destinations
Bundle OKF 0.1 · 17 conceitos · DatacationOrg/llms4eu
Open source Repository Open in the app JSON README (API)
About
# destinations
* [Bazilika Lurške Marije, Brestanica](bazilika-lurske-marije-brestanica.md) - A monumental three-nave neo-Romanesque minor basilica and parish church in Brestanica, Slovenia, built between 1908 and 1914, dedicated to Our Lady of Lourdes, and known as the 'Slovenian Lourdes'.
* [Brestanica](brestanica.md) - A settlement in Slovenia near Krško, historically known as Rajhenburg, situated at the confluence of the Sava River and Brestanica stream, dominated by Rajhenburg Castle, and first mentioned in 895.
* [Celeja](celeia.md) - Celeja (Municipium Claudium Celeia) was a Roman city located in the area of present-day Celje, Slovenia, that flourished as a major colony and crossroads from the 1st century BC to the 6th century AD.
* [Cerkev sv. Boštjana, Brestanica](cerkev-sv-bostjana-brestanica.md) - A church in Brestanica, Slovenia, built on a hill at the confluence of the Brestanica and Senovo streams, whose last thorough renovation in 1996 disproved assumptions about its co
Details
- Kind
- OKF bundles
- Topic
- Marketing & analytics
- Publisher
- datacationorg
- Origin
- okf_github
- Category
- dados
- Version
- 0.1
- Open pull requests
- 5
- Last push
- 2026-09-07T15:46:35Z
- Repository state
- ativo
- Language
- Python
- Added
- 2026-09-09 12:03:57
- Updated
- 2026-09-09 12:03:57
- Origin id
DatacationOrg/llms4eu:data/okf/tourism/destinations/index.md
README
# LLMs4EU - Tourism - RAG Local RAG for tourism places. SQLite stores canonical content, and Chroma stores derived vector indexes. Both run entirely inside the Python environment. ## Requirements - [uv](https://docs.astral.sh/uv/) - [just](https://just.systems/) - [Ollama](https://ollama.com/) — only needed for `just ask`, `just scrape`, and `just eval-generate` ## Setup ```bash uv sync --extra dev # install all dependencies cp .env.example .env # set local paths (defaults work out of the box) ``` ```bash ollama pull gemma4:e4b # Optional for eval question generation: ollama pull gemma4:26b-a4b-it-q4_K_M ollama pull gpt-oss:20b ``` ## Usage ```bash just init # load seed data into SQLite just index # embed places and rebuild Chroma just ask What place is best for a quiet forest walk near water? # retrieve + LLM answer just scrape https://example.com # crawl a site, ingest into SQLite, reindex just scrape-web # start the local scraping UI just eval-index qwen # rebuild the default qwen chunk vector index just test # run the non-LLM test suite ``` Search defaults to top 10 final results. Override per query: ```bash uv run python -m src.rag.search "lake picnic" --limit 5 ``` Experimental retrieval eval over scraped Markdown pages: ```bash just eval-chunks just eval-index qwen just eval-generate 10 just eval qwen,sparse just eval qwen4b_rerank,qwen4b_hybrid,qwen4b_hybrid_rerank ``` ## Shape ```text data/ tracked seed fixture sql/ one-table schema, portable to SQLite and Postgres src/db/ SQLite initialize and place queries src/preprocess/ rebuild derived data from SQL rows src/indexing/ provider-shaped vector indexing src/vector_store/ Chroma collection, upsert, vector search src/retrieval/ chunk retrieval methods and catalog src/rag/ place search and answer scripts src/eval/ chunked raw-page retrieval evaluation src/scraping/ crawler, transform, ingest, scraping UI src/shared/ schema, embeddings, env, LLM helper tests/ data contract, retrieval, scrape transform ``` Durable reference databases live under `data/db/` with descriptive names such as `pages.db`. Regenerable vector cache artifacts live under `data/cache/chroma/`. SQLite page chunks are the source of truth for chunk text; Chroma collections are derived indexes over those chunks. Use `.env` overrides for private scratch paths under `.local/`. --- ## Roadmap This repo focuses on building a clean, portable place database as the foundation for a larger RAG system. **Current:** SQLite + Chroma, everything local, no services needed. **Next step:** swap storage backends for larger shared runs: - SQLite → **Supabase** (free tier, under 500 MB, shared across teams) - Chroma → **Qdrant** (free tier, managed vector index) The SQL schema and module boundaries are designed to make that swap small. Before scaling up, we need to align with other teams on what data collection tools and shared infrastructure are available. ## Docs - [docs/architecture-decisions.md](docs/architecture-decisions.md): durable decisions and why they matter. - [experiments/indexing/README.md](experiments/indexing/README.md): retrieval experiments and evaluation protocol. - [docs/retrieval-results-agentic.md](docs/retrieval-results-agentic.md): current agentic retrieval report.