LlamaIndex支持加载哪些类型的数据？

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15:22

A quick walk-through of LlamaParse: simplified document parsing for generative AI applications

LlamaParse is a document parsing tool accessible via cloud.llamaindex.ai that supports various file types including PDFs, Word docs, PowerPoints, images, and spreadsheets. It's accessible via a web UI, SDKs in Python and TypeScript, and directly via an HTTP API. In this video I walk you through some of the many amazing features of LlamaParse, including: * Markdown and plain text output options * JSON mode for richer metadata extraction * Multi-language support for improved OCR and parsing of non-English documents * Parsing instructions to handle specific document types (e.g., manga) and complex content (e.g., mathematical equations) * Extraction of image data from documents * Parsing complex documents with tables and images * Integration with LlamaIndex for creating searchable indexes * Recursive retrieval for detailed querying of parsed content * Language selection, page separators, bounding boxes, and caching settings LlamaParse can be integrated with other LlamaIndex tools for advanced document processing and retrieval tasks. Links: LlamaParse repo: https://github.com/run-llama/llama_parse Examples: https://github.com/run-llama/llama_parse/tree/main/examples LlamaParse docs: https://docs.cloud.llamaindex.ai/llamaparse/getting_started

LlamaIndex

2024年7月23日

6.6K

107

https://www.youtube.com/watch?v=5Ahdg1DkPMc

16:52

Llamaindex - primeros pasos con un RAG framework

Este video explica los conceptos basicos de llamaindex y como comenzar a armar un RAG en python. Se trabaja con varios notebooks para mostrar algunas de sus funcionalidades. Material: -------------------------------------- 🦙https://llamaindex.ai/ 📈https://huggingface.co/spaces/mteb/leaderboard ☕Para apoyar el canal: https://ko-fi.com/puntoia Capítulos: 00:00 Introducción 01:35 Caracteristicas y cuando usar 03:42 Recursos y Documentación 04:39 Programar RAG en memoria 11:28 Programar RAG en disco 13:56 Programar RAG en chromaDB 15:46 Estimación de costos #llm, #gpt4 #gpts #openai #prompt #chatgpt #llamaindex #assistantapi #chatbot #rag #retrieval

PuntoIA

2024年4月13日

3.7K

206

https://www.youtube.com/watch?v=8hiomtDzm9g

8:02

Get Started With Llamaindex.TS In 8 Minutes

In this video, I show a couple example of how you can get easily set up with some high level examples using the Llamaindex Typescript/Javascript SDK. I will show you how you can easily query either a single document or a directory of documents with LlamaIndex. Don't forget to npm/pnpm/yarn/bun i llamaindex! https://www.llamaindex.ai/ https://www.npmjs.com/package/llamaindex https://ts.llamaindex.ai/ Connect and Support I'm the developer behind Developers Digest. If you find my work helpful or enjoy what I do, consider supporting me. Here are a few ways you can do that: Patreon: Support me on Patreon at patreon.com/DevelopersDigest Buy Me A Coffee: You can buy me a coffee at buymeacoffee.com/developersdigest Website: Check out my website at developersdigest.tech Github: Follow me on GitHub at github.com/developersdigest Twitter: Follow me on Twitter at twitter.com/dev__digest

Developers Digest

2023年12月13日

2.9K

https://www.youtube.com/watch?v=i1qTOKpTUWo