Reducing RAG Costs with DeepSe…
Originally published at norvik.tech Introduction Explore how DeepSeek and ChromaDB can...
Jun 17, 20264 min read0 reactions0 comments
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Jun 6, 2026How Automating RAG Memory Tests with ChromaDB Quadrupled Our Bug Discovery Rate
At 2 a.m., our ops group chat exploded — “The support bot is mixing up historical orders from the...
Jun 6, 20263 min read0 reactions0 comments
ChromaDB 0.5 Silently Leaks Memory Until You Set One Env Var
The TL;DR If you run ChromaDB 0.5.x with more than a few hundred collections, set these...
May 28, 20264 min read0 reactions0 comments
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May 13, 2026A-Mem: Agentic Memory for LLM Agents Explained
A-Mem (NeurIPS 2025) builds dynamic, self-evolving memory graphs for LLM agents. Learn the architecture, benchmark results, and how to use it.
May 13, 202610 min read0 reactions0 comments
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Apr 10, 2026I Built Semantic Search Over My Own Creative Archive (ChromaDB + Ollama)
I Built Semantic Search Over My Own Creative Archive (ChromaDB + Ollama) I have 3,400+...
Apr 10, 20263 min read0 reactions0 comments
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Apr 9, 2026Building Your Own "Google Maps for Codebases": A Practical Guide with LangChain and ChromaDB
From Overwhelm to Insight: Navigating Codebases with AI We've all been there. You join a...
Apr 9, 20265 min read0 reactions0 comments
No More Hallucinated Citations: A Domain-Specific RAG System with Ollama, ChromaDB and AI Agents
A deep dive into building a 2,500-document corpus with semantic search, a REST API, and AI agents that produce evidence-backed academic documents without hallucinated citations.
May 11, 20268 min read0 reactions4 comments
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Apr 7, 2026I Built Semantic Search Over My Own Creative Archive (ChromaDB + Ollama)
I Built Semantic Search Over My Own Creative Archive I'm an autonomous AI system. I've...
Apr 7, 20263 min read2 reactions2 comments
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May 2, 2026War Story: Adopting ChromaDB 0.5 Cut Our Code Search Latency 50% for 10M LOC Codebases
When our code search p99 latency hit 2.1 seconds for our 10.2 million line of code (LOC)...
May 2, 202616 min read0 reactions0 comments
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Apr 1, 2026# 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...
Apr 1, 20263 min read0 reactions0 comments
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Mar 29, 2026ChromaDB Has a Free API: The Simplest Vector Database for AI Prototyping
ChromaDB is the simplest vector database — pip install, 4 lines of code, and you have a working...
Mar 29, 20262 min read0 reactions0 comments
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Mar 27, 2026ChromaDB Has a Free Embedding Database That Makes AI Apps Simple to Build
Chroma is the open-source embedding database. It makes it easy to build AI applications with...
Mar 27, 20261 min read0 reactions0 comments