SylphAI reposted this
We don't believe that simple API integration is the purpose of an LLM library. We believe in the best-performing, most elegant way of building LLM applications. The process should be less frustrating, and developers should steadily push and iterate their applications to the states they want. LightRAG just came out in alpha. I was worried that we wouldn't get too many GitHub stars. But what I truly wanted is for the world to see its beauty in the design and practicability. I wrote every tutorial not just showing how to use APIs, but how to understand, how to reason, and how it can help in different ways. "If I can't explain clearly, I have failed as someone creating the library." I am doing my best, and it will take a bit more time to have it mature. I truly want developers to learn and have that freedom and boost of creativity. It is like giving all the brushes and paints to a painter. Elon Musk would say he is not a businessman but a technologist. So am I. I am going after perfection; not having too many stars might give me more freedom to perfect it. On the other hand, I am also curious about what a community can do together on an open-source project. It is quite a dilemma. I would only want it to move in the direction of something great. We are LightRAG, the PyTorch library for LLM applications. https://lightrag.sylph.ai/ #lightrag #artificialintelligence #llm
Definetely gonna try!
Very helpful! I will definitely try it🔥🎉
I'm sold! DSPy and now this 🫡 Funnily enough, I built something on the similar grounds as this - class based composability, but with LangChain components. Would love to discuss if it can be made into an integration to make it easy to transition for existing LangChain users 🙌
Great work Li Yin, can't wait to try this out. Ayo Kehinde Samuel you may be interested in this
Finally so happy that LightRAG is out. Will definitely give a try and will share my experience
Looks awesome 🔥 Looking forward to give it a spin
"Elon Musk would say he is not a businessman but a technologist. So am I. I am going after perfection; not having too many stars might give me more freedom to perfect it."!!!
Looks great! It seems to be following a similar approach to other libraries I have seen.
Awesome! keep pushing through. I am optimistic about the community.
PhD in Human-Robot Interactions, expert in neuro-symbolic cognitive architectures, co-founder and CEO of SynaLinks | Building the LLM based Agent systems of tomorrow using Graphs and Symbolic AI.
2wHello! nice work, how do you differ from DSPy ?