Graphify: Karpathy's LLM Wiki Open Sourced

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Instead of just retrieving from raw documents at query time, graphify incrementally builds and maintains a persistent wiki for LLM links: https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f https://github.com/safishamsi/graphify/tree/v4 https://github.com/zhayujie/CowAgent Kaggle notebooks: Notebook is only created for demonstration and serve as a guidance for those who were interested using similar methods to build projects. It is NOT a free giveaway for a few reasons. 1. it works while the video is recorded, However it does not guarantee to work at a later date as tech communities make code changes all the time. Please follow the tutorial and create your own version of it if needed. 2. If you have any questions or need help, please join the discord server community to discuss or subscribe to the channel. 3. if you need further professional assistance, please feel to book a consulting call. Thanks for understanding Discuss: https://discord.gg/EXjaZnudHu Discovery Call: https://cal.com/productdeploy Follow me on x.com: https://x.com/jacobcdev [Helpful links]: [Must Watch]: How to Setup OIlama On Kaggle https://youtu.be/W6nMkzVcELQ How to setup Ollama with multi GPUs on Kaggle https://youtu.be/In8jMEXRDwA How to Use Free GPU on Kaggle: https://www.youtube.com/watch?v=djbjDOBkz1k How to Use Free Premium LLMs on Kaggle: https://youtu.be/W2luKfMM3Xk How to Setup Visual Studio Code Web on Kaggle https://youtu.be/tGKz3zLwnd0 Transform Kaggle Notebook to Virtual Machine with Good GPU, CPU and RAM https://www.youtube.com/watch?v=n-USPtP9H3I How to Setup VLLM On Kaggle Notebook https://www.youtube.com/watch?v=Quwf1TBycgM How to Setup OpenWebUI On Kaggle Notebook https://youtu.be/0jAhK3hlIbM How to Setup the Best Open Source Manus AI Agent (Kortix Suna) Locally https://youtu.be/q9xeHfdTcdQ?si=4q4zZ8sGqc39GlMq How to Setup ComfyUI on Kaggle Free GPU https://youtu.be/orhLPlVRUMc?si=MH9BcAijVPf-FYFJ How to Setup Gradio Tunnel on Kaggle https://youtu.be/vmPYKWRV4xo?t=206 [You might also like]: PlayList https://www.youtube.com/playlist?list=PLn32cjH9B2Bqub_kg74d-U4EfiexZ6ILi https://www.youtube.com/playlist?list=PLn32cjH9B2BoiOj_qYE1o-WFzyLdLb3Hr https://www.youtube.com/playlist?list=PLn32cjH9B2Bqc9iRDrq2uDGBZmxljsAvT https://www.youtube.com/playlist?list=PLn32cjH9B2BoU8393rCUbqbKLFb4Oc4Op https://www.youtube.com/playlist?list=PLn32cjH9B2Bp_rSIQRt8V37XISvZ_WjEq https://www.youtube.com/playlist?list=PLn32cjH9B2Bqp27lvFGzCBKyZaJg9mljY https://www.youtube.com/playlist?list=PLn32cjH9B2BpbOu1M1C8zyNPel2eYrdLB Music from #Uppbeat (free for Creators!): https://uppbeat.io/t/21-on-the-block/... License code: MKM7BDGHR8BXIH2S Music from #Uppbeat (free for Creators!): https://uppbeat.io/t/theo-gerard/the-good-life License code: ATVBJRKCLBUUMZYA Music from #Uppbeat (free for Creators!): https://uppbeat.io/t/rahul-popawala/vacay-vibes License code: KMBSTRNDE4NR5A9I