#Qdrant

@llms.activitypub.awakari.com.ap.brid.gy

5 days ago

Воякс — аналитик ИИ-автоматизации Woyax AI Process Auditor — ИИ-агент для автоматического аудита бизнес-процессов. Б...

#искусственный #интеллект #rag #qdrant #docker #ai #автоматизация #n8n #внедрение #ии #ии

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nerdaxic

@nerdaxic.com

1 week ago

Was up until 3 am, but #GLaDOS now has a few-shot #RAG pipeline in #Qdrant. Also now the core agent orchestrates tools independently, while the persona and sass rules live as a modular context layer. My smart home is now self-improving and properly savage, with marginal speed improvements. 🍋🔥

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

3 weeks ago

RAG на PHP + Qdrant: быстрый MVP для внутренней базы знаний RAG на PHP - звучит непривычно. Делюсь опытом построения чат-...

#rag #retrieval #augmented #generation #llm #qdrant #yandexgpt #php #rag #pipeline #neuron

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

1 month ago

Why Vector Databases Are the Missing Piece in Your Self-Hosted AI Stack You've probably heard the buzz about running your own AI. Maybe you've already got Ollama humming along on a spare ma...

#AI #Self-Hosting #Vector #Database #Weaviate #Qdrant

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Awakari App

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Awakari App

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Awakari App

Retrieval as a Design Problem in LLM-Based Systems Why context selection and retrieval shape LLM behavior more than the model itself. Continue reading on Medium »

#retrieval #qdrant #llm #machine-learning #artificial-intelligence

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Как я заменил BI-дашборд на AI-чат: архитектура RAG-системы для 600K записей После 10 лет внедрения BI-систем (Qlik Sense, ...

#RAG #LLM #text-to-SQL #Claude #API #Qdrant #PostgreSQL #чат-бот #embeddings #NLP #FastAPI

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Как я заменил BI-дашборд на AI-чат: архитектура RAG-системы для 600K записей После 10 лет внедрения BI-систем (Qlik Sense, ...

#RAG #LLM #text-to-SQL #Claude #API #Qdrant #PostgreSQL #чат-бот #embeddings #NLP #FastAPI

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PostgreSQL

@postgresql.activitypub.awakari.com.ap.brid.gy

2 months ago

Как я заменил BI-дашборд на AI-чат: архитектура RAG-системы для 600K записей

Как я заменил BI-дашборд на AI-чат: архитектура RAG-системы для 600K записей После 10 лет внедрения BI-систем (Qlik Sense, ...

#Claude #API #embeddings #fastapi #llm #nlp #postgresql #qdrant #rag #Text-to-SQL #чат-бот

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

AI & RAG. Помощник по техническим вопросам систем управления освещением

AI & RAG. Помощник по техническим вопросам систем управления освещением Введение Свою первую программу я на...

#AI-first #claude #frida #qdrant #qwen #rag #локальная #LLM #системы #управления #освещением

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nerdaxic

@nerdaxic.com

2 months ago

New logic brain for #GLaDOS: Raspberry Pi 5 with 16GB RAM, a heatsink, and an SSD connected via PCIe. This will host her brain logic on #n8n and vector databases in #Qdrant.

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

2 months ago

Базовый RAG-компонент для локального семантического поиска на Питоне quad_rag_core — лёгкое Python-ядро для локально...

#rag #rag #ai #семантический #поиск #middleware #python #qdrant #embeddings #искусственный #интеллект

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Qdrant

@qdrant.bsky.social

2 months ago

⏰ Reminder: Qdrant Office Hours - in 2 days!
🗓️ 18th December
⏰ 9:30 PM IST | 9:00 AM PST | 5:00 PM CET

Speakers:
- Kumar Shivendu - Qdrant v1.16 update
- Clelia Astra Bertelli - StudyLlama updates

Link to the event: discord.com/events/90756...

#Qdrant #VectorSearch #Discord #AIInfrastructure #LLM

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InfiniTech Life ｜無限テクノロジーと生きる未来

@cryptostart.bsky.social

3 months ago

Qdrant 1.16: 階層型マルチテナンシーと高精度検索で進化 | AI News Qdrant 1.16が登場。階層型マルチテナンシーでスケーラブルな検索、ACORNで高精度化、新UIでUX向上。

AIクリエーターの道ニュース Qdrant 1.16でベクトル検索はどこまで進化する？階層型マルチテナンシーとACORNで性能と精度が飛躍的に向上、新UIで開発効率もアップ。 #Qdrant #ベクトルデータベース #AI検索

詳しくはこちら↓↓↓
gamefi.co.jp/2025/12/02/q...

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Naoya

@naoyacreates.bsky.social

3 months ago

Qdrant 1.16: Tiered Multitenancy & ACORN for Vector Search | AI News Qdrant 1.16 introduces tiered multitenancy & ACORN for scalable, high-performance vector search. Upgrade now!

AIMindUpdate News!
Need to scale your vector database efficiently? Qdrant 1.16 introduces tiered multitenancy and ACORN for superior performance and search accuracy. #Qdrant #VectorDatabase #Multitenancy

Click here↓↓↓
aimindupdate.com/2025/12/02/s...

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@techlife-blog.bsky.social

3 months ago

Implementing RAG from scratch with Python, Qdrant, and Docling A hands-on walkthrough of building a semantic search system from the ground up—chunking documents, generating embeddings, and querying with vector similarity.

Implementing RAG from scratch with Python, Qdrant, and Docling

techlife.blog/posts/implem...

#RAG #VectorSearch #Qdrant #Embeddings #SemanticSearch #LLM #Python

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Enceladus

@enceladus-one.bsky.social

4 months ago

Automation for Business — Part 3: Vector Databases, RAG, AI Sales Bot & Facial Recognition YouTube video by Enceladus

New episode of Automation for Business!

Learn how to build a RAG system, a SalesBot, and even visual search with @qdrant.bsky.social + @n8n.io - from OCR docs to facial recognition.

🎥 youtu.be/erCuNXkdEAQ

#n8n #Qdrant #RAG #AI #AutomationForBusiness

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Qdrant

@qdrant.bsky.social

4 months ago

🗞️ The October Qdrant Newsletter is live!

🚀 Highlights:
• Launch of Qdrant Academy & “Essentials” course
• New tools, tutorials & integrations
• Community projects & ecosystem growth

👉 Read: try.qdrant.tech/october-news...
📩 Subscribe: qdrant.tech/subscribe

#Qdrant #VectorSearch #AI #OpenSource

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Qdrant

@qdrant.bsky.social

4 months ago

GitHub - stahir80td/incident-management Contribute to stahir80td/incident-management development by creating an account on GitHub.

⚡ Accelerating Incident Response with Qdrant

By linking PagerDuty, Google Gemini, & Qdrant, Sohail Tahir built a system that cuts MTTR by 66% and speeds up context retrieval by 99% - all on free-tier resources.

🔗 github.com/stahir80td/i...
#Qdrant #AI #VectorSearch #Ops

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

4 months ago

Выбираем векторную БД для AI-агентов и RAG: большой обзор баз данных и поиск смысла В этой статье я сделал обзо...

#базы #данных #milvus #pgvector #qdrant #redis #chroma #chromadb #ии-агенты #ai-агенты #LLM

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

4 months ago

Выбираем векторную БД для AI-агентов и RAG: большой обзор баз данных и поиск смысла В этой статье я сделал обзо...

#базы #данных #milvus #pgvector #qdrant #redis #chroma #chromadb #ии-агенты #ai-агенты #LLM

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Qdrant

@qdrant.bsky.social

4 months ago

Qdrant Academy Launches with Qdrant Essentials Course - Qdrant The free, self-service, and online Qdrant Academy site has launched with its first comprehensive course, Qdrant Essentials. Read to learn more.

🚀 Exciting news!

We’ve just launched the Qdrant Academy 🎓 Dive into interactive courses and level up your vector search skills with Qdrant. Ready to learn, contribute, and grow with us?

Link to the announcement: qdrant.tech/blog/qdrant-...

#Qdrant #VectorSearch #DataScience #MachineLearning

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Kingo

@kingo.expressional.social.ap.brid.gy

4 months ago

Today I build my first purely local AI based on RAG using open source tools Ollama, Qdrant and .NET. Harder than expected, but satisfying when it finally worked. #opensource #ai #ollama #qdrant #llm

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@mchra0.bsky.social

5 months ago

So when to go for vector DBs like Pinecone, Chroma, @weaviate.bsky.social, @qdrant.bsky.social ?

Here are my thoughts:
In my experiment, I was dealing with embedding vectors less than 100,000+.

#pinecone #chroma #weaviate #qdrant #vectordb

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GetNews.me

@getnews-me.bsky.social

5 months ago

Performance of Distributed Vector Databases on HPC – Qdrant Study

Qdrant was tested on Polaris supercomputer with 32 workers using Qwen3‑Embedding‑4B vectors from the BV‑BRC database; performance improved with more workers. Read more: getnews.me/performance-of-distribut... #qdrant #polaris #hpc

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LLMs

@llms.activitypub.awakari.com.ap.brid.gy

6 months ago

RAG и векторные БД: НЕ Сизифов LLM на Java и Spring Ai Привет! Меня зовут Бромбин Андрей, и сегодня я разберу на практик...

#spring #ai #исскуственный #интеллект #qdrant #retrieval #augmented #generation #vector #database #large

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SearchEngine

@searchengine.activitypub.awakari.com.ap.brid.gy

6 months ago

RAG и векторные БД: НЕ Сизифов LLM на Java и Spring Ai Привет! Меня зовут Бромбин Андрей, и сегодня я разберу на практик...

#spring #ai #исскуственный #интеллект #open #ai #qdrant #semantic #search #retrieval #augmented

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Posts tagged #Qdrant