AI Structured Outputs with LLMs, LlamaIndex & Pydantic
Автор: BugBytes
Загружено: 2025-08-04
Просмотров: 4998
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In this video, we'll look at how to take LLM text output, and convert it to a structured format using Pydantic model classes. We'll look at how to achieve this with LlamaIndex Structured LLMs.
📌 𝗖𝗵𝗮𝗽𝘁𝗲𝗿𝘀:
00:00 Intro to Structured Outputs
01:20 Introduction to LlamaIndex and Pydantic
05:38 Data Extraction - PDF raw text to Pydantic model via OpenAI model
𝗦𝗼𝗰𝗶𝗮𝗹 𝗠𝗲𝗱𝗶𝗮:
📖 Blog: https://bugbytes.io/posts/
👾 Github: https://github.com/bugbytes-io/
📚 𝗙𝘂𝗿𝘁𝗵𝗲𝗿 𝗿𝗲𝗮𝗱𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻:
Sample PDF: https://slicedinvoices.com/pdf/wordpr...
LlamaIndex: https://www.llamaindex.ai/
LlamaIndex Structured Data Extraction: https://docs.llamaindex.ai/en/stable/...
Pydantic Playlist: • Pydantic
#llms #llamaindex #openai
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![How to Get Structured Outputs with Ollama [Pydantic Models]](https://ricktube.ru/thumbnail/KCJwvMFLjgA/mqdefault.jpg)
![Advanced RAG with LlamaIndex - Metadata Extraction [2025]](https://ricktube.ru/thumbnail/yzPQaNhuVGU/mqdefault.jpg)