Vector Databases

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I Built a Python Agent That Uses a Vector DB as Memory, Not Retrieval

 💾Agent Memory  Content type: Blog
dev.to··DEV

Neo-X7/Neo-AI: A fully offline AI assistant powered by Ollama. Stores and retrieves conversations using SQLite + LanceDB vector search. No cloud. No API keys. Runs entirely on your machine.

 🧩AI Frameworks  Content type: Code
github.com··DEV

How to Defend Against Prompt Injection in Production

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

Takeway from AWS Generative AI Lens

 🎼Agent Orchestration  Content type: Reference
docs.aws.amazon.com··DEV

RAG with Postgres pgvector in 2026: the full TypeScript pipeline.

 🔍RAG  Content type: Blog
dev.to··DEV

Context Engineering Is the Skill That Actually Ships Reliable AI Agents

 🧠LLMs

CS Degrees Aren’t Dead. The Entry Level Pipeline Is.

 🔍RAG  Content type: News

rag-explained-how-it-works

 🔍RAG  Content type: Blog
dev.to··DEV

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

 🔍RAG  Content type: Code
github.com··DEV

Making a Vintage LLM from Scratch

 🌐Open Source AI
crlf.link··Hacker News

"Trust Us" Is Not a Control Surface: Anthropic and the Case for Open Weights

 🌐Open Source AI

Building Hybrid Search with PostgreSQL, pgvector, and Citus

 🔍RAG  Content type: Blog
dev.to··DEV

What Is RAG? Why LLM Memory Alone Is Never Enough

 🔍RAG  Content type: Blog
dev.to··DEV

Architecture Breakdown: Building an Enterprise-Grade Legal RAG System (From Ingestion to RAGAS Evaluation)

 🔍RAG  Content type: Blog
dev.to··DEV

nochinxx/SwiPR

 🌐Open Source AI  Content type: Code
github.com··Hacker News

Building a Low-Latency Voice AI Sales Agent with ElevenLabs and n8n (End-to-End Blueprint)

 🔍RAG  Content type: Blog
whoisalfaz.me··DEV

Why my first RAG system hallucinated (and how I fixed it)

 🔍RAG  Content type: Blog
dev.to··DEV

How to Build a RAG System with Your Own Documents in 7 Simple Steps

 🔍RAG  Content type: Blog
dev.to··DEV

DeytaHQ/khora: Library for creating knowledge repositories from multi-source data and expose a single query substrate

 🧩AI Frameworks  Content type: Code
github.com··Hacker News

Introducing Eidentic

 🧩AI Frameworks  Content type: Blog
dev.to··DEV

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