FalkorDB reposted this
HybridAGI: A Programmable Graph-based Open Source Framework for Neuro-Symbolic AI HybridAGI is an AgentOS framework designed for creating explainable and deterministic agent systems suitable for real-world applications. It is a programmable LM-based Agent that enables defining behavior using a graph-based prompt programming approach. The metaphor its creators use to describe it that if DSPy is the PyTorch of LMs Applications, HybridAGI is the equivalent of Keras for LMs Agents systems. It's a memory-centric system which centralizes knowledge, documents, programs and traces into a hybrid vector/graph database. HybridAGI is designed for data scientists, prompt engineers, researchers, and AI enthusiasts who love to experiment with AI. It is a "Build Yourself" product that focuses on human creativity rather than AI autonomy. It's open source, GitHub link available in the comments. Has anyone used it? Let us know what you think. #KnowledgeGraph #AI #LLM #DataScience #Python #OpenSource #GenAI #EmergingTech
Liam McGee
2mo
While I _am_ very excited about this, the sentence “The metaphor its creators use to describe it that if DSPy is the PyTorch of LMs Applications, HybridAGI is the equivalent of Keras for LMs Agents systems.” was funny I think we may need to work on our metaphor accessibility to non specialists…
Thanks for sharing! Many new features are coming in the next weeks, this is just the starting point of the journey! :D join our discord if you don't want to miss anything! :) https://discord.gg/82nt97uXcM and leave a star if you find it appealing
Daniel Svonava
2mo
How exactly does this graph-based approach work under the hood? Like, are we talking about some kind of knowledge graph that the agent navigates, or is it more abstract?
Peter Emmenegger
2mo
Marco Schmid, thanks for sharing. This is really powerful. A graph-based approach - now we're talking. It could be the entry point to closing the loop between requirements and state diagrams or the high-level diagrams. P.S. Copilot did a good job explaining the framework.
David Stevens
2mo
Very interesting.
Oliver Cronk
2mo
Thanks for this! Phil Baxter Hélène Sauvé one to take a look at.
Jon Seals
2mo
Joshua Rio-Ross, Joshua, this reminds me of how I’m organizing my circle compositions. Interesting!
GitHub repository: https://github.com/SynaLinks/HybridAGI