🔄 LLM RAG Pipelines - emschwartz · Scour

How I Rebuilt a RAG System that Actually Works

pub.towardsai.net·1d

📰Content Curation

Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval

arxiv.org·1d

🔍Information Retrieval

Chain-of-thought reasoning meets RAG: Rationale-guided retrieval systems explained

allthingsopen.org·2d

🔍Information Retrieval

[2310.11244] Entity Matching using Large Language Models

arxiv.org·2h

🏗️Search Infrastructure

Vision RAG: Enabling Search on Any Documents

mongodb.com·1d

The three types of LLM workloads and how to serve them

modal.com·13h·

Discuss: Hacker News

🏗️LLM Infrastructure

Retrieve and Rerank: Personalized Search Without Leaving Postgres

paradedb.com·1d

👤Search Personalization

Elevate your applications with Firestore’s new advanced query engine

cloud.google.com·1d

Rainbow Query Language

rbql.org·1d

Autofiling the Boring Semantic Layer: From Sakila to Chat-BI with dltHub

dlthub.com·2d

understanding LSM trees via read, write, and space amplification

bitsxpages.com·6h

Databases are magic ... until ...

silvestreperret.com·20h·

Discuss: Hacker News

⚙️Database Internals

Arctic Wolf’s Liquid Clustering Architecture Tuned for Petabyte Scale

databricks.com·11h

featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs

github.com·4h·

Discuss: Hacker News

🏗️LLM Infrastructure

Playing with GPT-3, LangChain, and the OpenAI Embeddings API

shruggingface.com·1d

🏗️LLM Infrastructure

Making an LSP for great good

thunderseethe.dev·1d·

Discuss: Lobsters, Hacker News

💻Programming languages

HKUST-KnowComp/NAACL: The official codebase for our paper "NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems"

github.com·21h

Get To Grips With Transformers And LLMs

i-programmer.info·1d·

Discuss: Hacker News, r/programming

🪄Prompt Engineering

Finding Code You Can't Name: Why Semantic Search Changes Everything for Large Codebases

blog.kilo.ai·2d

🔎Meilisearch

Patterns All the Way Down: A Generalization for Graph-Like Things

medium.com·13h·

Discuss: Hacker News

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