#섹블 #섹트 #능욕 #abuse #육변기 #fleshtoilet #노예 #slave #걸레 #rag #변녀 #scum #강간 #rape #갱뱅 #gangbang #보지 #pussy #암캐 #bitch #개보지 #fuckingwhore #유부녀 #milf #좆물받이 #cumcup #박제 #Stuffed #마조히스트 #masochist
사진X 오프X 만남X 요구X
수치능욕 잘하시는분들⬇️⬇️
Latest posts tagged with #RAG on Bluesky
#섹블 #섹트 #능욕 #abuse #육변기 #fleshtoilet #노예 #slave #걸레 #rag #변녀 #scum #강간 #rape #갱뱅 #gangbang #보지 #pussy #암캐 #bitch #개보지 #fuckingwhore #유부녀 #milf #좆물받이 #cumcup #박제 #Stuffed #마조히스트 #masochist
사진X 오프X 만남X 요구X
수치능욕 잘하시는분들⬇️⬇️
#섹블 #섹트 #능욕 #abuse #육변기 #fleshtoilet #노예 #slave #걸레 #rag #변녀 #scum #강간 #rape #갱뱅 #gangbang #보지 #pussy #암캐 #bitch #개보지 #fuckingwhore #유부녀 #milf #좆물받이 #cumcup #박제 #Stuffed #마조히스트 #masochist
🙉Your Messenger chatbot shouldn’t guess answers.
✅ With RAG, it can pull real info from your docs, FAQs, or database and respond with context — not just scripts.
▶️ Better replies. Less support load.
Read more:
reliasoftware.com/blog/rag-ai-...
#AI #Chatbots #RAG #Automation
🚀 Beyond RAG: Simulating the Future with MiroFish Lately, most of us have been working with RAG systems retrieving context, grounding responses, improving accuracy. But what if instead of just r...
#ai #rag #machinelearning #data
Origin | Interest | Match
Helper for #Agents for token efficiency. #MCP or #CLI:
Builds #Code #Graph: #AST & Tree-sitter. Continuous updates with changes. 19 languages including #Python, #TypeScript #JavaScript #Go #Rust #Java. Semantic & Hybrid search.
#OpenSource #RAG #Development #Programming
MIT lic
A new Agent Memory #Benchmark #Leaderboard
Hindsight by @vectorize.bsky.social beats every framework on verified benchmarks: #LifeBench, #BEAM, #LoCoMo, #LongMemEval, #PersonaMem
#Hindsight is MIT lic, available as #CLI only or as a Container.
#OpenSource #MemoryBenchmarks #AI #Agents #RAG
🤓Wrote a short recap of some internal AI demos we ran at @mariadb.bsky.social recently. Mostly #SQL + #Vector search + #RAG patterns.
Repo links are in the post if you want to poke around the code:
👉mariadb.com/resources/blog/we-ran-an...
[JP] AIエージェントに「脳」を移植!?生物学に着想を得た記憶システム「Hippo」が革命的だサメ!
[EN] Transplanting a "Brain" into AI Agents? The Revolutionary Memory System "Hippo" Inspired by Biology!
ai-minor.com/blog/en/2026-04-07-17755...
#AIエージェント #オープンソース #RAG #Tech
Exploring Qdrant: The Optimal Vector Store for Retrieval-Augmented Generation in Python In the realm of data science and machine learning, the ability to effectively store, retrieve, and filter inf...
#AI #Data #Science #data #retrieval #qdrant #qdrant #python #qdrant #python #RAG
Origin | […]
RAG tutorial 2026: Document loading → chunking → embeddings → retrieval.
50 lines LangChain code. Works immediately.
#RAG #LangChain
medium.com/@shantun/the...
Building a Lightweight RAG Pipeline (Node.js + JSONL) www.himpfen.com/building-lig...
#ai #rag #nodejs #programming
#LLMEngineering #DataEngineering #MachineLearning #RAG #MLOps #ArtificialIntelligence #DataQuality #AIInProduction #DataScience #GenAI
nothin makes a better chew toy than the absolutely covered #cumrag t-shirt that @friothedog.bsky.social was so kind as to let go of… 🥵🤤🔥🤤🥵
#horny #pup #goodboy #kinkypup #pupplay #kink #kinky #cum #rag #manscent #musky #musclepup #driedcum #loads #multiploads #delicious #lockedpuppy #chastity
革新的なシステム整備AIプラットフォーム「Krugle Biblio」の新機能解説 #RAG #AIプラットフォーム #Krugle
新たに機能追加された「Krugle Biblio」により、従来の課題を解決しAI活用の幅が広がります。データの解析精度向上にも貢献しています。
✍️ New blog post by Yoshiki Fujiwara(藤原 善基)@AWS Community Builder
Building an Agentic Access-Aware RAG System with Amazon FSx for NetApp ONTAP, S3 Vectors, and S3 Access Points— Where AI Respects File Permissions
#aws #amazonfsxfornetappontap #agenticai #rag
소라넷 활동했던 나..
넷상에서만큼은 암캐가 되고 싶다..
#섹블 #섹트 #능욕 #abuse #육변기 #fleshtoilet #노예 #slave #걸레 #rag #변녀 #scum #강간 #rape #갱뱅 #gangbang #보지 #pussy #암캐 #bitch #개보지 #fuckingwhore #유부녀 #milf #좆물받이 #cumcup #박제 #Stuffed #마조히스트 #masochist
An Introduction to RAG (Retrieval-Augmented Generation) with Semantic Kernel for Java, Semantic Kernel Oracle Connector, and the Oracle AI Database 26ai rb.gy/e1z9yw #Java #SemanticKernel #JavaOracleDB #GenAI #RAG #SemanticKernelOracleConnector #OracleAIDatabase26ai #OracleDatabase #Oracle
🤖 AI Engineer Core Track: LLM Engineering, RAG, QLoRA, Agents
Become an LLM Engineer in just 8 weeks by building and deploying 8 real-world LLM applications from scratch.
coursecouponclub.com/learn-basic-...
⏳ Coupon expires soon
#LLM #AIEngineer #GenerativeAI #RAG #AIAgents #MachineLearning
RAGの実装、手法が多すぎて迷子になってない?🤖
「検索クエリを賢くする」か「返ってきた結果を賢く絞る」か。この2軸で整理すると全体像がクリアになります。
特に「Re-ranking」は、50件粗く取って5件に絞るだけでNDCG@10が36%向上し、コストも極めて低い(1クエリ$0.002〜)ので、最初に導入すべき最適化です。
LLMを「万能回答マシン」ではなく、検索パイプラインの「部品」として複数使い分ける設計思想が、これからのAIエンジニアリングの肝になりそう。
皆さんはRAGの精度向上、何から手をつけてますか?🤔
#AI #LLM #RAG #エンジニア #Python
htt
But #RAG still shines when the main problem is semantic recall: messy corpora, weak or ambiguous structure, heterogeneous sources or modalities, or cases where a few relevant passages are enough and full exploration would be overkill. (7/9)
1. Filesystems preserve and expose author-created structure that chunk #RAG often weakens.
2. Filesystem agents are natively iterative and exploratory; plain #RAG is often, but not always, more one-shot.
3. Filesystems provide a richer tool surface than retrieval alone.
4. Filesystems are […]
The interesting part is that these approaches are not incompatible. #RAG can be one tool inside a filesystem-style #agent: useful for candidate recall, while the filesystem layer handles navigation, inspection, and verification. The implementation described effectively does this by using […]
Second, system interfaces work better when they align with the interaction patterns the base #LLM already knows. For coding-oriented models especially, files, paths, directories, and shell-style operations are much closer to the environments they were trained on than a one-shot […]
First, the filesystem vs. #RAG distinction is really about structured navigation vs. relevance retrieval. A filesystem presents the corpus as a pre-built navigable structure for exploration. Plain RAG presents it as a retrieval space. (3/9)
Can we replace #RAG with filesystems? This article shares a neat engineering write-up on doing exactly that: replacing a standard docs RAG flow with a virtual filesystem for an assistant [1]. (1/9)
The Future of Enterprise AI Is Here: Introducing the ΩWNÆTHER Enterprise AI Operating System
medium.com/@ownaether/t...
#AI #EnterpriseAI #BusinessAI #AgenticAI #AIOS #AIApps #LLMs #AIModels #AIAgents #AIMarketplaces #AITools #A2A #MCP #RAG #AIBlockchain #DePin #AITokens #X402 #MPP #PreLaunch