How to Build a Safe AI Agent Harness in Python With Tool Validation, a File Sandbox, and Run Limits
Build a small tool-calling agent harness in Python that...
Browse Tag
Ollama
35 Articles
How to Build Hybrid Search in Python With BM25, Local Embeddings, and Reciprocal Rank Fusion
Build hybrid search in Python from scratch: BM25 verified...
How to Build a Multi-Stage AI Agent Pipeline in Python to Stop Errors From Compounding
A four-stage AI agent pipeline for SLA credit reconciliation,...
How to Measure Whether Cross-Encoder Reranking Actually Improves RAG Retrieval
A step-by-step Python tutorial that builds a cross-encoder...
How to Review AI-Generated Python Code Before You Merge It
A five-step, repeatable workflow for catching the bugs AI coding...
How to Calibrate an LLM-as-Judge Against Human Ratings With Cohen’s Kappa
A hands-on Python tutorial that validates a local LLM judge...
How to Automatically Tune RAG Chunk Size and Top-K With a Local Eval Harness
Build a local evaluation harness that measures real RAG...
How to Give a Local AI Agent Persistent Memory With Python and Ollama
A hands-on guide to building persistent AI agent memory in...
How to Build an AI System That Knows When It Doesn’t Know With Ollama and Python
A step-by-step guide to a three-layer defense against confident...
How to Build a Local File Analysis AI Agent With Python and Ollama
A hands-on Python tutorial that builds a local file-analysis AI...