Fast, reliable data for ChatGPT and LLMs
Extract text content from the web to feed your vector databases, fine-tune or train your large language models (LLMs) such as ChatGPT or LLaMA.
Generative AI is powered by web scraping
Data is the fuel for AI, and web is the largest source of data ever created. Today's most popular language models like ChatGPT or LLaMA were all trained on data scraped from the web. Apify gives you the same superpowers and brings the vast amounts of data from the web to your fingertips.
Extract documents from the web and load them to vector databases for querying and prompt generation.
Extract text and images from the web to generate training datasets for your new AI models.
Use domain-specific data extracted from the web to fine-tune an existing AI model.
🦜🔗 LangChain and LlamaIndex 🦙 integration
Load results from Apify Actors directly into LangChain or LlamaIndex vector indexes. Build AI chatbots and other apps that query text data crawled from websites such as documentation, knowledge bases, blog posts, and other online sources.
Ingest entire websites automatically
Gather your customers' documentation, knowledge bases, help centers, forums, blog posts, and other sources of information to train or prompt your LLMs. Integrate Apify into your product and let your customers upload their content in minutes.
Enrich your LLM with your own data or data from the web to deliver accurate responses. Unlock the power of real-time information, ensuring your chatbot is always up-to-date and relevant.
Provide your chatbot with data from external sources like forums, review sites or social media so it can give you real-time insights, sentiment analysis, and actionable feedback about your brand.
Make your chatbot more intelligent and accurate by integrating your own and external online sources. Impress users with precise, reliable, and personal interactions.
Effortlessly stay informed with a chatbot that aggregates and condenses the latest news. Gauge public sentiment, grasp prevailing opinions, and make informed decisions.
Enrich your LLMs with public web data
Use pre-built scrapers for social networks, popular news sites, or product reviews from platforms and marketplaces. Schedule them to run regularly or integrate them into your product and let your customers choose what they want to monitor themselves.
Custom web scraping solutions
If our ready-made scrapers don't fit your needs, you can use Apify to build your own scrapers or get in touch with our sales team to discuss the development of custom web scrapers that will perfectly match your use case.
Read about AI and web scraping
Find out how we think generative AI and machine learning will transform web scraping.
How I use GPT Scraper to let ChatGPT access the internet
Do you dream of letting ChatGPT roam the net? GPT Scraper uses web scraping to do just that, with the help of the OpenAI API.
AI and copyright: the legal landscape
Is AI-generated content protected by copyright law? And can copyrighted content be used to train AI? We explore the legal landscape for answers.
Applications of ChatGPT and other large language models in web scraping
Many people are wondering and (un)happily speculating on when and how large language models will change their work and industry. So what about AI and web scraping?
Building functional AI models for web scraping
Combining machine learning and web scraping is a natural next step in web automation. Let's explore how this comes into reality with three AI-based web scraping projects: Product Mapping, Automated Product Detail Extraction, and Browser Fingerprint Generator.