├── .github ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ ├── cd.yml │ └── gh-pages.yml ├── .gitignore ├── DEVELOP.md ├── GUIDE.md ├── LICENSE ├── Makefile ├── README.md ├── docs ├── _config.yml ├── _toc.yml └── requirements.txt ├── example.env ├── img ├── Theme Generation Framework - Full Crop.png └── devdata-chat.png ├── llm4data ├── __init__.py ├── augmentation │ ├── Augmentation.md │ └── microdata │ │ └── theme_llm.py ├── configs.py ├── embeddings │ ├── __init__.py │ ├── base.py │ ├── docs.py │ ├── indicators.py │ └── microdata.py ├── index │ ├── __init__.py │ └── qdrant.py ├── llm │ ├── indicators │ │ └── wdi_sql.py │ └── microdata │ │ └── .gitkeep ├── prompts │ ├── base.py │ ├── context.py │ ├── indicators │ │ ├── templates.py │ │ └── wdi.py │ ├── microdata │ │ └── .gitkeep │ └── utils.py ├── schema │ ├── docs │ │ ├── migrate_wbdocs_metadata.py │ │ └── wbdocs.py │ ├── indicators │ │ └── create_wdi_text.py │ └── schema2info.py ├── scripts │ ├── __init__.py │ └── indexing │ │ ├── create_field_index.py │ │ ├── docs │ │ ├── docs.py │ │ └── load_docs.py │ │ └── indicators │ │ ├── indicators.py │ │ └── load_indicators.py ├── sources │ ├── indicators │ │ └── wdi.py │ └── microdata │ │ └── .gitkeep ├── utils │ ├── microdata │ │ ├── helpers.py │ │ ├── paths.py │ │ ├── quality.py │ │ └── scraper.py │ └── system │ │ └── cache.py └── wdi2name.json ├── notebooks └── examples │ ├── .gitkeep │ ├── getting-started │ ├── images │ │ └── openai │ │ │ └── api-keys-page.png │ ├── openai-api.ipynb │ ├── setting-up-services.ipynb │ └── setting-up-the-environment.ipynb │ └── indicators │ ├── README.md │ └── wdi │ └── getting-started-with-the-wdi.ipynb ├── poetry.lock ├── pyproject.toml ├── scripts └── scrapers │ └── indicators │ ├── nada_wdi.py │ ├── wdi.py │ └── wdi_db.py └── tests └── __init__.py /.github/CODE_OF_CONDUCT.md: 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