0.2.1

rm some stray prints

Full Changelog: 0.2.0...0.2.1

0.2.0: sync-first vectorstore interface

Breaking Changes

Component	Before	After	Migration
Vectorstore Operations	Async-first with methods like await tpuf.upsert()	Sync-first with optional async batching: tpuf.upsert()	Replace await calls with sync operations. Use upsert_batched for large datasets
Context Managers	async with TurboPuffer()	with TurboPuffer()	Remove async from context manager usage
Query Functions	await query_namespace()	query_namespace()	Remove await from query calls
Embedding Generation	Exposed in vectorstore methods	Handled internally	No action needed

New Features

• upsert_batched: New async method for efficient large-scale document ingestion
• multi_query_tpuf: Search with multiple queries for better coverage
• Improved caching with Prefect for document loading
• Better type safety and error handling

Examples Updated

All examples have been updated to reflect the new sync-first approach:

• examples/chat_with_X/: New examples showing practical usage
• examples/refresh_vectorstore/: Updated to use sync operations with batching
• examples/reddit_thread.py: New example of social media ingestion

Documentation

• New ingest strategy guide
• Updated tutorial with sync-first examples
• Expanded API reference
• New example gallery

For a detailed view of all changes, see the full changelog.

0.1.9

What's Changed

• improve ingest by @zzstoatzz in #7
• async utils by @zzstoatzz in #8

Full Changelog: 0.1.8...0.1.9

0.1.8

optional chroma api key

0.1.7

fix lint

0.1.6

fix hashing

0.1.5

anyio

0.1.4

update examples

0.1.3

Full Changelog: 0.1.2...0.1.3

0.1.2

Full Changelog: 0.1.1...0.1.2