Turn your website into an AI chatbot

Automate content updates for customer support and beyond with Website Content Crawler. Convert your website, blog, or FAQ into a chatbot-ready format. Keep your data current and relevant with fresh web data without worrying about scraping challenges or infrastructure.

Website Content Crawler avatar

Website Content Crawler

apify/website-content-crawler

Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.

User avatar

Apify

29.1k

734

Google Search Results Scraper avatar

Google Search Results Scraper

apify/google-search-scraper

Scrape Google Search Engine Results Pages (SERPs). Select the country or language and extract organic and paid results, AI overviews, ads, queries, People Also Ask, prices, reviews, like a Google SERP API. Export scraped data, run the scraper via API, schedule runs, or integrate with other tools.

User avatar

Apify

51.1k

261

Extended GPT Scraper avatar

Extended GPT Scraper

drobnikj/extended-gpt-scraper

Extract data from any website and feed it into GPT via the OpenAI API. Use ChatGPT to proofread content, analyze sentiment, summarize reviews, extract contact details, and much more.

User avatar

Jakub Drobník

1.2k

54

RAG Web Browser avatar

RAG Web Browser

apify/rag-web-browser

Web browser for OpenAI Assistants API and RAG pipelines, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages from the results, and returns their cleaned content as Markdown for further processing by an LLM.

User avatar

Apify

270

41

Pinecone Integration avatar

Pinecone Integration

apify/pinecone-integration

This integration transfers data from Apify Actors to a Pinecone and is a good starting point for a question-answering, search, or RAG use case.

User avatar

Apify

119

19

Qdrant Integration avatar

Qdrant Integration

apify/qdrant-integration

Transfer data from Apify Actors to a Qdrant vector database.

User avatar

Apify

19

3

Convert your website into usable data

Apify's Website Content Crawler transforms web content into Markdown files optimized for human readability and LLM processing. It removes unnecessary elements like headers, navigation bars, and cookie banners, leaving only the content that matters.

Embed and store your data efficiently

Website Content Crawler integrates with tools like Pinecone and other vector databases to create and store embeddings. The Apify platform lets you automate regular scraping to make sure your data stays accurate and up-to-date.

Integrate with RAG pipelines for smart solutions

Use the data for RAG pipelines to create customer support chatbots that can answer questions directly from your site’s content, agent Q&A systems to connect your data with vector databases for retrieval, and current documentation hubs for developers working with specific libraries.

Get started

Start building a workflow that automates content scraping and prepares your data for chatbot integration. Keep your information relevant without spending resources on technical hurdles.