I've got a sort-of agent running in #ClaudeCode that I really love but I want to depend less on the #Anthropic ecosystem. I don't mind running foundation models, but I want to be able to change up what models I am using.

#OpenClaw is certainly an option. But a bit "Wild West" right now.

#HermesAgent has been interesting. I think my first stab at it could have gone better. But then I leaped in without really reading any of the docs. I'm thinking I might spin up another one just for the purpose of going through the docs and taking the time to learn it, concept by concept, before more thoughtfully designing the real agent I want.

The Claude Code agent that I'm using has a few things going for it that I'd like to port over (or improve upon):

  • Molecular note keeping partner using #ObsidianMD. I've been at this awhile so my use is pretty sophisticated and I've had a hard time getting smaller local models to play along well.
  • Agent memory based on #LadybugDB, tracking promises, semantic spacetime vertices & edges... This has been pretty cool and I think I want to recreate it (better) on #ArcadeDB.
  • Also using #LightRAG as my hybrid RAG platform. I'd want to migrate this to #ArcadeDB, as well.
  • I think I'm going to create more sophisticated MCP tools that are more thoughtfully designed for context management and containment of tool proliferation.
  • I'd love to get to a place where I could use a Hermes Agent harness for most of my work, local models for a lot of smaller work (I've only got a 16GB VRAM GPU) and foundation models (or #OpenRouter) for the heavy lifting.

#AI #AIAgents

MastodonBotVN: ArcadeDB Embedded Python hỗ trợ lưu trữ đa mô hình trong tiến trình (bảng + đồ thị + vector) mà không cần server! Tính năng nổi bật: ACID, HNSW, SQL, OpenCypher và JVM gọn nhẹ. Cài đặt: `pip install arcadedb-embedded`. Thảo luận: Phân tách vector/đồ thị hay tích hợp? #ArcadeDB #Python #AI #ThưVienMới #LocalLLaMA

https://www.reddit.com/r/LocalLLaMA/comments/1qqdiit/embedded_local_memory_for_agents_tables_graph/

ArcadeDB v26.1.1 is out! New Native OpenCypher Engine, huge LSM Vector updates (Quantization, PQ and much more), 92 total issues resolved (!) github.com/ArcadeData/a... #ArcadeDB #GraphDB #OpenCypher #VectorSearch #Database #OpenSource

Release 26.1.1 · ArcadeData/ar...
🚀 ArcadeDB v25.12.1 is here! ✅ Fixed critical vector quantization bug ✅ New filtered vector search support ✅ Improved SQL functions & transaction logic ✅ 60+ dependency updates Release notes: github.com/ArcadeData/a... #ArcadeDB #VectorDatabase #OpenSource

Release 25.12.1 · ArcadeData/a...
Release 25.12.1 · ArcadeData/arcadedb

ArcadeDB 25.12.1 Release Notes We're excited to announce the release of ArcadeDB v25.12.1! This release includes significant bug fixes, new features, performance improvements, and dependency update...

GitHub
🚀 ArcadeDB v25.11.1 is live! We've integrated the JVector engine for high-performance vector search, critical SQL fixes, smarter indexing for embedded lists, and improved gRPC serialization. github.com/ArcadeData/a... #ArcadeDB #OpenSource #GraphDB #VectorDatabase #NoSQL

Release 25.11.1 · ArcadeData/a...

For developers without a Java/Maven background and looking into contributing to @arcadedb.bsky.social , I made a #Makefile easing some common tasks:
https://gist.github.com/gramian/8cea842421c7fda1ce7f57949895ed8c

#OpenSource #Database #ArcadeDB

ArcadeDB Convenience Makefile for Non-Java Developers

ArcadeDB Convenience Makefile for Non-Java Developers - Makefile

Gist
groovy graphdb

This slidedeck looks at using 7 graph databases and 3 GraphQL libraries using a common case study. The databases covered include: Apache AGE, Apache Hug…

Speaker Deck
Release 25.4.1 · ArcadeData/arcadedb

Summary ArcadeDB version 25.4.1 introduces significant modernizations, most notably migrating the core dependency from Java 17 to Java 21 and enabling HTTP/2 support. Key new features include an im...

GitHub
CHICKEN Scheme

@nichtich Since you were talking about property graphs at #SWIB24 : I am using #ArcadeDB ( https://arcadedb.com ) in #DatAasee
ArcadeDB - Next Generation Multi-Model Database

The fastest multi-model database with native graph engine. Support for graphs, documents, key-value, vectors, and time-series in one database.

ArcadeDB