Roadmap & Changelog

Last updated: Jan 13, 2024

Up Next

• 🩹 PATCH support
• 📉 Query and indexing performance, always
• ∑ Aggregations (min, max, count(*), ..)
• 🦣 < 250ms p90 for 100M+ documents in a namespace w/ 90% recall
• 📕 More full-text search features
• 🐜 f16/int8/binary vectors
• 🔒 CMEK support
• ❌ delete_by_filter
• ⛅ Bring Your Own Cloud (currently in production beta with design partners, ask us)

Changelog

January 2025

• 🧮 Type checking for query filters against the namespace schema

December 2024

• 🔢 Order by attributes
• 🔄 /v1/vectors deprecated in favor of /v1/namespaces

November 2024

• ✨ Support for Eq null and NotEq null filters
• 📑 All filter operators now supported in Filter-Only Search
• 📉 Faster queries during high write throughput (<100ms p90 consistent reads during 200+ WPS)
• 📉 Faster large namespaces (<100ms p50 on namespaces with 10M+ documents)
• 📉 Faster filters with 10-100K ids (50ms for 100K ids)
• 📕 Rewritten API docs, and new performance guide!

October 2024

• 📈 Improved write throughput, up to 10x faster in some cases
• 📊 Time-series data in dashboard (and faster!)
• 📜 Allow schema changes in upsert

September 2024

• 🔒 SOC 2 Type 2
• 📝 Blog post on Continuous Recall Measurement
• 🦣 8 MiB attribute value limit (up from 64 KiB)
• 🚁 Add copy_from_namespace to create a namespace by copying another namespace (50% discount relative to upserting from scratch)
• 🔳 Add uuid type (55% discount from string) and bool type

August 2024

• 📑 Support for range operators (Lt, Lte, Gt, Gte) within Filter-Only Search
• 📉 Faster queries with the TypeScript client (Observed 40% faster P99, 25% faster P90)
• 📉 2-3x RTT faster queries on high-latency links from TCP tuning (e.g. dev machines, edge devices, AltClouds, co-los)
• 📜 Schema endpoint
• 🔄 Allow certain schema updates (e.g. marking field as non-filterable for 50% discount)
• 📉 Dashboard faster for filtering millions of namespaces

July 2024

• 📉 Up to 10-100x faster document exporting
• 🏥 HIPAA compliance
• 🌐 More public regions (us-west, us-east, europe-west)
• 📑 Mark attributes as unindexed in the schema for a 50% discount
• 📉 2x faster P90 for id queries
• 📉 2-10x higher maximum write throughput

May 2024

• 🔍 BM25/Hybrid Search
• 📉 Up to 2x faster queries on large namespaces with lots of attributes (zero-copy storage)
• 📉 Up to 2x faster filtering for large namespaces (faster zero-copy bitmaps)
• 💰 Updated pricing to take attributes into account
• 🤖 Typescript client v0.5 with better connection pooling
• 📊 Dashboard and API support for prefix filtering of namespaces
• 📊 Named API Keys

April 2024

• 🔒 SOC2 Type 1 certification
• 📉 50% drop in all latency p50, p90, p99
• 🐡 Media kit

March 2024

• 📉 Faster cache fills and up to ~70% faster cold queries
• 📉 Faster range queries
• 🔍 Complex {And,Or,Range,Intersection} queries via new query planner
• 🔢 Number and Array attribute types
• 🌐 Official TypeScript Client
• 🔑 API Key read/write permissions
• 📐 Automatic recall measurement and evaluation

February 2024

• 🔍 And and Or filters
• 🤖 Row-based upsert API
• 🤖 Namespace list
• 📊 Web dashboard

January 2024

• 📉 <= 1s P99 cold query performance on 1M vectors
• 🤖 String IDs
• 🔍 Pre-filtering
• 🔍 Case insensitive filtering globs

December 2023

• 🤖 Python client
• 🔍 Filter by id
• 🌐 Architectural improvements for scalability
• 📚 Better docs

November 2023

• 🤖 String attributes
• 🔍 Filters (Glob, Exact)
• 🤖 Mutable Namespaces
• 🌐 New Website

October 2023

• 📉 Improved performance by 30-80%
• 🚀 Launch