API

Consult with my Agent 

the past several months, I’ve had the chance to immerse myself within the task of adapting APIs and backend systems for consumption by LLMs, specifically agents using the MCP protocol. Initially, I expected...

NumPy API on a GPU?

Is way forward for Python numerical computation? Late last yr, NVIDIA made a big announcement regarding the longer term of Python-based numerical computing. I wouldn’t be surprised for those who missed it. In spite...

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

, I walked you thru organising a quite simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your local files. In that post, I cover the very basics of making embeddings out of...

Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

generate tons of words and responses based on general knowledge, but what happens when we'd like answers requiring accurate and specific knowledge? Solely generative models often struggle to offer answers on domain specific...

Guide to Understanding, Constructing, and Optimizing API-Calling Agents

The role of Artificial Intelligence in technology firms is rapidly evolving;  AI use cases have evolved from passive information processing to proactive agents able to executing tasks. In keeping with a March 2025 survey...

Constructing a Personal API for Your Data Projects with FastAPI

have you ever had a messy Jupyter Notebook stuffed with copy-pasted code simply to re-use some data wrangling logic? Whether you do it for passion or for work, for those who code so...

OpenAI Slashes API Costs, Boosts Coding Capabilities, and Eyes Global Expansion

Good morning. It’s Friday, April 18th.On today in tech history: 2006: Toshiba launched its HD DVD high-definition video disc format in the US, though HD DVD eventually lost to Blu-ray. OpenAI...

No More Tableau Downtime: Metadata API for Proactive Data Health

In today’s world, the reliability of information solutions is every part. After we construct dashboards and reports, one expects that the numbers reflected there are correct and up-to-date. Based on these numbers, insights are...

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