Materiały do kursu "Tworzenie aplikacji opartych na LLM i agentach AI z LangChain oraz LangGraph"

RAG (Retrieval-augmented generation) and langchain chat bot example

The goal of this projest is to present 3 different approaches for text classification (trained ML model, zer-shot transformer, RAG).

Simple MCP (Model Context Protocol) to access project files locally and database. It can help in daily development tasks.

This application uses LLMs like DeepSeek, GPT-4o, Claude, Gemini2 or Llama, Mixtral (locally) in order to generate text based on the user input. The user input is used to retrieve relevant informat…

DJI Ryze Tello drone programmed for autonomous actions and detect objects using machine learning models.

Raspberry Pi self driving car using tensor flow convolutional neuron networks model.

Evaluate results generated by Large Language Models in PHP

This package is testing and showing example integrations of PHP package mzarnecki/php-llm-evaluation

This repository contains materials and code examples related to course "Machine learning in Python"

Introducing tool to solve development tasks and bug fix tickets in large projects. This project is using GPT-4o LLM and langchain agents to search the project code base and documentation to support…

Custom training NER model with spacy library and annotaded dataset in JSON

Course Generative AI with LLM in Python that consists of of Jupyter notebooks demonstrating the use of LlamaIndex, LangChain, Ollama, and the Transformers library for building generative AI applica…

This repository contain notebooks with full analysis and machine learning process for different types of datasets including: prices prediction, numeric and categorical data classification and natur…

Dog images classificator build using tensorflow library and AWS Ground Truth service for dataset preparation.

YAML files adapter for flow-php lib

This project is supposed to be a starting template for replacing business logic in PHP projects with machine learning models. I add here common use cases of how to use machine learning models in PH…

Training convolutional neural network model in PHP to predict actions of self-driving car.

Parkinson freezing of gait episode prediction based on time series. repository contains jupyter notebooks for Kaggle competition that were placed in 20% of best model scores https://www.kaggle.com/…

Simple example for building program in Python with speech recording and recognition using speech_recognition library

this script was implemented to import posts and their categories from Drupal 7 to wordpress 4.8