Python toolkit for building production-ready LLM applications. Modular utilities for prompts, RAG, agents, structured outputs, and multi-provider support.
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Prompt engineering, OpenAI, 2024 (OpenAI) - Provides guidance on structuring effective prompts for large language models, including strategies for providing external context to improve generation quality.
Retrieval Augmented Generation (RAG), LangChain, 2024 (LangChain) - Official documentation explaining how to implement RAG pipelines using the LangChain framework, including integration of retrievers and generators.