Building a LangGraph RAG Agent from Scratch — with a Live UI That Shows Every Step
I built a learning project that teaches LangChain and LangGraph step by step — starting from a raw...
#RAG
1704 articles tagged with RAG
Chat with your documents: agentic RAG in a few lines
RAG is not new. Chunk a document, embed the chunks, store them in a vector database, run a retrieval...
Most developers still think #Java + #AI means calling APIs from Spring Boot. The ecosystem goes deeper—from RAG framewor...
Most developers still think #Java + #AI means calling APIs from Spring Boot. The ecosystem goes deeper—from RAG frameworks to local inference with #Ollama or GPU workloads on #JVM....
What Most RAG Tutorials Don't Teach You
Most RAG tutorials stop at something like: Vector Search → LLM → Done And for learning the basics,...
RAG Retrieval Quality: Are Large Models Really Necessary?
Introduction: The Place of Large Models in RAG and Lingering Questions Retrieval-Augmented...
RAG를 통한 Ruby 전문가 LLM 구축: 해결된 문제와 남은 한계 RAG는 LLM의 환각 현상을 완전히 제거하는 것이 아니라, 실제 문서에 기반한 환각으로 그 형태를 변화시키며 발생 빈도를 줄이는 역할을 한다. ...
RAG를 통한 Ruby 전문가 LLM 구축: 해결된 문제와 남은 한계 RAG는 LLM의 환각 현상을 완전히 제거하는 것이 아니라, 실제 문서에 기반한 환각으로 그 형태를 변화시키며 발생 빈도를 줄이는 역할을 한다. 🔗 원문 보기
Looking for a LLM to run i Ollama to use as RAG with OpenWebUI. Has to fit on 4GB VRAM... Any suggesstions?I have tried ...
Looking for a LLM to run i Ollama to use as RAG with OpenWebUI. Has to fit on 4GB VRAM... Any suggesstions?I have tried qwen2.5:3b, phi4-mini:3.8b and gemma3:4b...#selfhosting #rag...
Vector Database Benchmarks Are Lying to You. Here Is What to Test Instead.
The leaderboards look impressive. They also test almost nothing that matters in production. Here is...
Как я сделал локальный RAG-сервис для SRE: ищем по документации, ранбукам и коду через OllamaНедавно делал учебный проек...
Как я сделал локальный RAG-сервис для SRE: ищем по документации, ранбукам и коду через OllamaНедавно делал учебный проект про автоматизацию документирования инцидентов. Поначалу пл...
RAG (Retrieval-Augmented Generation), yapay zekanın belgeleri kullanarak daha doğru ve kapsamlı yanıtlar üretmesini sağl...
RAG (Retrieval-Augmented Generation), yapay zekanın belgeleri kullanarak daha doğru ve kapsamlı yanıtlar üretmesini sağlayan bir tekniktir. Belge okuma yeteneği sayesinde, kullanıc...
Hao610/AI-Model-Atlas: Bilingual open-source AI learning map: RAG, agents, fine-tuning & system design (EN/ZH) | 中英双语开源 AI 学习路线图：RAG、智能体、微调及系统设计
Bilingual open-source AI learning map: RAG, agents, fine-tuning & system design (EN/ZH) | 中英双语开源 AI 学习路线图：RAG、智能体、微调及系统设计
I gave a generic LLM access to Ruby documentation through RAG.The hallucinations didn't disappear.They changed.The most ...
I gave a generic LLM access to Ruby documentation through RAG.The hallucinations didn't disappear.They changed.The most interesting failures happened when the model had the correct...
RAG Without Persona Modeling Fails Patient Clinical Relevancehttps://www.riddhimohan.com/blog/hppie-rag-without-persona-...
RAG Without Persona Modeling Fails Patient Clinical Relevancehttps://www.riddhimohan.com/blog/hppie-rag-without-persona-modeling-fails-patient-clinical-relevance#HackerNews #Tech #...
Bridging the Rigidity Gap: Deploying Secure Agentic RAG in Healthcare Governance
In the healthcare industry, data is both an organization's most valuable asset and its most heavily...
voidduckcalm/machine-learning-library-141: A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Markdown with full provenance. Open it in Obsidian or point your agent at it. A clean ML corpus for learning, RAG & fine-tuning.
A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Mar...
#Why Your RAG Pipeline Can't Answer Relationship Questions (And How We Fixed It)
Team BroCode · TigerGraph GraphRAG Inference Hackathon 2026 We ran three retrieval pipelines on...
LastPrincipal/machine-learning-library-684: A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Markdown with full provenance. Open it in Obsidian or point your agent at it. A clean ML corpus for learning, RAG & fine-tuning.
A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Mar...
voidduckcalm/machine-learning-library-784: A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Markdown with full provenance. Open it in Obsidian or point your agent at it. A clean ML corpus for learning, RAG & fine-tuning.
A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Mar...
Python isn’t the only way to build #AIAgents anymore. With #SpringAI, #Java apps get memory, RAG, tools & model switchin...
Python isn’t the only way to build #AIAgents anymore. With #SpringAI, #Java apps get memory, RAG, tools & model switching—all behind one #API. Same code runs from local Ollama to A...
If you are running a #RAG pipeline on embeddings alone, you are leaving retrieval quality on the table.To maximize accur...
If you are running a #RAG pipeline on embeddings alone, you are leaving retrieval quality on the table.To maximize accuracy, you need to: ➤ Add BM25 ➤ Fuse with Reciprocal Rank Fus...
LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge
Stop paying to evaluate your LLM outputs. Stop tolerating non-deterministic quality gates. LongTracer...
LLM Fine-Tuning vs RAG: A Production Decision Framework for Engineering Teams
Key Takeaways Use RAG for knowledge retrieval, changing data, and rapid iteration. Use fine-tuning...
Как и зачем мы сделали собственный OCR-бенчмаркОднажды нам понадобилось выбрать OCR-модель для RAG-пайплайна. Казалось б...
Как и зачем мы сделали собственный OCR-бенчмаркОднажды нам понадобилось выбрать OCR-модель для RAG-пайплайна. Казалось бы, задача простая: смотришь на лидерборды, берешь лучшую, PR...
Building a production RAG across a Book series: Retrieval, Reranking, and Hard Lessons
I built a search and Q&A system over the entire A Song of Ice and Fire series, all 10 books,...