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October 24, 2024
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Seattle
Notorious R.A.G: RAG Coding Helper
Demonstration of Notorious R.A.G, an open‑source Discord bot that uses RAG, memory, real‑time visualizations, and human‑in‑the‑loop prompts to deliver accurate code snippets.
Video
Overview
We made an opensource Bot that can leverage humans to provide hyper accurate code snippets in discord using memory.
AI Bots are great, but they often make a lot of mistakes. We can’t trust them to run wild. I’ll demo how Notorious R.A.G. that can answer very specific coding questions with an agentic RAG flow, look up its past information, and even knows how to ask a human for advice before moving forward with the reply.
Links
Discord RAG bot uses LLMs, Pinecone, human feedback for quality answers.
Tech stack