Of centaurs and cyborgs: how AI is reshaping work
Reflections on Navigating the Jagged Technological Frontier.
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.
14 Posts
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!
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.
Traditional NLP techniques and the rise of LLMs
The field of NLP has changed with the rise of LLMs, but NLP still has a role to play. Apply NLP techniques to scraped data and learn about tokenization, stemming, lemmatization, removing stop words, and more NLP techniques.
What is Haystack? An introduction to the NLP framework
In a previous blog post, we introduced you to a renowned platform for NLP: Hugging Face. Now it's Haystack's turn!
What is Hugging Face 🤗 and why use it for NLP and LLMs?
How Hugging Face has revolutionized NLP and is making complex language models more accessible to a wide range of users.
How to use LangChain with OpenAI, Pinecone, and Apify
Use LangChain, Pinecone, and Apify to extend the capabilities of OpenAI's ChatGPT and answer questions based on data after 2021 or from any dataset.
6 open-source Pinecone alternatives for LLMs
Pinecone is an excellent vector database for generative AI. But so are these open-source alternatives!