Retrieval Systems

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eviltwin7648/nexus: An AI-powered knowledge engine that turns your codebases and notes into a queryable system. It ingests and chunks data, generates embeddings, and enables retrieval-augmented generation (RAG) with tool-calling agents for accurate, context-aware answers.

 🗂️RAG Systems  Content type: Code
github.com··r/SideProject

Best practices for building a modern app with vector search

 🗂️RAG Systems  Content type: Blog
elastic.co·

Quiz: Embeddings and Vector Databases With ChromaDB

 🗂️RAG Systems
realpython.com·

How to Build an Agentic RAG with RubyLLM and Rails

 🗃️Vector Databases  Content type: Blog
panasiti.me··Hacker News

Evaluating RAG Reliability under Clean, Misleading, and Mixed Retrieval

 🗃️Vector Databases  Content type: Academic
arxiv.org·

Hybrid Search for RAG: Fix Retrieval Accuracy in AI

 🗃️Vector Databases  Content type: Blog
pingcap.com·

New comment by yorktanaka2024 in "Ask HN: Who wants to be hired? (June 2026)"

 🔍RAG  Content type: Discussion

Modernizing attendance ticketing in SAS Viya using SAS Agentic AI Accelerator

 🏢LLM Adoption  Content type: Blog
blogs.sas.com·

How I benchmarked a 100% local RAG pipeline to 9/9 (zero API keys)

 🗃️Vector Databases
buy.polar.sh··DEV

The Retrieval Audit: Why Your RAG Gives Confident Wrong Answers

 🗃️Vector Databases  Content type: Blog
medium.com
·

TryHackMe LockdownAI — Auditing a RAG Assistant for Three Hidden Vulnerabilities

 🗃️Vector Databases  Content type: Blog
medium.com·

Explore OpenSearch 3.7

 🔍Information Retrieval  Content type: Blog
opensearch.org·

MongoDB as a Vector Database for AI Agents-MongoDB

 🗂️RAG Systems
foojay.io·

New comment by Revanthkodati in "Ask HN: Who wants to be hired? (June 2026)"

 🏢LLM Adoption

Cloudian closes gap between enterprise AI ambitions and messy production deployments

 🏢LLM Adoption  Content type: News
blocksandfiles.com·

When Is It Actually a RAG Problem?

 🗃️Vector Databases

How to Defend Against Prompt Injection in Production

 🤖LLMs  Content type: Reference
leanpub.com··DEV

Title: Built a privacy-first RAG engine with a TUI in Go — OllamaChat

 🗃️Vector Databases  Content type: Video
youtube.com··r/golang

Unlocking dependable responses with Gemini Enterprise Agent Platform’s Agentic RAG

 🏢LLM Adoption  Content type: Blog
research.google·

What I learned building an AI chatbot for websites and docs

 🏢LLM Adoption
chattybox.ai··DEV, r/SideProject

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