In this video, I will walk you through the document parsing using LlamaParse from LlamaIndex. LlamaParse allows you to securely parse complex documents such as PDFs, PowerPoints, Word documents and spreadsheets into structured data using state-of-the-art AI.
LlamaParse is available as a standalone REST API, a Python package, a TypeScript SDK, and a web UI.
First, I will walk you through the UI and then implement the same thing via python code. Let’s dive into it.
00:00 Introduction to Document Parsing
01:01 Exploring LlamaParse Documentation and Features
02:12 Understanding Document Parsing Limitations
06:55 Hands-On with LamaParse UI
09:56 Parsing Techniques and Modes
16:13 Advanced Parsing Instructions and Examples
31:36 Formatting Output with Parsing
32:27 Extracting Information from Excel Files
33:06 Image Parsing Demonstration
33:45 Parsing Audio Files
34:56 Exploring Output Modes and Limitations
35:36 Multimodal Parsing and Vendor Models
39:19 Setting Up the Code Environment
43:11 Running Parsing Examples in Code
46:18 Advanced Parsing Instructions
48:26 Using Auto Mode for Parsing
49:22 Extracting Specific Page Information
51:28 JSON Output and Audio Parsing in Code
52:53 Multimodal Parsing in Code
53:29 RAG Example and Embeddings
59:15 Recap and Conclusion
Link ⛓️💥
https://www.llamaindex.ai/blog/introducing-llamaparse-premium
https://docs.cloud.llamaindex.ai/llamaparse/getting_started
https://www.llamaindex.ai/
https://cloud.llamaindex.ai/
https://github.com/sudarshan-koirala/youtube-stuffs
https://docs.astral.sh/uv/
https://console.groq.com/login
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