Projects in Awesome Lists by junfanz1

An efficient and scalable attention module designed to reduce memory usage and improve inference speed in large language models. Designed and implemented the Multi-Head Latent Attention (MLA) module as a drop-in replacement for traditional multi-head attention (MHA) in large language models.

attention-mechanism deepseek llm mla multi-head-attention pytorch

Last synced: 13 Apr 2025

https://github.com/junfanz1/cursor-fullstack-ai-app

Build E2E Micro SaaS AI application, takes in Github urls, generate json reports with AI powered insights and repo stats

api cursor fullstack javascript langchain nextjs restful-api saas web-development

Last synced: 07 Mar 2025

https://github.com/junfanz1/cursorapp

Last synced: 15 Mar 2025

https://github.com/junfanz1/moe-mixture-of-experts-in-pytorch

Implementations of a Mixture-of-Experts (MoE) architecture designed for research on large language models (LLMs) and scalable neural network designs. One implementation targets a **single-device/NPU environment** while the other is built for multi-device distributed computing. Both versions showcase the core principles.

Last synced: 15 Mar 2025

https://github.com/junfanz1/cognito-langgraph-rag-chatbot

This project implements an advanced Retrieval Augmented Generation (RAG) workflow to enhance question-answering accuracy and reduce LLM hallucinations. It leverages LangGraph to create a stateful, multi-step process that includes document retrieval, relevance grading, and web search fallback.

chromadb langchain langgraph openai tavily

Last synced: 03 Mar 2025

https://github.com/junfanz1/langgraph-reflection-researcher

The LangGraph project implements a "Reflection Agent" designed to iteratively refine answers to user queries using a Large Language Model (LLM) and web search. It simulates a research process where an initial answer is generated, critiqued, and revised based on information gathered from web searches, all managed by a LangGraph workflow.

agentic-ai langchain langgraph llm

Last synced: 03 Mar 2025

https://github.com/junfanz1/code-interpreter-react-langchain-agent

This project combines two functionalities: a Code Interpreter using LLM Agent Orchestration and Tool Utilization, and a ReAct LangChain Agent example.ReAct agent using LangChain, integrated with a custom tool to calculate the length of a given text. It serves as a foundational example for building more complex, tool-augmented LLM applications.

agent langchain langsmith large llm openai react

Last synced: 03 Mar 2025

https://github.com/junfanz1/llm-documentation-chatbot

A sophisticated chatbot application that helps users navigate and understand LangChain documentation through an interactive, user-friendly interface.

chatbot firecrawl langchain llm openai pinecone streamlit vector-database

Last synced: 03 Mar 2025

https://github.com/junfanz1/mcp-ai-infra-real-time-agent

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

agentic-framework ai langchain langgraph mcp mcp-server

Last synced: 27 Mar 2025

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