BlogHub Browser Publishing Test: Images and MetadataThis is a private integration-test draft for BlogHub's deterministic Hashnode publishing path. What this validates The article was created through BlogHub's article API, captured as an immutable reviAug 19 · 1 min readtensorworks.hashnode.dev
What Neo4j actually does and how it fits into a GraphRAG pipeline (with a working LlamaIndex example)Every LlamaIndex GraphRAG tutorial starts the same way. Before the first useful Python line, there is a docker run command for Neo4j. That makes Neo4j feel like plumbing, not part of the retrieval desMar 27 · 11 min readtensorworks.hashnode.dev
Py-DockerDB: Simplifying Programmatic Database HandlingIf you’ve ever worked on a backend or data-centric project in a small team, chances are you’ve hit the same wall I did: setting up local databases consistently, reliably, and without friction. It’s a deceptively simple task. And yet, it’s where many ...May 31, 2025 · 4 min readtensorworks.hashnode.dev
Minifying Tables with pymtd2json: Boosting Efficiency in RAG SystemsIn retrieval-augmented generation (RAG) pipelines, input efficiency is paramount, not just in terms of tokens, but also character limits When building a multilingual embedding pipeline, I faced a real challenge:the Cohere multilingual model imposes a...Apr 27, 2025 · 3 min readtensorworks.hashnode.dev
Supercharge Your Jupyter Notebook: SQL Command Magic for IPythonFind the executable notebook https://github.com/amadou-6e/ipython-sqlcmd/blob/main/usage/general_example.ipynb Jupyter Notebooks are widely used for data analysis and scientific computing, but working with databases inside them has always been somewh...Mar 18, 2025 · 4 min readtensorworks.hashnode.dev
