OpenAI Platform Documentation, OpenAI, 2024 - Provides comprehensive information on interacting with OpenAI's Large Language Models, including API usage, prompt engineering guidance, and application development considerations.
LangChain Documentation, LangChain, 2024 - The official resource for learning and using LangChain, a framework for developing applications powered by language models. It details workflow orchestration and agent construction.
LlamaIndex Documentation, LlamaIndex, 2024 - Official documentation for LlamaIndex, which connects Large Language Models with external data. It covers data ingestion, indexing, and querying strategies.
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks, Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela, 2020Advances in Neural Information Processing Systems, Vol. 33 (Curran Associates, Inc.)DOI: 10.48550/arXiv.2005.11401 - A foundational research paper introducing Retrieval-Augmented Generation (RAG), a method that combines information retrieval with language generation for knowledge-intensive tasks.