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12 changes: 12 additions & 0 deletions topics/langchain/index.md
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---
aliases: langchain-core
created_by: hwchase17
display_name: LangChain
github_url: https://github.com/langchain-ai/langchain
related: artificial-intelligence, llm, prompt-engineering, rag, agents
short_description: LangChain is an open-source framework designed to simplify the creation of applications using large language models.
topic: langchain
url: https://www.langchain.com/
wikipedia_url: https://en.wikipedia.org/wiki/LangChain
---
LangChain is an open source orchestration framework designed to help developers build context-aware, reasoning applications powered by large language models (LLMs). It provides modular abstractions for document loaders, vector stores, prompt templates, and autonomous agent workflows.
12 changes: 12 additions & 0 deletions topics/transformers/index.md
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---
aliases: huggingface-transformers
created_by: huggingface
display_name: Transformers
github_url: https://github.com/huggingface/transformer
related: machine-learning, deep-learning, pytorch, nlp, artificial-intelligence
short_description: Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio.
topic: transformers
url: https://huggingface.co/docs/transformers
wikipedia_url:
---
Transformers provides thousands of pretrained models to perform tasks on text, vision, and audio. Developed by Hugging Face, it simplifies downloading, training, and fine-tuning state-of-the-art architectures including BERT, GPT, Llama, and Whisper across PyTorch, TensorFlow, and JAX backends.
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