DuckDB for Geospatial
Using DuckDB for geospatial workflows for incredible performance boost! Leveling up my GeoPandas workflows for processing the 100M Foursquare dataset.
Tag: python
English-only embedding models for multilingual docs
Text Embeddings: Speaking languages without learning them? tl;dr: some *-en models perform well on other languages too.
A performant embedding processing pipeline & tutorial for big XML/HTML data dumps
Let's process 1.369.841 single English XML/HTML files and index them with BAAI/bge-base-en-v1.5 embeddings for semantic search! Sounds fun? Let's go!
Semantic Search with Qdrant, Hugging Face, SentenceTransformers and transformers.js
Create a fully working semantic search stack with only Qdrant as vector database with built-in API and transformers.js using any huggingface model as your frontend-only embedding generator. No additional inference server needed!
Geospatial Vector Search with Qdrant
Using qdrant for querying text data with vector search and geospatial filters without GPU (CPU only)
Pyscript File Handling
[Work in progress] Useful PyScript file handling examples for all combinations: local/remote files and import/export.
Connect Pandas to a remote PostgreSQL database via SSH
Use Pandas to execute SQL statements in a remote database such as PostgreSQL via SSH
