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Today I Ran Series' Articles

Back to Nerav Doshi's Series

Aug 7

Deployed llama3.2:1b locally via Ollama

#ollama #llm #todayiran

2 min read

Aug 10

Built a constrained 'oc CLI Mentor' with a system prompt

#ollama #llm #systemprompt #todayiran

2 min read

Aug 14

Compared llama3.2:1b vs llama3.2:3b Memory Footprint

#ollama #llm #todayiran

2 min read

Aug 19

Compared Quantization Levels: Q4 vs Q8 vs FP16 on llama3.2:1b

#ollama #llm #todayiran

3 min read

Aug 21

Built My First Local Embeddings Pipeline (Files + a Live URL)

#ollama #rag #embeddings #chromadb

3 min read

Aug 24

Queried the Local Embeddings Store for the First Time

#ollama #rag #embeddings #chromadb

2 min read

Aug 27

Chunked a Document and Found a New Retrieval Problem

#ollama #rag #embeddings #chromadb

3 min read

Sep 2

Wired the Local MCP Server into Claude Code

#ollama #rag #mcp #chromadb

2 min read

Sep 9

Containerized Ollama and Found the Real Memory Overhead

#ollama #podman #containers #resourceplanning

2 min read

Sep 18

Deployed Ollama to Local Kubernetes With No Resource Limits

#ollama #kubernetes #kind #resourceplanning

2 min read

Sep 18

The Same Memory Number That Worked in Podman Got OOMKilled in Kubernetes

#ollama #kubernetes #kind #resourceplanning

2 min read

Sep 21

Found the Real Kubernetes Memory Ceiling — It Wasn't Double

#ollama #kubernetes #kind #resourceplanning

2 min read

Sep 24

Built a Hand-Rolled Agent Loop and Found a Weird Retrieval Bias

#ollama #mcp #agents #rag

3 min read