HEDL - a #TOON alternative (compress JSON) for #LLM token savings and improved accuracy.
CLI, Python/JS bindings. Convert to & from #JSON. Also converts XML/YAML/CSV. Has LSP for VSCode.
Apache 2.0 lic #OpenSource #AI
github.com/dweve-ai/hedl

Work with #Gmail, Sheets, Drive & Docs via #CLI or #MCP
$ npm install -g @googleworkspace/cli
$ npx skills add github:googleworkspace/cli
#OpenSource #GoogleWorkspace
Apache 2.0 lic

github.com/googleworksp...

We're excited to announce ArcadeDB 26.3.1! Major news: redesigned Studio with an AI assistant, built-in MCP server support, geospatial indexing, a new TimeSeries data model, materialized views, hash indexes, 72 built-in graph algorithms, parallel query execution github.com/ArcadeData/a...

GitHub - microsoft/apm: Agent Package Manager Agent Package Manager. Contribute to microsoft/apm development by creating an account on GitHub.

#VibeCode Easy: declare and share #skills, prompts, instructions, and tools for your git project with APM.yaml across the team. By @microsoft.com #AI
Integrates with: #GitHub #Copilot, #Cursor, #Claude Code, #Codex, #Gemini
MIT lic #OpenSource #Development #DevOps
github.com/microsoft/apm

Release 26.2.1 · ArcadeData/arcadedb @ -0,0 +1,189 @@ ArcadeDB 26.2.1 Release Notes We're excited to announce ArcadeDB 26.2.1, a massive release that brings 484 commits and 200+ closed issues with significant advancements across the p...

ArcadeDB 26.2.1 is out! Biggest highlights:

- @Neo4j Bolt protocol support - use standard Neo4j drivers
- Full @openCypher TCK compliance
- New SQL parser
- SQL Triggers (SQL, JS, Java)
- Scheduled Backups

200+ issues closed
github.com/ArcadeData/a...

#graphdb #multimodel

GitHub - github/gh-aw-firewall Contribute to github/gh-aw-firewall development by creating an account on GitHub.

gh-aw #firewall - Agent network isolation by @github.com - execute #agents locally while creating a network isolation that prevents the agent to access certain websites. Perfect to prevent @openclaw-x.bsky.social from accessing restricted websites.
MIT lic
#AI #LLM #Networking #OpenSource

GitHub - temporalio/helm-charts: Temporal Helm charts Temporal Helm charts. Contribute to temporalio/helm-charts development by creating an account on GitHub.

@temporal.io is a distributed, scalable, durable, and highly available orchestration engine designed to execute asynchronous long-running business logic in a resilient way - perfect for #AI agents
#k8s #OpenSource
MIT license
github.com/temporalio/h...

GitHub - morph-kgc/morph-kgc: Powerful RDF Knowledge Graph Generation with RML Mappings Powerful RDF Knowledge Graph Generation with RML Mappings - morph-kgc/morph-kgc

morph-kgc to map #SQL, CSV, XML, JSON into #RDF triples to make a virtual #knowledgegraph.
Apache 2.0 lic.
#GraphRAG #RAG #Graph #OpenSource

github.com/morph-kgc/mo...

Implement the vchord / pgvector support by qdrddr · Pull Request #350 · vectorize-io/hindsight Implemented the vchord + pgvector support plan from code_update_plan.md. Here are the changes made: Added _detect_vector_extension() helper function in hindsight-api/hindsight_api/migrations.py ...

Just get my PR merged into amazing #Agentic Memory framework #Hindsight by @vectorize.bsky.social
Thanks for help @nicoloboschi.bsky.social!
Now you can benefit from VectorChord’s PG extension with up to 65k dimensions & BM25 Full Text Search. Enjoy!
#AI #Agents #RAG #LLM
github.com/vectorize-io...

FastMCP 3.0 is here!

This is our largest and most ambitious release ever.

We've re-architected the framework to support the next generation of MCP applications.

It's time to move fast and make things.

🧵

Observational Memory: 95% on LongMemEval - Mastra Research How we built a human-inspired memory system that achieves the highest score ever recorded on LongMemEval

🔗 mastra.ai/research/obs...
⭐️ GitHub github.com/mastra-ai/ma...

Mastra AI achieves 94.85% accuracy with GPT-5-mini on #LongMemEval - impressive results given that Mastra is an agentic framework and not a dedicated memory-only system. Well done. 👍👏
#Agents #Memory #AI #LLM #OpenSource Apache 2.0 lic
Link in the first comment 💬👇

GitHub - FalkorDB/falkordblite: Embedded FalkorDB in a python module. Embedded FalkorDB in a python module. Contribute to FalkorDB/falkordblite development by creating an account on GitHub.

⭐️🔗 GitHub github.com/FalkorDB/fal...
⭐️🔗 Docs docs.falkordb.com/udfs/
👉 Discuss with me in Discord: linktr.ee/qdrddr

FalkorDBlite: embed #GraphDB logic with User Defined Functions in #Python 🧩🐍 by @falkordb.bsky.social
Run UDF rules inside queries → lower latency, simpler pipelines
🗄️ In-process 🔗 Python APIs 📦 Lightweight
📜 BSD #OpenSource

#AI #RAG #GraphRAG Repost 🔁
🔗 Link in first 💬⤵️

GitHub - agno-agi/dash: Self-learning data agent that grounds its answers in 6 layers of context. Inspired by OpenAI's in-house implementation. Self-learning data agent that grounds its answers in 6 layers of context. Inspired by OpenAI's in-house implementation. - agno-agi/dash

#Agno Dash - self improving #AI Agent with #SQL based and #semantic #memory.
Apache 2.0 lic #OpenSource
#LLM #Agents
github.com/agno-agi/dash

GitHub - memodb-io/memobase: User Profile-Based Long-Term Memory for AI Chatbot Applications. User Profile-Based Long-Term Memory for AI Chatbot Applications. - GitHub - memodb-io/memobase: User Profile-Based Long-Term Memory for AI Chatbot Applications.

⭐️🔗 GitHub github.com/memodb-io/me...
👉 Discuss with me in Discord: linktr.ee/qdrddr

MemoBase: profile-based long-term memory for #AI #Agents 🧠💾⚡
🗂️ Time-aware 🏎️ Batch processing 🚀 Production-ready
📜 Apache 2.0 #OpenSource

#LLM #RAG Repost 🔁
🔗 Link in first 💬⤵️

GitHub - MemMachine/MemMachine: Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-... Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems...

⭐️🔗 GitHub github.com/MemMachine/M...
👉 Discuss with me in Discord: linktr.ee/qdrddr

MemMachine: long-term #Memory for #AI #Agents 🧠💾
#Graph + vector search → durable context across runs
🧩 Sessions 🗂️ History 👤 Profiles 🔌 APIs
📜 Apache 2.0 lic #OpenSource

#LLM #RAG #GraphRAG #VectorDB Repost 🔁
🔗 Link in first 💬⤵️

GitHub - mastra-ai/mastra: From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. - mastra-ai/mastra

⭐️🔗 GitHub github.com/mastra-ai/ma...
👉 Discuss with me in Discord: linktr.ee/qdrddr

Mastra: #TypeScript framework for #AI #Agents ⚙️
🤖 Tools & goals 🔁 Workflows 👤 Human-in-loop 🧠 Memory 📊 Evals
Ship to React, Next.js & Node, Vercel
📜 Apache 2.0 #OpenSource

#LLM #RAG Repost 🔁
🔗 Link in first 💬⤵️

GitHub - pydantic/monty: A minimal, secure Python interpreter written in Rust for use by AI A minimal, secure Python interpreter written in Rust for use by AI - pydantic/monty

Monty - Run #Python code generated by #LLM safely in a secure #sandbox environment by @pydantic.dev
MIT lic #OpenSource
#AI #Agents #CyberSecurity
github.com/pydantic/monty

GitHub - google/langextract: A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. - google/langextract

LangExtract by Google: extract structured data from text with Python 🧩
LLM-powered parsing → clean schemas from messy inputs 🤖
📜 Apache 2.0 #OpenSource

#AI #LLM Repost 🔁
🔗 Link in first 💬⤵️

⭐️🔗 GitHub github.com/google/lange...
👉 Discuss with me in Discord: linktr.ee/qdrddr

OpenClaw - Mem0

@openclaw-x.bsky.social memory plugin - #OpenMemory by Mem0
Cloud or Self-Hosted
Apache 2.0 lic
#AI #Agents #OnowledgeGroah #OpenSource

docs.mem0.ai/integrations...

GitHub - qdrddr/kubectl-keychain Contribute to qdrddr/kubectl-keychain development by creating an account on GitHub.

𝗸𝘂𝗯𝗲𝗰𝘁𝗹-𝗸𝗲𝘆𝗰𝗵𝗮𝗶𝗻: A lightweight #GitOps utility that stores private certificates from your #Kubernetes config in the #macOS #Keychain instead of keeping them in plain text. Move your certificates in simple 3 steps.
MIT lic
#OpenSource #k8s #Security

github.com/qdrddr/kubec...

Great product

GitHub - apache/age: Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL. Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL. - apache/age

⭐️🔗 GitHub github.com/apache/age
👉 Discuss with me in Discord: linktr.ee/qdrddr

@apache.org AGE extension for #PostgreSQL18: native #GraphDB in #SQL 🗄️🕸️
Mix SQL + #Cypher → no external graph stack
🧩 Hybrid queries
📊 Fast indexing
🔌 Multi-SDK
📜 Apache 2.0 lic

#AI #RAG #OpenSource #GraphRAG #Graph
Repost 🔁 🔗 Link in first 💬⤵️