[MASTRA-1974] PG Vector Index Update

[NikAiyer]

This PR does the following:

• adds index rebuilding for ivfflat indexes in order to handle optimization
• adds testing suite to compare different dimensions, sizes and k values to determine recall, latency and clustering
• adds support for other pg index types

[changeset-bot]

🦋 Changeset detected

Latest commit: 529d2fb

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 2 packages

Name	Type
@mastra/pg	Patch
docs	Patch

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

[vercel]

The latest updates on your projects. Learn more about Vercel for Git ↗︎

Name	Status	Preview	Comments	Updated (UTC)
assistant-ui	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
bird-checker	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
crypto-chatbot	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
mastra	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
mastra-docs	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
openapi-spec-writer	❌ Failed (Inspect)			Feb 24, 2025 7:52pm
travel-ai	❌ Failed (Inspect)			Feb 24, 2025 7:52pm

[promptless]

📝 Documentation updates detected! You can review documentation updates here

[socket-security]

New and removed dependencies detected. Learn more about Socket for GitHub ↗︎

Package	New capabilities	Transitives	Size	Publisher
npm/@codemirror/[email protected]	Transitive: environment	+7	2.34 MB	marijn
npm/@dagrejs/[email protected]	None	+1	489 kB	davidnewell
npm/@datastax/[email protected]	eval, network	0	502 kB	toptobes
npm/@deepgram/[email protected]	environment, network	+2	1.24 MB	deepgramai
npm/@eslint/[email protected]	filesystem, unsafe Transitive: environment	+1	723 kB	eslintbot
npm/@google-cloud/[email protected]	environment	0	2.97 MB	google-wombot
npm/@hey-api/[email protected]	None	0	118 kB	mrlubos
npm/@hono/[email protected]	network	0	172 kB	yusukebe
npm/@hono/[email protected]	None	0	21.1 kB	yusukebe
npm/@hookform/[email protected]	None	0	711 kB	bluebill1049, jorisre, kotarella1110
npm/@inquirer/[email protected]	None	+13	360 kB	sboudrias
npm/@jest/[email protected]	None	+5	91.5 kB	simenb
npm/@lezer/[email protected]	None	+1	338 kB	marijn
npm/@libsql/[email protected]	Transitive: environment, network	+5	630 kB	penberg
npm/@llamaindex/[email protected]	Transitive: environment, eval	+1	3.16 MB	himself_65
npm/@llamaindex/[email protected]	environment	0	1.48 MB	himself_65
npm/@mastra/[email protected]	None	0	278 kB	wardpeet
npm/@microsoft/[email protected]	Transitive: filesystem	+3	5.72 MB	odspnpm
npm/@modelcontextprotocol/[email protected]	None	0	3.35 MB	jspahrsummers
npm/@neon-rs/[email protected]	None	0	10.7 kB	dherman
npm/@opentelemetry/[email protected]	environment Transitive: filesystem, network, unsafe	+51	10.8 MB	dyladan
npm/@opentelemetry/[email protected]	environment, unsafe	+1	7.16 MB	dyladan
npm/@opentelemetry/[email protected]	Transitive: environment, filesystem, network, shell, unsafe	+9	17.2 MB	dyladan
npm/@opentelemetry/[email protected]	None	+1	634 kB	bogdandrutu, dyladan, pichlermarc
npm/@opentelemetry/[email protected]	None	0	529 kB	bogdandrutu, dyladan, pichlermarc
npm/@opentelemetry/[email protected]	None	+2	7.2 MB	bogdandrutu, dyladan, pichlermarc
npm/@opentelemetry/[email protected]	environment, filesystem, shell	+1	6.8 MB	dyladan
npm/@opentelemetry/[email protected]	None	0	1.96 MB	dyladan
npm/@opentelemetry/[email protected]	environment Transitive: filesystem, network, shell, unsafe	+24	21 MB	dyladan
npm/@opentelemetry/[email protected]	None	+1	7.04 MB	dyladan
npm/@opentelemetry/[email protected]	Transitive: unsafe	+3	321 kB	dyladan
npm/@opentelemetry/[email protected]	None	0	6.97 MB	bogdandrutu, dyladan, pichlermarc
npm/@paralleldrive/[email protected]	None	+1	1.11 MB	ericelliott
npm/@pinecone-database/[email protected]	environment, network	0	1.31 MB	pinecone-ops
npm/@qdrant/[email protected]	Transitive: network	+1	3.88 MB	qdrant-tech
npm/@radix-ui/[email protected]	None	+1	93.6 kB	chancestrickland
npm/@radix-ui/[email protected]	None	+4	139 kB	chancestrickland
npm/@radix-ui/[email protected]	None	+4	92.6 kB	chancestrickland
npm/@radix-ui/[email protected]	None	+3	87.5 kB	andy-hook, benoitgrelard, chancestrickland, ...3 more
npm/@radix-ui/[email protected]	None	+8	235 kB	chancestrickland
npm/@radix-ui/[email protected]	None	+5	160 kB	chancestrickland

🚮 Removed packages: npm/@radix-ui/[email protected], npm/@rollup/[email protected], npm/@types/[email protected], npm/@types/[email protected], npm/@types/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected], npm/[email protected]

View full report↗︎