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klotz: llm* + document*

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1. DS4SD / docling

   Docling is a tool that parses documents and exports them to desired formats like Markdown and JSON. It supports various document formats including PDF, DOCX, PPTX, Images, HTML, AsciiDoc, and Markdown.

   2024-11-01 Tags: docling, ibm, document, parsing, markdown, json, pdf, docx, pptx, ocr, llm by klotz
2. Parse Your Invoices with LayoutLM and Label Studio

   We introduce LayoutLM, one of the renowned models for extracting information from documents, developed by Microsoft. To tailor a solution for our specific needs, we label our documents using Label Studio, an open-source labeling tool, connected to our remote storage AWS S3.

   2024-04-16 Tags: llm, document, image processing, recognition, pdf, invoice by klotz
3. Document AI Custom Extractor, powered by gen AI, is now Generally Available

   train models for processing documents based on specific needs and requirements. It offers capabilities such as entity recognition, key information extraction, and data validation,

   2024-01-12 Tags: document, llm, google, extraction, scraper by klotz
4. JPMorgan AI Research Introduces DocLLM: A Lightweight Extension to Traditional Large Language Models Tailored for Generative Reasoning Over Documents with Rich Layouts - MarkTechPost

   2024-01-06 Tags: llm, multi-modal, structured, document, classification by klotz
5. Building RAG-Based Chatbots Using Streamlit + Langchain

   2023-11-07 Tags: rag, llm, streamlit, langchain, document, search, summarization, q and a by klotz
6. Unveiling Ragna: An Open Source RAG-based AI Orchestration Framework Designed to Scale From Research to Production | Quansight Consulting

   pip install 'ragna builtin » ' # Install ragna with all extensions
   ragna config # Initialize configuration
   ragna ui # Launch the web app

   2023-11-02 Tags: llm, rag, python, ragna, ui, chat, document, orchestration by klotz
7. From RAGs to Riches 10 Applications of vector search to deeply understand your data and models

   Image Similarity Search
   Reverse Image Search
   Object Similarity Search
   Robust OCR Document Search
   Semantic Search
   Cross-modal Retrieval
   Probing Perceptual Similarity
   Comparing Model Representations
   Concept Interpolation
   Concept Space Traversal
   Image Similarity Search

   2023-10-26 Tags: llm, rag, similarity, vision, document, search, machine learning by klotz
8. QA using a Retriever |

   2023-08-17 Tags: langchain, document, search, llm, chat, faiss, chromadb, vector database by klotz
9. Running Llama 2 on CPU Inference Locally for Document Q&A | by Kenneth Leung | Jul, 2023 | Towards Data Science

   2023-08-17 Tags: document, search, llm, chat, faiss, vector database, llama, llama 2 by klotz
10. llama-2 on cpu inference for document q-and a

    2023-07-22 Tags: llama-2, llm, cpu, inference, document, q-and a, langchain by klotz

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