Swarms v17 launches on November 1st with new Communication Channels for files, message queues, and SQLite databases. Package imports are claimed to be up to 100× faster.
Key points
Launch date: November 1st
New feature: Communication Channels supporting files, message queues, and SQLite
Import speed claim: up to 100× faster
Sources
Generate a PDF in Python from Code or HTML – library benchmarks
Generate a PDF in Python with fpdf2, ReportLab, WeasyPrint, Playwright or Orshot API, showing timed tests on a single invoice. ReportLab built a 25-row invoice in 1.1 ms warm, fpdf2 in 7 ms warm.
Key points
ReportLab: 1.1 ms per invoice (warm) and 78 ms new process, file size 2.7KB.
fpdf2: 7.0 ms per invoice (warm) and 163 ms new process, file size 2.7KB.
Sources
- Original post
- Generate a PDF in Python from Code or HTML - Linked page
Swarms Marketplace 7 New Resources for Builders
Swarms Marketplace announced 7 new blogs and tutorials for builders. The guides cover running a first agent, wrapping APIs as MCP servers, migrating AI skills, and publishing prompts.
Key points
7 new blogs and tutorials published for Swarms Marketplace.
Guides include running your first agent, wrapping APIs as MCP servers, migrating AI skills, and publishing prompts.
Sources
Readray AI lens for reading launch announced for 10/26
Readray AI lens for reading launches on 10/26, promising proactive key points while you read. It claims to read everything on your computer and give you missed context.
Key points
Launch date: 10/26
Features: reads everything you read and hands you key points and missed context
Sources
Nvidia partners to add product accuracy to GenAI
Nvidia partners to add product accuracy to GenAI using Digital Twins. The collaboration aims to improve product correctness for global brands. Full story covered by @bymaddyness.
Key points
Collaboration: working with Nvidia to bring product accuracy to GenAI using Digital Twins
Coverage: full story covered by @bymaddyness
Sources
- Original post
- maddyness.com - Linked in the post