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Build a Website Knowledge Chatbot Using Streamlit, ChromaDB, Olostep, and OpenAI

Have you ever wanted a smart AI assistant that understands your entire website and can answer questions like ChatGPT? In this tutorial, we’ll show you how to build it — without training your own LLM or managing any backend. We’ll use: ✅ Olostep to crawl and extract website content ✅ ChromaDB to store and search content embeddings with metadata ✅ OpenAI (v1.7.6) for embeddings and GPT-4 summarization ✅ Streamlit to build a live chatbot UI Perfect for product sites, documentation portals, and landing pages.

Apr 25, 2025 - 15:08
 0
Build a Website Knowledge Chatbot Using Streamlit, ChromaDB, Olostep, and OpenAI

Have you ever wanted a smart AI assistant that understands your entire website and can answer questions like ChatGPT? In this tutorial, we’ll show you how to build it — without training your own LLM or managing any backend.

We’ll use:

✅ Olostep to crawl and extract website content

✅ ChromaDB to store and search content embeddings with metadata

✅ OpenAI (v1.7.6) for embeddings and GPT-4 summarization

✅ Streamlit to build a live chatbot UI

Perfect for product sites, documentation portals, and landing pages.

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