Prabhu Kiran Konda
Software Engineer
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Bookmarks
LLM
A Visual Guide to Mixture of Experts (MoE)
newsletter.maartengrootendorst.com
Demystifying the role of MoE in Large Language Models
NirDiamant/Controllable-RAG-Agent
github.com
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks. - NirDiamant/Cont...
NirDiamant/GenAI_Agents: AI Agent techniques
github.com
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A...
NirDiamant/RAG_Techniques
github.com
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont...
Implementing GraphReader with Neo4j and LangGraph
towardsdatascience.com
Elevating RAG accuracy and performance by structuring long documents into explorable graphs and implementing graph-based agent systems
LLM Visualization
bbycroft.net
A 3D animated visualization of an LLM with a walkthrough.
Building LLM-Powered Apps course
youtube.com
With Building LLM-Powered Apps course you will learn how to build LLM-powered applications using LLM APIs, Langchain and W&B Prompts. This course will guide ...
Multimodal RAG with ColPali and Gemini
learnopencv.com
Multimodal RAG with ColPali and Gemini is a big leap in AI, which improves the document retrieval quality by a huge margin while preserving document structure
LLMs Courses
parlance-labs.com
Educational resources on LLMs
Generative AI exists because of the transformer
ig.ft.com
The technology has resulted in a host of cutting-edge AI applications — but its real power lies beyond text generation
mlabonne/llm-course: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
github.com
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. - mlabonne/llm-course
alexpinel/Dot: Standalone app for easy RAG with local LLM
github.com
Standalone app for easy RAG with local LLM.
lavague-ai/LaVague: Large Action Model framework to develop AI Web Agents
github.com
Large Action Model framework to develop AI Web Agents - lavague-ai/LaVague