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bekimpilo's Projects

ai-bootcamp icon ai-bootcamp

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

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.

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

helio-ecosystem icon helio-ecosystem

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

machine-learning-from-scratch icon machine-learning-from-scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

ml-design-docs icon ml-design-docs

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

obsei icon obsei

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

open-webui icon open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

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