Retrieval Augmented Generation pipeline with ChromaDB, Langchain and Discord.py

This article provides a comprehensive guide on integrating Retrieval-Augmented Generation (RAG) with a Discord bot, leveraging the power of Large Language Models (LLMs) like OpenAI's GPT or LangChain's Ollama. This advanced tutorial is aimed at developers interested in building sophisticated Discord bots that can provide informative responses, generate images, and interact with databases, all powered by cutting-edge AI technologies.

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Naoufel

2/19/20241 min read

Prerequisites

Before starting, ensure your Python environment is set up correctly. You should have Python 3.6 or newer installed. Verify your Python version with: