release notes 10.10.25

content/releases/Release Notes 10.10.25.md

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+---
+title: Release Notes 10.10.25
+date: 10.10.25
+tags:
+  - releases
+  - announcements
+  - honcho
+  - dev
+---
+# HONCHO v2.4.0
+- `Get_Context` is faster, gives richer context, & more powerful, now returns working representation & peer card
+## ADDED
+- Unified `Representation` class
+- vllm client support
+- Periodic queue cleanup logic
+- WIP Dreaming Feature
+- LongMemEval to Test Bench
+- Prometheus Client for better Metrics
+- Performance metrics instrumentation
+- Error reporting to deriver
+- Workspace Delete Method
+- Multi-db option in test harness
+- SDK version 1.5.0 for compatibility
+## CHANGED
+- Working Representations are Queried on the fly rather than cached in metadata
+- EmbeddingStore to RepresentationFactory
+- Summary Response Model to use public_id of message for cutoff
+- Semantic across codebase to reference resources based on `observer` and `observed`
+- Prompts for Deriver & Dialectic to reference peer_id and add examples
+- `Get_Context` route returns peer card and representation in addition to messages and summaries
+- Refactoring logger.info calls to logger.debug where applicable
+## FIXED
+- Gemini client to use async methods
+# Links
+- [Sign-up for Honcho](https://app.honcho.dev/) & start building personalized agent experiences
+- [Join our Discord](https://discord.gg/honcho) & tell us what you're working on
+- [Visit our open-source repo](https://github.com/plastic-labs/honcho) & get your hands dirty
+- [Check out the docs](https://docs.honcho.dev)