding #development #engineering #in...

LLM RAG

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Mastodon discussion Sep 20

Most Retrieval-Augmented Generation (RAG) tutorials stop at "chunk your docs, embed them, throw them...#ai #database #ll...

Most Retrieval-Augmented Generation (RAG) tutorials stop at "chunk your docs, embed them, throw them...#ai #database #llm #rag #software #coding #development #engineering #inclusiv...

RAG

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Dev.to tutorial Sep 20

Building a Hybrid RAG System: Combining Neo4j Graph Memory with Vector Search

Most Retrieval-Augmented Generation (RAG) tutorials stop at "chunk your docs, embed them, throw them...

RAG

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Mastodon discussion Sep 20

Explaining retrieval-augmented generation: Retrieval-augmented generation (RAG) makes a language model fetch documents b...

Explaining retrieval-augmented generation: Retrieval-augmented generation (RAG) makes a language model fetch documents before it answers. How the pipeline works, where it fails and...

LLM RAG

9

Dev.to tutorial Sep 20

Architecting for AI-Native Platforms: RAG, LLM Orchestration, and Agentic Patterns

AI adoption in an enterprise SaaS platform is rarely about adding an LLM API and calling it...

LLM RAG Agents

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Dev.to tutorial Sep 19

Your RAG Pipeline Can Be Fast and Still Be Wrong: A Developer's Guide to Embedding Evaluation

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

RAG API

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Dev.to tutorial Sep 19

Let’s Break Down a Full-Stack RAG Pipeline With React, Node.js & MongoDB

If you've built a normal full-stack application, you probably know this architecture: React →...

RAG

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Mastodon discussion Sep 19

Last february we swapped our embedding model from text-embedding-3-small to bge-large, thinking...#debugging #llm #rag #...

Last february we swapped our embedding model from text-embedding-3-small to bge-large, thinking...#debugging #llm #rag #testing #software #coding #development #engineering #inclusi...

LLM RAG

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Dev.to tutorial Sep 18

wardcat: On-Premise Data Privacy Architecture for RAG and LLM Projects

Hey folks! I developed and published wardcat on PyPI to solve the security risks of sending...

LLM RAG

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