Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
Unbody: Agentic RAG Chatbots
This talk demonstrates building an agentic RAG chatbot by ingesting and enhancing unstructured web data using Unbody’s tools, culminating in a functional chatbot.
We wanted to show—not tell—what Unbody can do. So for every serious lead, we build them a free demo: an agentic RAG chatbot powered by their own website. In this talk, I’ll walk through the exact process—how we ingest unstructured web data, run it through Unbody’s enhancement agents (like summarization and structured generators), and serve it via Unbody’s content API into a real, functioning chatbot.
Open-source AI backend stack integrates vector storage, agents, and headless GraphQL APIs.
Related projects
Conversational RAG chatbot
Columbus
Learn how to build a Python conversational chatbot that converts spoken queries into answers using speech‑to‑text, retrieval‑augmented generation,…
Agents using Advanced RAG Capabilities
Dubai
Demonstrates a proof‑of‑concept using modern retrieval methods—late interaction, OCR‑free pipelines, reasoning retrievers, and hypothetical embeddings—to improve agentic systems…
The workday AI health coach
Amsterdam
Learn how Mobi, an AI health coach, helps desk workers build healthy habits and prevent musculoskeletal disorders, reducing…
Building a full-stack AI business co-founder
Amsterdam
We’ll show how Starnus uses Gemini‑supervised integration of third‑party AI agents for automated investor discovery and lead generation,…
AI science agent
Amsterdam
An experiment automating scientific research using GPT-5 Codex CLI resulted in a complete, non-trivial research paper, presented on…
Vital AI Agent Ecosystem + Chat.ai
New York City
Demonstration of an open standard and open-source Vital AI Agent Ecosystem for deploying agents, enabling inter-agent communication, collaboration,…