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