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Andrej Baranovskij

@andrejusb • 6,697 subscribers

Sparrow Creator: Open-Source AI Doc Extraction 🚀 | ML/Oracle Dev | @katana_ml | Try: https://t.co/V0h9FMJzKb | https://t.co/nRgXgLL0mO

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Transforming Invoice Data into JSON: Local LLM with LlamaIndex & Pydantic 🚀 Complete video: Code: I explain how to get structured JSON output with LlamaIndex and dynamic Pydantic class. This helps to implement the use case of data extraction from invoice documents. The solution runs on the local machine, thanks to Ollama. I'm using a MacBook Air M1 with 8GB RAM. LlamaIndex 🦙 Pydantic ollama #Python #LLM #RAG
1:56
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Transforming Invoice Data into JSON: Local LLM with LlamaIndex & Pydantic 🚀 Complete video: Code: I explain how to get structured JSON output with LlamaIndex and dynamic Pydantic class. This helps to implement the use case of data extraction from invoice documents. The solution runs on the local machine, thanks to Ollama. I'm using a MacBook Air M1 with 8GB RAM. LlamaIndex 🦙 Pydantic ollama #Python #LLM #RAG

Andrej Baranovskij

147,947 просмотров • 2 лет назад

Structured Output from Multipage PDF with Sparrow (Qwen2 Vision LLM and MLX) I explain how multipage PDFs are handled in Sparrow to extract structured data in a single call.
2:32
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Structured Output from Multipage PDF with Sparrow (Qwen2 Vision LLM and MLX) I explain how multipage PDFs are handled in Sparrow to extract structured data in a single call.

Andrej Baranovskij

30,645 просмотров • 1 год назад

Effective Table Data Extraction from PDF without LLM Sparrow Parse helps to read tabular data from PDFs, relying on various libraries, such as Unstructured or PyMuPDF4LLM. This allows us to avoid data hallucination errors often produced by LLMs when processing complex data structures. Learn more: ✅ ✅ Katana
2:26
andrejusb's profile picture

Effective Table Data Extraction from PDF without LLM Sparrow Parse helps to read tabular data from PDFs, relying on various libraries, such as Unstructured or PyMuPDF4LLM. This allows us to avoid data hallucination errors often produced by LLMs when processing complex data structures. Learn more: ✅ ✅ Katana

Andrej Baranovskij

27,886 просмотров • 2 лет назад

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