DEV: update what's new page for 2Q2025

content/develop/whats-new/_index.md

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+## Q2 2025 (April - June) Updates
+
+### Tools
+
+- Redis Insight [v2.70.1 release notes]({{< relref "/develop/tools/insight/release-notes/v.2.70.1" >}})
+- Redis Insight [v1.4.0 release notes]({{< relref "/develop/tools/insight/release-notes/v1.4.0" >}})
+- Updated [Redis Insight pages]({{< relref "/develop/tools/insight/_index" >}}) with consistent image-card layout
+- Added Redis Insight SVG icons and download links across [tools documentation]({{< relref "/develop/tools/_index" >}})
+
+---
+
+### Redis AI & Vectors
+
+- Reorganized [search and query documentation]({{< relref "/develop/ai/search-and-query/_index" >}}) under AI section
+- Added [AI video tutorials]({{< relref "/develop/ai/ai-videos" >}}) with YouTube content
+- Added [AI notebook collection]({{< relref "/develop/ai/notebook-collection" >}}) with 8 new notebook links
+- Expanded vector examples across multiple clients:
+  - [Python vector sets]({{< relref "/develop/clients/redis-py/vecsets" >}})
+  - [Go vector sets]({{< relref "/develop/clients/go/vecsets" >}})
+  - [JavaScript vector sets]({{< relref "/develop/clients/nodejs/vecsets" >}})
+  - [Lettuce vector queries]({{< relref "/develop/clients/lettuce/vecsearch" >}})
+  - [Lettuce vector sets]({{< relref "/develop/clients/lettuce/vecsets" >}})
+- Updated [redisvl documentation]({{< relref "/develop/ai/redisvl/_index" >}}) for versions 0.6.0-0.8.2
+- Added [LangCache SDK]({{< relref "/develop/ai/langcache/_index" >}}) documentation with [API reference]({{< relref "/develop/ai/langcache/api-examples" >}})
+
+---
+
+### Redis 8.0 & 8.2 Features
+
+- [Redis Open Source 8.2 documentation]({{< relref "/operate/oss_and_stack/stack-with-enterprise/release-notes/redisce/redisos-8.2-release-notes" >}})
+- Updated [Redis 8.0 release notes]({{< relref "/operate/oss_and_stack/stack-with-enterprise/release-notes/redisce/redisos-8.0-release-notes" >}})
+- [Redis Query Engine expiration capabilities]({{< relref "/develop/ai/search-and-query/advanced-concepts/expiration" >}}) in Redis 8
+- Enhanced [TAG documentation]({{< relref "/develop/ai/search-and-query/advanced-concepts/tags" >}}) per GitHub issues
+- [Vector quantization and compression]({{< relref "/develop/ai/search-and-query/vectors/svs-compression" >}}) moved to dedicated page
+
+---
+
+### Data Types
+
+- TimeSeries:
+  - [Enhanced time series examples]({{< relref "/develop/data-types/timeseries/_index" >}}) with query and aggregation info
+  - Added testable code examples (TCE) support
+- Probabilistic:
+  - Added testable examples for [Python]({{< relref "/develop/clients/redis-py/prob/" >}}), [C#]({{< relref "/develop/clients/dotnet/prob/" >}}), [Java]({{< relref "/develop/clients/jedis/prob/" >}}), and [Go]({{< relref "/develop/clients/go/prob/" >}})
+  - Updated [Cuckoo filter documentation]({{< relref "/develop/data-types/probabilistic/cuckoo-filter" >}})
+
+---
+
+### Client Libraries
+
+#### Python (redis-py)
+- Added [reconnection examples]({{< relref "/develop/clients/redis-py/connect/#retrying-connections" >}})
+- Enhanced [timeout and retry details]({{< relref "/develop/clients/redis-py/produsage#timeouts" >}})
+- Fixed [pip install command]({{< relref "/develop/clients/redis-py/amr/" >}}) for redis-py entraid extension
+- Added [Binder environment links]({{< relref "/develop/clients/redis-py/_index#connect-and-test" >}}) for Python examples
+
+#### Java (Jedis)
+- Updated to [latest Jedis version]({{< relref "/develop/clients/jedis/#install" >}})
+- Added [reconnection examples]({{< relref "/develop/clients/jedis/connect#retrying-a-command-after-a-connection-failure" >}})
+- Enhanced [probabilistic data type examples]({{< relref "/develop/clients/jedis/prob" >}})
+
+#### Node.js
+- Added [command reliability information]({{< relref "/develop/clients/nodejs/produsage#command-execution-reliability" >}})
+- Fixed [reconnection details]({{< relref "/develop/clients/nodejs/connect#reconnect-after-disconnection" >}})
+
+#### .NET (NRedisStack)
+- Added [retries and timeouts]({{< relref "/develop/clients/dotnet/produsage" >}}) to production usage advice
+- Enhanced [dialect 2 notes]({{< relref "/develop/clients/dotnet/queryjson" >}})
+
+#### Go (go-redis)
+- Added [retries and timeouts]({{< relref "/develop/clients/go/produsage" >}}) to production usage
+- Enhanced [dialect 2 notes]({{< relref "/develop/clients/go/queryjson" >}})
+- Added [Connect with AMR]({{< relref "/develop/clients/go/amr" >}}) page.
+
+#### Lettuce
+- Updated to [latest Lettuce version]({{< relref "/develop/clients/lettuce/_index#install" >}})
+- Added [command reliability information]({{< relref "/develop/clients/lettuce/produsage#connection-and-execution-reliability" >}})
+- Added [JSON query examples]({{< relref "/develop/clients/lettuce/queryjson" >}})
+
+#### PHP (Predis)
+- Enhanced [dialect 2 notes]({{< relref "/develop/clients/php/queryjson" >}})
+
+---
+
+### Documentation Structure & Navigation
+
+- Reorganized [develop section navigation]({{< relref "/develop/_index" >}}) with improved sidebar structure
+- Moved [programmability section]({{< relref "/develop/programmability/_index" >}}) into develop area
+- Relocated [patterns folder]({{< relref "/develop/clients/patterns/_index" >}}) to clients section
+- Added [Using commands section]({{< relref "/develop/using-commands/_index" >}}) to develop area
+- Enhanced [keyspace notifications]({{< relref "/develop/pubsub/keyspace-notifications" >}}) and [pub/sub]({{< relref "/develop/pubsub/_index" >}}) documentation
+- Updated [transactions]({{< relref "/develop/using-commands/transactions" >}}) and [pipeline]({{< relref "/develop/using-commands/pipelining/" >}}) pages
+- Added comprehensive aliases for backward compatibility
+
+---
+
+### Protocol & Technical Updates
+
+- Fixed [RESP protocol specification]({{< relref "/develop/reference/protocol-spec" >}}) attribute byte documentation
+- Enhanced [FT.AGGREGATE expression precedence]({{< relref "/develop/ai/search-and-query/advanced-concepts/aggregations-syntax/" >}}) documentation
+- Updated [distributed locks]({{< relref "/develop/clients/patterns/distributed-locks" >}}) documentation
+- Fixed [FP32 vectorsets endianness]({{< relref "/develop/data-types/vector-sets#endianness-considerations-for-fp32-format" >}}) documentation
+
 ## Q1 2025 (January - March) Updates
 
 ### Tools