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Regular Python & Coding videos: ---------------------------------------------------- --------------------------------------------------------------------------------------------- ► AI - LLMs - Vector Databases ► Automation - creation of documents (CSV, DOCX, PDF) ► EBAY API with Python ► Bitcoin ► ML and AI including chatGPT, LangChain and HuggingFace ► Google Cloud Platform Tutorials ► API integration + FastAPI ► Network Automation ► Web Scraping (Requests, Scrapy, BeautifulSoup)
Channel created: June 25, 2019
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Neural Net - day 1 | SGD with Backpropagation
A quick look at back propagation with a "neural net" using NumPy Not a tutorial! ; ) #StochasticGradientDescent SGD ------- Randomly shuffles data each epoch More "noisy" path to convergence Each...
Semantic Cached Search | RAG
🚀 Build a **Semantic Question Answering System** in Python using a **Vector Database** - with cache for performance. In this project, we load and embed data, populate a vector store, and query it ...
Demo of HTTP Streamable in MCP using FastMCP | model context protocol example
StreamableHttpTransport (recommended, default for HTTP URLs) or SSETransport (legacy option) for web-based deployments. https://gofastmcp.com/clients/transports https://www.youtube.com/playlist?l...
Create an MCP Server from an API | OpenAPI with FastMCP
Build an MCP Server from OpenAPI Spec - This will save you hours! The official docs mention the API to MCP capability but I had to work it all out. The examples you may see online typically have a...
LLM Group Chat - Websockets
In this video, we dive into building an **async chat server** that supports multiple clients and integrates **OpenAI's language model** for intelligent responses! Using **Python's asyncio**, WebSoc...
MCP Server | Build and Deploy | Docker & Python version
Hello everyone! In this video, we're bringing together several concepts from earlier discussions to dive deep into **Model Context Protocol (MCP)**. You'll learn how to: ✅ **Build Your Own MCP S...
How to Create a Docker MCP Server in Python
Creating an MCP Server in Python and serving it with Docker. In this video I explain how I used "MCP Create Server" and then created the boilerplate MCP server and added a Dockerfile to produce a f...
MCP protocol - goose client | adding MCP Servers
Want to write and test your own MCP server without needing Claude Desktop? - "Goose is an open source AI agent that supercharges your software development by automating coding tasks. " - I wanted t...
MCP Server - Screenshot examaple
In this video we test the MCP Server Screenshot capture example in Python As per the example : "Take a screenshot of the user's screen and return it as an image. Use this tool anytime the user wan...
MCP Python SDK | Websockets 🚀
MCP Python SDK | Websockets have been added in Python SDK 1.4.0 released today. This represents a significant evolution for MCP, as it will allow: Communication between processes on different mac...