List: RAG | Curated by Juan Pelaez

Mar 7, 2025
60 stories
RAG
Claire Longo
A Simple Recipe for LLM ObservabilitySo, you’re building an AI application on top of an LLM, and you’re planning on setting it live in production. And thanks to the…
Feb 24
Feb 24
Henry Navarro
The cheapest GPU cloud providers, a fair comparisson💰🌐Exploring Affordable AI: Harnessing Gaming GPUs for High-Performance Cloud Solutions (Article Updated)
Dec 30, 2024
2
Dec 30, 2024
2
Anoop Maurya
Ollama-OCR: Now Available as a Python Package!Stuck behind a paywall? Read for Free!
Dec 2, 2024
17
Dec 2, 2024
17
In
AI Advances
by
Tarun Singh
AI-Powered OCR with Phi-3-Vision-128K: The Future of Document ProcessingIn the fast-evolving world of artificial intelligence, multimodal models are setting new standards for integrating visual and textual data…
Oct 9, 2024
23
Oct 9, 2024
23
Nicola Procopio
Re-Ranking using Qdrant’s “prefetch” and Matryoshka Representation LearningTLDR: In the previous article on Query Expansion, we saw how to use prefetch in Qdrant to run multiple queries in parallel. Here we will…
Oct 18, 2024
1
Oct 18, 2024
1
Sarthak Arora
Building Multimodal AI in Healthcare Using GPT and QdrantSimplifying radiology with AI: A RAG system to enhance diagnostic productivity and patient care
Oct 2, 2024
Oct 2, 2024
Jldevtech
The Gold Standard for Production-Ready LLM OrchestrationAmazon Titan G1v2
Sep 2, 2024
Sep 2, 2024
Benito Martin
Building a Multimodal LLM Application with PyMuPDF4LLMAuthor: Benito Martin
Sep 30, 2024
5
Sep 30, 2024
5
In
Towards AI
by
Surya Maddula
Not RAG, but RAG Fusion? Understanding Next-Gen Info Retrieval.AI and Natural Language Processing are advancing at an incredible pace, and now more than ever, we need better and more RELIABLE ways to…
Sep 22, 2024
12
Sep 22, 2024
12
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In
Pinterest Engineering Blog
by
Pinterest Engineering
How we built Text-to-SQL at PinterestAdam Obeng | Data Scientist, Data Platform Science; J.C. Zhong | Tech Lead, Analytics Platform; Charlie Gu | Sr. Manager, Engineering
Apr 2, 2024
22
Apr 2, 2024
22
Benito Martin
Multimodal Bill Scan System with Claude 3 Sonnet, AWS CDK, Bedrock, DynamoDBScanning documents and extracting key information can now be accomplished with high accuracy using multimodal models like Claude 3 Sonnet…
Sep 24, 2024
1
Sep 24, 2024
1
In
Artificial Intelligence in Plain English
by
Henrik Albihn, MS
Detect Anything in TextScalable, State of the Art Named Entity Recognition with GLiNER, FastAPI, & Celery
Sep 2, 2024
3
Sep 2, 2024
3
In
Towards Dev
by
M K Pavan Kumar
Advanced RAG Solutions with Llama Deploy, Llama Workflows and Qdrant Hybrid SearchIn this article, I explore how to leverage the combined capabilities of Llama Deploy, Llama Workflows, and Qdrant’s Hybrid Search to build…
Sep 10, 2024
Sep 10, 2024
Christian Griset
Why Your RAG Doesn’t WorkRAG is still promising, but today it’s a DRAG
Mar 4, 2024
7
Mar 4, 2024
7
In
Stackademic
by
Joël-Steve N.
Optimizing Performance with FastAPITechniques to Enhance Your Application
Jul 2, 2024
5
Jul 2, 2024
5
Benito Martin
Find Your Code! Scaling a LlamaIndex and Qdrant Application with Google Kubernetes EngineAuthor: Benito Martin
Jul 1, 2024
1
Jul 1, 2024
1
In
Stackademic
by
Karan Shingde
A Guide to Using Semantic Cache to Speed Up LLM Queries with Qdrant and Groq.
May 21, 2024
2
May 21, 2024
2
In
Stackademic
by
Vardhanam Daga
Multi-Hop Retrieval and Reasoning for Complex Questions Using DSPy, Qdrant, and Llama3Leveraging the no-prompt framework of DSPy for complex LLM question-answering
May 16, 2024
May 16, 2024
In
UX Planet
by
Matthias Dittrich
Stop designing chat-based AI tools.It is time to evolve AI tools beyond prompt-based interfaces and consider new mental models.
Apr 21, 2024
33
Apr 21, 2024
33