Samanth Koduru's repositories
agentscope
Start building LLM-empowered multi-agent applications in an easier way.
ai-rag-chat-evaluator
Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
dspy
DSPy: The framework for programming—not prompting—foundation models
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
groq-moa
Mixture of Agents using Groq
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
microagents
Agents Capable of Self-Editing Their Prompts / Python Code
pykan
Kolmogorov Arnold Networks
RAGArch
RAGArch is a Streamlit-based application that empowers users to experiment with various components and parameters of Retrieval-Augmented Generation (RAG) pipelines. Utilizing the power of Llamaindex, RAGArch facilitates the testing of different configurations to see how they perform.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
unsloth
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
vision-agent
Vision agent