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PBPankaj Batrapankajbatra.hashnode.devAug 9 · 13 min read

I Deployed a Full RAG Backend for ₹0/Month — Here Are the 3 Walls I Hit

I just shipped the backend for YouTube RAG Chat: paste a YouTube link, chat with the video, and get AI-generated summaries, study notes, and quizzes — every answer grounded with clickable timestamp ci

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TBTanmay Bhurkundequery-to-scale.hashnode.devAug 6 · 4 min read

RAGnarok Part 1: Why I'm Building an Enterprise Knowledge Assistant (Not Another "Chat With Your PDF")

Building an Enterprise RAG System in Public — A Data Engineer's Log Starting a series: RAGnarok I'm kicking off RAGnarok — a build-in-public series where I go from RAG fundamentals to a genuinely pro

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VIVictor Isuovictorisuo.hashnode.devJul 11 · 15 min read

Why I Don't Trust Vanilla RAG — And the Retrieval Architecture I Built Instead

The query was simple: "What is the maximum allowable pressure for a Class 150 flange per ASME B16.5?" Standard semantic search returned three documents. None of them were about ASME B16.5. One covered

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ENezechi nnabugwudeepforge.hashnode.devJul 1 · 13 min read

I Gave an AI Full Access to My Startup and Asked It to Destroy Me

It found the exact bug I'd already learned to fear... A few days ago I handed an AI model every file in my project — eighteen months of design docs, decision logs, corpus accounting down to the chunk

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MPMohana Priya Rmona23.hashnode.devJun 22 · 2 min read

Why I chose Qdrant over ChromaDB in my RAG System

When I started building Nexus — my multi-source RAG system — one of the first real decisions I had to make was picking a vector database. It sounds like a small choice. It isn't. First, why do you eve

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Nnexmindbusinessnexmind3.hashnode.devApr 13 · 5 min read

Build a Local RAG System with Ollama and ChromaDB in 30 Minutes

Build a Local RAG System with Ollama and ChromaDB in 30 Minutes Meta description: Learn how to build a local RAG system using Ollama and ChromaDB in just 30 minutes, and take your AI and data engineering skills to the next level. Tags: RAG System, Ol...

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VRVijaya Rajeev Bolluthinkwithops.hashnode.devApr 1 · 4 min read

I Built an AI That Understands Any GitHub Repo Using LangChain and ChromaDB

Why I Built This Every time I join a new codebase, the first few days are the same: open the repo, stare at folders, try to figure out which service does what, read half a file, get interrupted, lose

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AAAbstract Algorithmsabstractalgorithms.hashnode.devMar 9 · 14 min read

Guide to Using RAG with LangChain and ChromaDB/FAISS

TLDR: RAG (Retrieval-Augmented Generation) gives an LLM access to your private documents at query time. You chunk and embed documents into a vector store (ChromaDB or FAISS), retrieve the relevant chu

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NRNabil Ridhwanblog.nabilridhwan.comFeb 15 · 10 min read

Building a RAG System with ChromaDB: Why My Embeddings Failed (And How I Fixed It)

Author’s Note I’ve been gone for long. I’ve been serving my nation (National Service) and have been using the time to relax, learn different skills and upgrading myself in different ways. Unexpectedly, I also went full-on into my other hobby… Playing...

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SShibleyapistatuscheck.hashnode.devFeb 5 · 1 min read

Is Chroma Down? How to Check ChromaDB Status & Fix Common Issues

Last updated: February 5, 2026. Chroma status information reflects common self-hosted deployment patterns and early 2026 Chroma Cloud beta. For the latest Chroma updates, visit docs.trychroma.com.

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Trending tags this week

I Deployed a Full RAG Backend for ₹0/Month — Here Are the 3 Walls I Hit

RAGnarok Part 1: Why I'm Building an Enterprise Knowledge Assistant (Not Another "Chat With Your PDF")

Why I Don't Trust Vanilla RAG — And the Retrieval Architecture I Built Instead

I Gave an AI Full Access to My Startup and Asked It to Destroy Me

Why I chose Qdrant over ChromaDB in my RAG System

Build a Local RAG System with Ollama and ChromaDB in 30 Minutes

I Built an AI That Understands Any GitHub Repo Using LangChain and ChromaDB

Guide to Using RAG with LangChain and ChromaDB/FAISS

Building a RAG System with ChromaDB: Why My Embeddings Failed (And How I Fixed It)

Is Chroma Down? How to Check ChromaDB Status & Fix Common Issues