How I built an AI-powered tool in 10 minutes
Want to create your own AI tool? I'll walk you through building a GPT-powered Website Spell Checker using the Apify platform. Almost no coding.
Category
LLMs
Discover how LLMs, such as GPT-4, can revolutionize your web scraping and automation workflow. Explore the power of natural language understanding, text generation, and context-aware responses to enhance data extraction, content analysis, and AI-driven applications. Unleash the potential of Apify's LLM integration to generate high-quality text, improve language processing tasks, and unlock new possibilities in automated data handling and communication.
25 Posts
What is retrieval-augmented generation (and why use it for LLMs)?
RAG has revolutionized search and information retrieval. We explain how it works.
How we built an AI salesman with the OpenAI Assistants API
Learn how to build, manage, and update an enterprise support assistant effectively using OpenAI assistant and Apify.
Custom GPTs: how to build a GPT with a knowledge base
Step-by-step guide to building your own custom GPT with web data as a knowledge base.
What is Pinecone and why use it with your LLMs?
The rise of generative AI resulted in a massive interest in vector databases, making Pinecone an industry leader.
LLM web scraping: using large language models to talk to websites
Discover a new way to interact with websites using large language models. Website Content Crawler makes it easy to ingest and process web content, turning any website into a conversational partner for your AI chatbot or LLM.
8 open-source LangChain alternatives
LangChain is a powerful framework for developing LLM apps, but it's not without its disadvantages. So what are the alternatives?
Text generation with Hugging Face
An exploration of the Hugging Face text-to-text generation pipeline.
LlamaIndex vs. LangChain
A guide to the functionalities of LlamaIndex and LangChain so you know when to use them.
What is data ingestion for large language models?
Learn about the process of collecting and preparing data for your own LLMs. Tools and tips included.
Add custom actions to your GPTs with Apify Actors
Apify Actors now export the OpenAPI specs for their API, which makes it easy to call them from your GPTs and give them web scraping capability.
How to integrate Google Search into your AI apps
A quick guide to creating an internet-access-enabled AI application.
Multimodal AI: what can it do, and why is it a game-changer?
Current uses of multimodal AI and implications for the future.
Of centaurs and cyborgs: how AI is reshaping work
Reflections on Navigating the Jagged Technological Frontier.
How to improve AI models with web scraping and data augmentation
The problems of AI degradation and model collapse and how to solve them.
How to create a custom AI chatbot with Python
By the end of this short tutorial, you'll know how to use Python to develop a retrieval-augmented chatbot!
How Intercom uses Apify to feed web data to its AI chatbot for customer support
Find out how Fin, Intercom’s new customer support AI chatbot, uses Apify's web crawling technology to leverage data from customer websites and documentation.
Web scraping for AI: how to collect data for LLMs
A tutorial that shows you how to crawl, extract, and process web data to feed, fine-tune, or train large language models.