An Open-Source Project with 15 Large Model Agent Techniques
Explore NirDiamant's open-source AI Agent repository with 15 techniques, from basic to advanced, transforming AI interactions. 6K stars and growing fast!
Today, I’m excited to share an open-source repository by NirDiamant, known for his RAG advanced techniques repository, which has already gained 6K stars.
Recently, he launched a comprehensive Agent repository, and it’s gaining traction quickly—600 stars on the first day!
Generative AI Agents are at the cutting edge of AI, transforming how we interact with and utilize AI technologies.
This new repository aims to guide you through the process of building agents, from basic implementations to advanced systems.
There are 15 step-by-step notebooks ranging from simple to advanced.
Basic Agents
Simple Conversational Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/simple_conversational_agent.ipynb
Simple Question Answering Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/simple_question_answering_agent.ipynb
Simple Data Analysis Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/simple_data_analysis_agent_notebook.ipynb
Customer Support Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/customer_support_agent_langgraph.ipynb
Essay Grading Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/essay_grading_system_langgraph.ipynb
Travel Planner Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/simple_travel_planner_langgraph.ipynb
GIF Animation Generator Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/gif_animation_generator_langgraph.ipynb
TTS Poem Generator Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/tts_poem_generator_agent_langgraph.ipynb
Music Composer Agent (LangGraph): https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/music_compositor_agent_langgraph.ipynb
Advanced Agent Architectures
Memory-Enhanced Conversational Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/memory_enhanced_conversational_agent.ipynb
Multi-Agent Collaboration System: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/multi_agent_collaboration_system.ipynb
Self-Improving Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/self_improving_agent.ipynb
Task-Oriented Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/task_oriented_agent.ipynb
Internet Search and Summary Agent: https://github.com/NirDiamant/GenAI_Agents/blob/main/all_agents_tutorials/search_the_internet_and_summarize.ipynb
Complex Systems
Controllable Agent for Complex RAG Tasks: https://github.com/NirDiamant/Controllable-RAG-Agent