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RAG

Retrieval Augmented Generation patterns

Tracked keywords: rag, retrieval augmented generation, retrieval-augmented

Mentions Over Time

3,376
Total Mentions
2,119
Posts mentioning Trend
152
Companies Mentioning
263
Most mentions in a month
Month Mentions Posts Companies MoM Change
Aug 2026 50 43 21 +8.7%
Jul 2026 46 34 19 +24.3%
Jun 2026 37 31 22 -30.2%
May 2026 53 42 22 -11.7%
Apr 2026 60 51 33 -38.8%
Mar 2026 98 59 26 +5.4%
Feb 2026 93 58 25 +19.2%
Jan 2026 78 42 21 -12.4%
Dec 2025 89 54 22 -24.6%
Nov 2025 118 58 24 -2.5%
Oct 2025 121 79 29 -12.3%
Sep 2025 138 89 34 -10.4%
Aug 2025 154 104 40 -24.1%
Jul 2025 203 109 34 +23.0%
Jun 2025 165 90 29 -8.8%
May 2025 181 105 33 -15.8%
Apr 2025 215 125 32 +28.7%
Mar 2025 167 129 40 -16.9%
Feb 2025 201 119 37 -6.9%
Jan 2025 216 139 35 +35.0%
Dec 2024 160 107 32 -35.0%
Nov 2024 246 138 36 -6.5%
Oct 2024 263 154 37 +17.4%
Sep 2024 224 160 41 +16.7%

Recent X Evidence

50 items
DateCompanyTitleAccountMentions
Sept. 19, 2026 FalkorDB Standard RAG can't follow relationships — GraphRAG traverses the graph instead of embeddi… Company 1
Sept. 19, 2026 ScyllaDB For a large class of RAG applications, the vector database is the slowest part of the pip… Company 1
Sept. 19, 2026 FalkorDB KGs cut LLM hallucination by grounding answers in traceable knowledge paths. Microsoft's … Company 1
Sept. 18, 2026 Zilliz 𝗭𝗶𝗹𝗹𝗶𝘇'𝘀 𝗳𝗶𝗿𝘀𝘁 𝗵𝗮𝗻𝗱𝘀-𝗼𝗻 𝘄𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗶𝗻 𝗝𝗮𝗽𝗮𝗻 𝗶𝘀 𝗮 𝘄𝗿𝗮𝗽! On September 17, we brought togeth… Company 2
Sept. 18, 2026 Neo4j The workshop you were looking for: 2 hours, virtual, and for free. If you are building w… Company 1
Sept. 17, 2026 JetBrains What does it take to build a production-grade RAG pipeline for semantic code search? In p… Company 1
Sept. 17, 2026 Pinecone A database knows where your data is. A vector database understands what your data means. … Company 1
Sept. 15, 2026 testRigor What Is Agentic QA? Learn what Agentic QA is, its architecture, how autonomous testing w… Company 1
Sept. 14, 2026 Neo4j RT @ConorBronsdon: Most RAG setups fall over on questions that need more than one hop. @… Company 1
Sept. 14, 2026 Neo4j Have you read "Essential GraphRAG" by Tomaz Bratanic and Oskar Hane? Test your knowledge … Company 1
Sept. 14, 2026 Render At PR.ide, Blue demoed a RAG agent on Render that fact-checks its own answers, powered by… Company 1
Sept. 11, 2026 Yugabyte Resilient systems are crucial to ensure real-time, consistent, and always-available appli… Company 1
Sept. 11, 2026 Temporal Soooooo what happens after PII is redacted in a RAG pipeline? Houman Kargaran shows how … Company 1
Sept. 10, 2026 Yugabyte Check out this short YugabyteDB AMP branching demo, which shows how to optimize slow data… Company 1
Sept. 10, 2026 Vultr Tables, charts, and diagrams can get lost in traditional RAG pipelines. See how VultronR… Company 1
Sept. 9, 2026 GitLab Coding agents are stuck choosing between RAG or knowledge graphs. Both come with tradeoff… Company 1
Sept. 9, 2026 Yugabyte "A multi-agent system can burn 15 times as many tokens as a single chat interaction." Di… Company 1
Sept. 9, 2026 Qdrant We’ve just launched the Qdrant Beginner Course, built for people who want to understand v… Company 1
Sept. 9, 2026 Redis Vector search is one piece of a production RAG system. Most standalone vector databases o… Company 1
Sept. 8, 2026 Yugabyte "The launch of Meko is not a database announcement. It is a direct bet on where the agent… Company 1
Sept. 6, 2026 RunPod If your inference is memory-bound at low batch sizes, speculative decoding can help. N-g… Company 1
Sept. 4, 2026 Reducto 🔖 Cookbook Highlight: Turn a Complex 10-K into Grounded RAG with r-1 We built an end-to-… Company 2
Sept. 3, 2026 n8n Fine-tuning or RAG: which one does your LLM actually need? Short answer: it depends on th… Company 2
Sept. 3, 2026 Pinecone RT @software_daily: Jörg Schad is the VP of Engineering at @pinecone. He joins @kbal11 to… Company 1
Sept. 3, 2026 Yugabyte Resilient systems are crucial to ensure real-time, consistent, and always-available appli… Company 1
Sept. 2, 2026 Yugabyte 🚨LIVE TOMORROW🚨 Meet the YugabyteDB team at AWS Summit São Paulo and discover AI-native,… Company 1
Sept. 1, 2026 Google Cloud This week’s livestream all about building a Streamlit RAG agent using ADK and deploying i… Company 2
Sept. 1, 2026 Yugabyte AI-native YugabyteDB eliminates the need for separate databases to power transactions, AI… Company 1
Aug. 31, 2026 Yugabyte Meko was named one of 'The 10 Coolest Big Data Tools of 2026' by CRN! 🏆 Meko is the agen… Company 1
Aug. 31, 2026 FalkorDB 1. Vector DB: nearest neighbors. Good for "similar to this," useless for "how is A connec… Company 1
Aug. 31, 2026 Elastic Answering from precomputed facts cut agent token use by 93%. Standard agentic RAG retrie… Company 1
Aug. 31, 2026 FalkorDB 1. Fine-tuning to teach an LLM new facts: slow, expensive, stale again next week. 2. RAG:… Company 1
Aug. 31, 2026 Unstructured An image inside a document is invisible to your retriever. Diagrams, charts, screenshots … Company 1
Aug. 29, 2026 RunPod Every LangChain RAG tutorial plugs in OpenAI and calls it done. That works until you're… Company 1
Aug. 27, 2026 FalkorDB 1. GraphRAG follows edges. Vector RAG follows vibes. 2. 26–97% fewer tokens. Same answers… Company 2
Aug. 27, 2026 FalkorDB 1. Same 5 questions. Vectors: 2/5. Graph: 5/5. 2. One hop away and vector search is blind… Company 1
Aug. 26, 2026 Unstructured Why do tables always fall apart when you pull them out of a document? Most parsers flatt… Company 1
Aug. 26, 2026 SurrealDB Why do RAG agents give confidently wrong answers? Often it's the glue code merging vector… Company 1
Aug. 25, 2026 Weaviate RAG has a text-shaped bottleneck. Transcripts lose tone. OCR mangles layouts. Captions m… Company 2
Aug. 25, 2026 FalkorDB Hallucinations in RAG aren’t a model problem - they’re a retrieval problem. Vector search… Company 2
Aug. 25, 2026 Neo4j Check out what Jim finds super interesting in the latest NICD study, "Reducing Hallucina… Company 1
Aug. 25, 2026 ScyllaDB LLMs are trained on a fixed snapshot. RAG chatbot patches that gap by retrieving relevant… Company 1
Aug. 24, 2026 Qdrant How to cut RAG token costs by 67% without adding another reranking service? @cappybarade… Company 2
Aug. 24, 2026 LllamaIndex RT @jerryjliu0: The latest RAG trend for the current agent harnesses (Codex, Cowork) is t… Company 1
Aug. 24, 2026 MongoDB Building a production-ready RAG app in Java isn't complicated. With MongoDB Atlas Vecto… Company 1
Aug. 21, 2026 TestMu AI 🧠 When software starts thinking, correctness stops being binary. Join Chinmaya Kothari, … Company 1
Aug. 21, 2026 Yugabyte "A multi-agent system can burn 15 times as many tokens as a single chat interaction." Di… Company 1
Aug. 21, 2026 Neo4j Ontologies, agentic memory, and context graphs—three topics that kept coming up at the la… Company 1
Aug. 20, 2026 Weaviate Better prompts won't fix a broken context pipeline. Reliable agentic RAG depends on cont… Company 2
Aug. 20, 2026 Yugabyte “An agentic system that’s truly next generation cannot afford downtime.” Enterprise inve… Company 1
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