Hugging Face transformers Documentation, Hugging Face, 2024 - Official documentation for the transformers library, offering detailed guides on using pre-trained models, fine-tuning, and interacting with the Hugging Face Hub.
LangChain Documentation, LangChain, 2024 (LangChain) - Official documentation for the LangChain framework, providing guides and API references for building LLM applications with modular components.
LlamaIndex Documentation, LlamaIndex, 2024 - Official documentation for LlamaIndex, covering data loading, indexing, and querying strategies for connecting LLMs with external data sources.
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 (NeurIPS)DOI: 10.48550/arXiv.2005.11401 - Introduces the Retrieval-Augmented Generation (RAG) approach, a paper for understanding how LLMs can incorporate external knowledge.