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rename manual_extraction to manuals_llm_extraction (#139)
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README.md

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| [Text Embedding](examples/text_embedding) | Index text documents with embeddings for semantic search |
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| [Code Embedding](examples/code_embedding) | Index code embeddings for semantic search |
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| [PDF Embedding](examples/pdf_embedding) | Parse PDF and index text embeddings for semantic search |
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| [Manual Extraction](examples/manual_extraction) | Extract structured information from a manual using LLM |
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| [Manuals LLM Extraction](examples/manuals_llm_extraction) | Extract structured information from a manual using LLM |
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More coming and stay tuned! If there's any specific examples you would like to see, please let us know in our [Discord community](https://discord.com/invite/zpA9S2DR7s) 🌱.
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examples/manual_extraction/README.md renamed to examples/manuals_llm_extraction/README.md

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Setup:
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```bash
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python manual_extraction.py cocoindex setup
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python manuals_llm_extraction.py cocoindex setup
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```
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Update index:
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```bash
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python manual_extraction.py cocoindex update
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python manuals_llm_extraction.py cocoindex update
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```
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### Query the index
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Run CocoInsight to understand your RAG data pipeline:
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```
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python manual_extraction.py cocoindex server -c https://cocoindex.io
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python manuals_llm_extraction.py cocoindex server -c https://cocoindex.io
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```
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Then open the CocoInsight UI at [https://cocoindex.io/cocoinsight](https://cocoindex.io/cocoinsight).
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[project]
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name = "manual-extraction"
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name = "manuals-llm-extraction"
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version = "0.1.0"
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description = "Simple example for cocoindex: extract structured information from a Markdown file."
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description = "Simple example for cocoindex: extract structured information from a Markdown file using LLM."
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requires-python = ">=3.10"
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dependencies = ["cocoindex>=0.1.6", "python-dotenv>=1.0.1", "marker-pdf>=1.5.2"]

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