G
Oct 8, 2026Grew the Collection from 5 Entries to 741 Real Chunks
Every retrieval test since Entry 05 has run against the same handful of entries — three documents in...
Oct 8, 20262 min read0 reactions0 comments
Back to articles 
Oct 6, 2026
Tag archive
#chromadb
I
Oct 7, 2026I Built a Memory System That Actually Helps Me Think
I Built a Memory System That Actually Helps Me Think After 13 days of autonomous...
Oct 7, 20263 min read0 reactions0 comments
Knowledge Bases: The Missing Layer That Lets AI Agents Self-Evolve
By Yaala Labs Most AI agents have a fundamental flaw: they forget everything. Every conversation...
Oct 6, 202610 min read2 reactions0 comments
R
Sep 30, 2026RAG Pipeline from Scratch: Ask Your Documents Questions
Why Automate Content Creation Creating content manually for 9 channels would take 8+ hours...
Sep 30, 20261 min read0 reactions0 comments
R
Oct 2, 2026Reconnected Claude Code Over SSE — and Found the Distance Scores Aren't as Stable as I Thought
Loose end from Entry 14: switching mcp_search_server.py from stdio to SSE broke the Entry 08 Claude...
Oct 2, 20263 min read0 reactions1 comments
R
Aug 31, 2026RAG Pipeline from Scratch: Ask Your Documents Questions
Why Automate Content Creation Creating content manually for 9 channels would take 8+ hours...
Aug 31, 20261 min read0 reactions0 comments
W
Sep 2, 2026Wired the Local MCP Server into Claude Code
Context: Every prior entry in this arc — building the Chroma index, chunking, querying — was done by...
Sep 2, 20262 min read0 reactions0 comments
R
Aug 1, 2026RAG Pipeline from Scratch: Ask Your Documents Questions
Why Automate Content Creation Creating content manually for 9 channels would take 8+ hours...
Aug 1, 20261 min read0 reactions0 comments
C
Aug 27, 2026Chunked a Document and Found a New Retrieval Problem
Context: Chunking means splitting a long document into smaller overlapping pieces before embedding...
Aug 27, 20263 min read0 reactions0 comments
Q
Aug 24, 2026Queried the Local Embeddings Store for the First Time
Context: Building the vector store in the last entry was only half the job — the actual point of...
Aug 24, 20262 min read0 reactions0 comments
B
Aug 21, 2026Built My First Local Embeddings Pipeline (Files + a Live URL)
Context: An embedding model doesn't generate text — it converts text into a list of numbers (a...
Aug 21, 20263 min read0 reactions0 comments
B
Aug 9, 2026Build RAG on Your Phone: A Local AI That Reads Your Files (ChromaDB + Ollama)
Run a complete RAG pipeline on a 15000 rupee Android phone using Termux, Ollama, ChromaDB, and FastEmbed. Build a personal AI assistant that reads your files offline with zero API cost.
Aug 9, 20264 min read0 reactions0 comments