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bekimpilo's Projects

ai-bootcamp icon ai-bootcamp

Self-paced bootcamp on Generative AI, LLMs & AI Agents

chatpdf icon chatpdf

chat with pdf with mistral.ai + streamlit

create-ui icon create-ui

Generate a working React codebase for a range of generative and semantic search UIs

generative-ai icon generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24

gpt-newspaper icon gpt-newspaper

GPT based autonomous agent designed to create personalized newspapers tailored to user preferences.

gpt-researcher icon gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

graphllm icon graphllm

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

helio-ecosystem icon helio-ecosystem

Main repository of the ecosystem that works as road map of the helio ecosystem project

introduction_to_pyspark icon introduction_to_pyspark

This repository provides an introduction to PySpark, a Python library for distributed data processing with Apache Spark.

llm-movieagent icon llm-movieagent

Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the database

llm-playlab icon llm-playlab

This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and impact of these models across various applications.

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