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Zulip Server Setup Tutorial: zulip.gis.chat

2023-05-06
Zulip gis gis.chat
1250 words 6 mins read

Zulip Auth

Let’s set up a public Zulip instance for our geospatial community! It’s live: zulip.gis.chat

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SemanticFinder - frontend-only live semantic search with transformers.js

2023-04-11
AI ML vector search Javascript JS
838 words 2 mins read

Semantic search right in your browser! Calculates the embeddings and cosine similarity client-side without server-side inferencing, using transformers.js and a quantized version of sentence-transformers/all-MiniLM-L6-v2.

SemanticFinder in action

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Semantic Search with Qdrant, Hugging Face, SentenceTransformers and transformers.js

2023-04-04
AI ML vector search Javascript JS qdrant
1205 words 6 mins read

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!

Huggingface Qdrant

Image courtesy Qdrant & Hugging Face.

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Geospatial Vector Search with Qdrant

2023-01-23
AI ML vector search Python
3335 words 16 mins read

Using qdrant for querying text data with vector search and geospatial filters without GPU (CPU only)

Qdrant for geospatial

Image courtesy Qdrant transformed with Stable Diffusion v2 by stability-ai.

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Pyscript File Handling

2022-10-03
Python Frontend Backend pyscript
540 words 3 mins read

Pyscript File Handling

[Work in progress]

Useful PyScript file handling examples for all combinations: local/remote files and import/export.

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Connect Pandas to a remote PostgreSQL database via SSH

2022-07-24
server Pandas python sql
1064 words 5 mins read

PostgreSQL SSH to Pandas

Use Pandas to execute SQL statements in a remote database such as PostgreSQL via SSH

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PyScript-fueled Jupyter Notebooks for your browser

2022-06-30
Python Frontend Backend pyscript
846 words 4 mins read

A simple PyScript-fueled Jupyter Notebook running entirely in your browser - no server needed!

Jupyter right in your browser!

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