This repository offers a comprehensive suite of LLM chatbot projects and tutorials, targeting developers and researchers interested in Retrieval Augmented Generation (RAG), LLM agents, and fine-tuning techniques. It provides practical implementations and comparative analyses of popular frameworks like Langchain and LlamaIndex, enabling users to build advanced, multimodal, and web-integrated AI assistants.

How It Works

The projects leverage a modular structure, with each project folder containing source code, configurations, and data. Core functionalities often involve integrating LLMs (like OpenAI's GPT models or open-source alternatives such as Google Gemma) with vector databases (ChromaDB) and search engines (DuckDuckGo). Techniques like RAG are implemented in various ways, including preprocessed documents, user-uploaded files, and live website scraping, with advanced features like image generation/understanding and text/voice interaction.

Quick Start & Requirements

• Install: Clone the repository (git clone https://github.com/Farzad-R/LLM-Zero-to-Hundred.git), create a Python 3.11 virtual environment, navigate to the specific project directory (e.g., cd WebRAGQuery), and install dependencies (pip install -r requirements.txt).
• Prerequisites: OpenAI API keys are frequently required. Some projects utilize Hugging Face models (e.g., BAAI/bge-large-en).
• Resources: Setup involves standard Python environment configuration. Specific project requirements may vary.
• Links: [YouTube Playlist](https://www.youtube.com/playlist?list=PL_f5_b0z4_f31j_j3_2057_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_g_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