Shypd.aiThe largest open index of AI toolsllm-books is an Open Source research and education tool that provides practical notes and code examples for building applications with Large Language Models (LLMs). It covers topics from OpenAI API usage to LangChain programming and RAG systems.
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llm-books is an open-source GitHub repository offering a comprehensive collection of practical notes and code examples for developing applications with Large Language Models (LLMs). It serves as an educational resource for developers looking to understand and implement LLM technologies. The repository covers a wide range of topics, including an overview of LLMs, hands-on chatbot development using the OpenAI API, an introduction to LangChain modules (Chains, Agents, Callbacks), embedding techniques, and building enterprise knowledge bases with LlamaIndex. It also delves into advanced subjects like HuggingGPT, LLMOps, Agent systems, RAG (Retrieval-Augmented Generation) strategies, and LLM application evaluation. The resource includes insights into domestic model vendor APIs and provides a structured learning path for AI application development.
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