├── .github └── workflows │ └── pylint.yml ├── .gitignore ├── 01_foundations ├── README.md ├── agents │ ├── README.md │ └── huyen-agents.md ├── ai-engineering-summary │ ├── Chapter_10_AI_Engineering.md │ ├── Chapter_1_Intro.md │ ├── Chapter_2_FMs.md │ ├── Chapter_3_Evaluation.md │ ├── Chapter_4_Evaluate_AI.md │ ├── Chapter_5_Prompt_Eng.md │ ├── Chapter_6_1_RAG.md │ ├── Chapter_6_2_Agents.md │ ├── Chapter_7_Finetuning.md │ ├── Chapter_8_Data_Eng.md │ ├── Chapter_9_Inference Optim.md │ └── README.md ├── gen-AI │ └── huyen-Gen-AI-Platform.md ├── llms │ ├── llm_training_workflow.md │ ├── llms-frameworks.md │ └── transformer_architecture_variants.md └── python │ ├── modern_python.md │ └── vibe_coding.md ├── 02_frameworks ├── 1_openai │ ├── README.md │ ├── code │ │ ├── 01_basic │ │ │ ├── hello_world.py │ │ │ ├── images │ │ │ │ ├── image_local.py │ │ │ │ ├── image_remote.py │ │ │ │ └── media │ │ │ │ │ └── image_bison.jpg │ │ │ ├── output_type.py │ │ │ ├── tools_basic.py │ │ │ └── weather_agent_basic.py │ │ ├── 02_models │ │ │ ├── async-openai-gemini.py │ │ │ └── sync-openai-gemini.py │ │ ├── 03_tools │ │ │ ├── agent_as_a_tool.py │ │ │ ├── email_processor.py │ │ │ ├── function_tools │ │ │ │ └── function_tools_basic.py │ │ │ ├── hosted_tools │ │ │ │ ├── computer_use.py │ │ │ │ ├── file_search.py │ │ │ │ └── web_search.py │ │ │ ├── productivity_assistant.py │ │ │ └── web_research_assistant.py │ │ ├── 04_context │ │ │ ├── local-context.py │ │ │ └── previous_response_id.py │ │ ├── 05_handoffs │ │ │ ├── handoff_app.py │ │ │ ├── handoff_customeized.py │ │ │ ├── handoff_data.py │ │ │ ├── handoffs_basic.py │ │ │ ├── handoffs_hello_world.py │ │ │ └── message_filter.py │ │ ├── 06_guardrails │ │ │ ├── input_guardrail.py │ │ │ └── output_guardrail.py │ │ ├── 07_run_stream │ │ │ ├── message_filter_streaming.py │ │ │ ├── stream_items.py │ │ │ └── stream_text.py │ │ ├── 08_lifecycle │ │ │ ├── agent_lifecycle_example.py │ │ │ └── run_lifecycle_example.py │ │ ├── 09_outputs │ │ │ ├── models.py │ │ │ ├── output_type_models.py │ │ │ ├── output_type_schemas.py │ │ │ ├── output_types.py │ │ │ └── sample_data.py │ │ ├── 11_mcp │ │ │ ├── filesystem │ │ │ │ └── main.py │ │ │ └── git │ │ │ │ └── main.py │ │ ├── 12_prompting │ │ │ └── dynamic_system_prompt.py │ │ ├── 13_voice_agents │ │ │ └── voice_main.py │ │ └── README.md │ ├── openai-agents-design-guide.md │ ├── openai_agents_overview.md │ ├── openai_agents_sdk.md │ ├── openai_api_quickstart.md │ └── openai_sdk_reference.md ├── 2_langchain │ ├── README.md │ └── code │ │ ├── RAG │ │ ├── 01_basic_RAG_langchain.py │ │ ├── 01_rag_basic.py │ │ ├── 02_rag_basic_langgraph.py │ │ ├── 03_multimodal_rag_basic.py │ │ ├── 04_multimodal_rag_clip.py │ │ ├── 05_multimodal_rag_semi_structured.py │ │ └── test_rag.py │ │ ├── chroma_db │ │ └── 408a3e54-0310-48b9-8a07-6c67537250d9 │ │ │ ├── data_level0.bin │ │ │ ├── header.bin │ │ │ ├── length.bin │ │ │ └── link_lists.bin │ │ ├── chroma_db_multimodal │ │ └── eb6ca27c-a322-46c3-826d-7e71845c54f3 │ │ │ ├── data_level0.bin │ │ │ ├── header.bin │ │ │ ├── length.bin │ │ │ └── link_lists.bin │ │ ├── data │ │ ├── cj │ │ │ ├── cj.pdf │ │ │ ├── figure-10-1.jpg │ │ │ ├── figure-16-1.jpg │ │ │ ├── figure-5-1.jpg │ │ │ ├── figure-6-1.jpg │ │ │ └── figure-7-1.jpg │ │ ├── neural_network_diagram.txt │ │ ├── neural_networks.txt │ │ └── sample.txt │ │ ├── requirements.txt │ │ └── vector_store │ │ └── 94f9c437-11e1-40b9-a776-65d4b695e391 │ │ ├── data_level0.bin │ │ ├── header.bin │ │ ├── length.bin │ │ └── link_lists.bin ├── 3_langgraph │ ├── 1_basic_chatbot_tutorial.md │ ├── 2_add_tools_tutorial.md │ ├── 3_add_memory_tutorial.md │ ├── 4_human_in_the_loop_tutorial.md │ ├── README.md │ └── code │ │ ├── 0_hello_world_graph.py │ │ ├── 0_langgraph_hello_world.py │ │ ├── 1_build_basic_chatbot.py │ │ ├── 2_add_tools_chatbot.py │ │ ├── 3_add_memory_chatbot.py │ │ ├── README.md │ │ ├── advanced_workflow.py │ │ ├── basic_workflow.py │ │ ├── complete_chatbot.py │ │ ├── customer_support_bot.py │ │ └── requirements.txt ├── 4_llamaindex │ ├── README.md │ ├── code │ │ ├── agent-workflow.py │ │ ├── agentQL_web_research.py │ │ ├── agent_rag_pipeline.py │ │ ├── agents_as_tools.py │ │ ├── codeact_agent.py │ │ ├── memory_composable.py │ │ ├── multi-agent-planning.py │ │ ├── multi-agent-workflow.py │ │ ├── rag_openai_pinecone.py │ │ ├── requirements.txt │ │ └── vector_memory.py │ ├── llamaindex-agent-workflow.md │ └── llamaindex-multi-agent-workflow.md ├── 5_crewai │ ├── README.md │ └── code │ │ ├── README.md │ │ ├── requirements.txt │ │ ├── starter_project │ │ ├── README.md │ │ ├── pyproject.toml │ │ └── src │ │ │ └── starter_project │ │ │ ├── __init__.py │ │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── agents.yaml │ │ │ └── tasks.yaml │ │ │ ├── crew.py │ │ │ ├── main.py │ │ │ └── tools │ │ │ ├── __init__.py │ │ │ └── custom_tool.py │ │ └── starter_template.py ├── 6_ui_tools │ └── chainlit │ │ ├── .python-version │ │ ├── README.md │ │ ├── chainlit-openai-app.py │ │ ├── chainlit.md │ │ ├── chainlit_app.py │ │ ├── littlelm-chainlit.py │ │ ├── main.py │ │ ├── pyproject.toml │ │ └── uv.lock ├── 7_anthropic │ ├── README.md │ └── code │ │ ├── agents │ │ ├── .gitignore │ │ ├── README.md │ │ ├── __init__.py │ │ ├── agent.py │ │ ├── agent_demo.ipynb │ │ ├── test_message_params.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── calculator_mcp.py │ │ │ ├── code_execution.py │ │ │ ├── file_tools.py │ │ │ ├── mcp_tool.py │ │ │ ├── think.py │ │ │ └── web_search.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── connections.py │ │ │ ├── history_util.py │ │ │ └── tool_util.py │ │ └── tools │ │ ├── base_tool.py │ │ └── think_tool.py └── README.md ├── 03_system_design ├── RAGs │ ├── README.md │ └── code │ │ ├── 01_basic_RAG_langchain.py │ │ ├── 01_rag_basic.py │ │ ├── 02_rag_basic_langgraph.py │ │ ├── 03_multimodal_rag_basic.py │ │ ├── 04_multimodal_rag_clip.py │ │ └── 05_multimodal_rag_semi_structured.py ├── README.md ├── architectures │ ├── ASD-12-step-v1.5.md │ ├── README.md │ ├── agentic-arch-layers.md │ ├── ai-native-arch.md │ ├── nvidia-agentic-ai.md │ └── philoagent_system_architecture.md ├── cookbooks │ ├── A-Practical-Guide-to-AI-Agents-updated.pdf │ ├── A_Practical_Guide_to_AI_Agents.md │ ├── README.md │ ├── anthropic-build_effective_agents.md │ ├── code │ │ ├── handoffs.py │ │ └── swarm_general_demo.py │ ├── compund-ai-systems.md │ ├── openai-agents-design-guide.md │ └── orchestrating_agents_openai.md ├── design-patterns │ ├── AI-Agent-Design-Patterns-v1.3.md │ ├── README.md │ ├── Reflexion.md │ ├── agentic_patterns_w_codes.md │ └── code │ │ ├── README.md │ │ ├── agents_as_tools.py │ │ ├── basic_workflows.ipynb │ │ ├── deterministic.py │ │ ├── evaluator_optimizer.ipynb │ │ ├── llm_as_a_judge.py │ │ ├── orchestrator_workers.ipynb │ │ ├── parallelization.py │ │ ├── routing.py │ │ ├── streaming_guardrails.py │ │ └── util.py ├── evals │ ├── README.md │ ├── agentic-ai-evals.md │ ├── ai-product-evals.md │ ├── claude-swe-bench-verified.md │ └── genai-evals-huyen.md ├── layers │ └── README.md ├── memory │ └── README.md └── protocols │ ├── README.md │ ├── mcp_calculator_tool.py │ └── mcp_tool_claude.py ├── 04_use_cases ├── README.md ├── customer_support_agents │ └── 02_customer_support_flights │ │ ├── .python-version │ │ ├── README.md │ │ ├── app.py │ │ ├── main.py │ │ ├── pyproject.toml │ │ └── requirements.txt ├── document_processor │ └── genai_rag_platform │ │ ├── main.py │ │ ├── requirements.txt │ │ ├── sample_docs │ │ └── knowledge.md │ │ └── src │ │ ├── config │ │ └── settings.py │ │ ├── data │ │ └── loader.py │ │ ├── interface │ │ ├── cli.py │ │ └── gateway.py │ │ ├── rag │ │ └── rag.py │ │ ├── router │ │ └── router.py │ │ └── utils │ │ └── guardrails.py ├── legal-doc-assistant │ ├── requirements.txt │ ├── src │ │ ├── api │ │ │ └── main.py │ │ ├── config │ │ │ └── settings.py │ │ ├── data │ │ │ ├── document_processor.py │ │ │ └── vector_store.py │ │ └── models │ │ │ └── rag_chain.py │ └── tests │ │ └── test_document_processor.py ├── research_agents │ ├── financial_research_multi_agent │ │ ├── README.md │ │ ├── __init__.py │ │ ├── agents │ │ │ ├── __init__.py │ │ │ ├── financials_agent.py │ │ │ ├── planner_agent.py │ │ │ ├── risk_agent.py │ │ │ ├── search_agent.py │ │ │ ├── verifier_agent.py │ │ │ └── writer_agent.py │ │ ├── main.py │ │ ├── manager.py │ │ └── printer.py │ └── multi_agent_researcher │ │ ├── .python-version │ │ ├── README.md │ │ ├── __init__.py │ │ ├── agents │ │ ├── __init__.py │ │ ├── planner_agent.py │ │ ├── search_agent.py │ │ └── writer_agent.py │ │ ├── main.py │ │ ├── manager.py │ │ ├── printer.py │ │ ├── pyproject.toml │ │ ├── requirements.txt │ │ └── sample_outputs │ │ ├── product_recs.md │ │ ├── product_recs.txt │ │ ├── vacation.md │ │ └── vacation.txt ├── tests │ └── test_document_processor.py ├── utils │ └── README.md └── weather_agent_app │ ├── .gitignore │ ├── .python-version │ ├── README.md │ ├── app.py │ ├── chainlit.md │ ├── main.py │ ├── pyproject.toml │ ├── requirements.txt │ ├── weather_agent.py │ └── weather_api │ ├── __init__.py │ ├── weather_service.py │ └── weather_service_ex2.py ├── 05_resources ├── AI-stack.md ├── SD_resources.md ├── cookbooks.md ├── courses │ ├── agent_courses.md │ └── huggingface_agents_course │ │ ├── code │ │ ├── app.py │ │ ├── hf_client_hello.py │ │ ├── hf_dummy_agent.py │ │ └── langgraph_hello.py │ │ └── huggingface_agents_01.md ├── resources.md └── stack-tools.md ├── LICENSE ├── README.md ├── assets ├── agents │ ├── agent-anthropic.png │ ├── agent-def.png │ ├── agent-evolution.jpeg │ ├── agent-not-agent.jpeg │ ├── agentic-ai-nvidia.png │ ├── agents-5-levels.png │ ├── agents-vs-agentic-ai.png │ ├── augmented_llm.png │ ├── fcn_docs_to_schema.png │ └── llm-workflow-vs-agent.png ├── architectures │ ├── CUA.png │ ├── agentic-SDLC.gif │ ├── agentic-ai-architecture-blueprint.png │ ├── agentic-ai-arsanjani.png │ ├── agentic-arch-future.jpeg │ ├── agentic_AI_SD.png │ ├── ai-agent-arc-vectorize.png │ ├── ai-native-e2e-p01.png │ ├── ai-native-e2e-p02.png │ ├── architecture-1-small.png │ ├── architecture-2.png │ ├── architecture-3.png │ ├── aws-agentsquad.png │ ├── ibm-agentic-architecture.png │ ├── layers-ai-native-1.png │ ├── layers-ai-native-2.png │ ├── memory.png │ ├── philoagent_system_architecture.png │ ├── reasoning.jpeg │ └── whisper.png ├── code-gen │ ├── Code-gen.png │ └── flow-engineering-karpathy.jpeg ├── cover-01.png ├── covers │ ├── cover-02.png │ ├── cover-022.png │ └── cover-03.png ├── design-patterns │ ├── PaE.png │ ├── Refelxion.png │ ├── Reflection-basic.png │ ├── Reflexion.jpeg │ ├── Rewoo-steps.png │ ├── Rewoo.png │ ├── agentic-patterns-2.1.jpeg │ ├── agentic-patterns-2.2.png │ ├── agentic-patterns_w_code-1.jpeg │ ├── agentic_design_patterns.jpeg │ ├── anthropthic-patterns.jpeg │ ├── code-act.png │ ├── multi-agent │ │ ├── MA-Hierarchical-teams.png │ │ ├── MA-collab.png │ │ ├── MAS-Collab-autogen.png │ │ ├── MAS-Hierarchical.png │ │ ├── MAS-Supervisor.png │ │ ├── MAS-architectures.jpeg │ │ ├── MA_design-patterns.png │ │ └── Multi-agent-supervisor.png │ └── reasoning │ │ ├── CoT │ │ ├── CoT-airbnb-workflow.png │ │ └── CoT-airbnb.png │ │ ├── GoT-arch.png │ │ ├── GoT.svg │ │ ├── ToT.png │ │ ├── ToT_graph.png │ │ └── lang-agent-tree-search.png ├── evals │ ├── agents-evals.jpeg │ ├── eval_chatbot_simulation.png │ ├── hamels-eval.png │ └── langsmith.png ├── guardrails │ └── guardrails.png ├── learn-roadmap.png ├── llms │ ├── MoE.jpeg │ └── llm-glossary.jpeg ├── logos │ ├── Gemini.png │ ├── autogen.png │ ├── crew_ai.png │ ├── langchain.png │ └── langgraph.png ├── media │ └── image_bison.jpg ├── memory │ ├── context-mngmnt-airbnb.png │ ├── memory+feedback-loop.png │ ├── memory-1.png │ ├── memory-2.png │ └── memory.jpeg ├── orchestration │ ├── agent-orchestration-layer.png │ └── handoffs.jpeg ├── protocols │ ├── a2a.png │ ├── agent-protocols-workflows.png │ ├── agent-protocols.gif │ └── mcp.png ├── rags │ ├── Agentic-rag-langraph.png │ ├── KG-RAG.png │ ├── Self-rag-1.png │ ├── adaptive-RAG.png │ ├── agentic-rag-def.png │ ├── agentic-rag-graph.png │ ├── agentic-rag-vec.png │ ├── agentic-rags-1.jpeg │ ├── agentic-search-wrokflow-perp.png │ ├── agentic-search.gif │ ├── basic-rag-1.png │ ├── c-rag.png │ ├── databases.png │ ├── meta-prompt-2.png │ ├── meta-prompt.png │ ├── multimodal-QA.png │ ├── multimodal-RAG-o1-1.png │ ├── multimodal-RAG-o3-1.png │ ├── multimodal-RAG-o3-2.png │ ├── multimodal-RAG-o3-3.png │ ├── multimodal-RAG-vdms.png │ ├── nvidia-llamaindex.png │ ├── qdrant_archpng.png │ ├── self-RAG-2.png │ └── uber-agentic-rag.png ├── stacks │ ├── AI-stack.jpeg │ ├── agentic-frameworks.png │ ├── agentic_ides.png │ ├── airbnb-conv-ai-llm.png │ ├── completions_responses.png │ └── n8n-cheat.jpeg └── text-to-sql-pipeline.png └── steps ├── RL-agents-0.jpeg ├── agent-SD-checklist.jpeg ├── agents-7-steps.gif ├── agents-SD-1.jpeg └── scale-agents.jpeg /.github/workflows/pylint.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/.github/workflows/pylint.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/.gitignore -------------------------------------------------------------------------------- /01_foundations/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/README.md -------------------------------------------------------------------------------- /01_foundations/agents/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/agents/README.md -------------------------------------------------------------------------------- /01_foundations/agents/huyen-agents.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/agents/huyen-agents.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_10_AI_Engineering.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_10_AI_Engineering.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_1_Intro.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_1_Intro.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_2_FMs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_2_FMs.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_3_Evaluation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_3_Evaluation.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_4_Evaluate_AI.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_4_Evaluate_AI.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_5_Prompt_Eng.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_5_Prompt_Eng.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_6_1_RAG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_6_1_RAG.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_6_2_Agents.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_6_2_Agents.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_7_Finetuning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_7_Finetuning.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_8_Data_Eng.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_8_Data_Eng.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/Chapter_9_Inference Optim.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/Chapter_9_Inference Optim.md -------------------------------------------------------------------------------- /01_foundations/ai-engineering-summary/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/ai-engineering-summary/README.md -------------------------------------------------------------------------------- /01_foundations/gen-AI/huyen-Gen-AI-Platform.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/gen-AI/huyen-Gen-AI-Platform.md -------------------------------------------------------------------------------- /01_foundations/llms/llm_training_workflow.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/llms/llm_training_workflow.md -------------------------------------------------------------------------------- /01_foundations/llms/llms-frameworks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/llms/llms-frameworks.md -------------------------------------------------------------------------------- /01_foundations/llms/transformer_architecture_variants.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/llms/transformer_architecture_variants.md -------------------------------------------------------------------------------- /01_foundations/python/modern_python.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/python/modern_python.md -------------------------------------------------------------------------------- /01_foundations/python/vibe_coding.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/01_foundations/python/vibe_coding.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/README.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/hello_world.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/hello_world.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/images/image_local.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/images/image_local.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/images/image_remote.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/images/image_remote.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/images/media/image_bison.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/images/media/image_bison.jpg -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/output_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/output_type.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/tools_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/tools_basic.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/01_basic/weather_agent_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/01_basic/weather_agent_basic.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/02_models/async-openai-gemini.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/02_models/async-openai-gemini.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/02_models/sync-openai-gemini.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/02_models/sync-openai-gemini.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/agent_as_a_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/agent_as_a_tool.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/email_processor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/email_processor.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/function_tools/function_tools_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/function_tools/function_tools_basic.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/hosted_tools/computer_use.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/hosted_tools/computer_use.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/hosted_tools/file_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/hosted_tools/file_search.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/hosted_tools/web_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/hosted_tools/web_search.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/productivity_assistant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/productivity_assistant.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/03_tools/web_research_assistant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/03_tools/web_research_assistant.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/04_context/local-context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/04_context/local-context.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/04_context/previous_response_id.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/04_context/previous_response_id.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/handoff_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/handoff_app.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/handoff_customeized.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/handoff_customeized.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/handoff_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/handoff_data.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/handoffs_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/handoffs_basic.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/handoffs_hello_world.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/handoffs_hello_world.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/05_handoffs/message_filter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/05_handoffs/message_filter.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/06_guardrails/input_guardrail.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/06_guardrails/input_guardrail.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/06_guardrails/output_guardrail.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/06_guardrails/output_guardrail.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/07_run_stream/message_filter_streaming.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/07_run_stream/message_filter_streaming.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/07_run_stream/stream_items.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/07_run_stream/stream_items.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/07_run_stream/stream_text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/07_run_stream/stream_text.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/08_lifecycle/agent_lifecycle_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/08_lifecycle/agent_lifecycle_example.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/08_lifecycle/run_lifecycle_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/08_lifecycle/run_lifecycle_example.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/09_outputs/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/09_outputs/models.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/09_outputs/output_type_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/09_outputs/output_type_models.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/09_outputs/output_type_schemas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/09_outputs/output_type_schemas.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/09_outputs/output_types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/09_outputs/output_types.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/09_outputs/sample_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/09_outputs/sample_data.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/11_mcp/filesystem/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/11_mcp/filesystem/main.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/11_mcp/git/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/11_mcp/git/main.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/12_prompting/dynamic_system_prompt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/12_prompting/dynamic_system_prompt.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/13_voice_agents/voice_main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/13_voice_agents/voice_main.py -------------------------------------------------------------------------------- /02_frameworks/1_openai/code/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/code/README.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/openai-agents-design-guide.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/openai-agents-design-guide.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/openai_agents_overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/openai_agents_overview.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/openai_agents_sdk.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/openai_agents_sdk.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/openai_api_quickstart.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/openai_api_quickstart.md -------------------------------------------------------------------------------- /02_frameworks/1_openai/openai_sdk_reference.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/1_openai/openai_sdk_reference.md -------------------------------------------------------------------------------- /02_frameworks/2_langchain/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/README.md -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/01_basic_RAG_langchain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/01_basic_RAG_langchain.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/01_rag_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/01_rag_basic.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/02_rag_basic_langgraph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/02_rag_basic_langgraph.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/03_multimodal_rag_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/03_multimodal_rag_basic.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/04_multimodal_rag_clip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/04_multimodal_rag_clip.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/05_multimodal_rag_semi_structured.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/05_multimodal_rag_semi_structured.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/RAG/test_rag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/RAG/test_rag.py -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/data_level0.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/data_level0.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/header.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/header.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/length.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/length.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db/408a3e54-0310-48b9-8a07-6c67537250d9/link_lists.bin: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/data_level0.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/data_level0.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/header.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/header.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/length.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/length.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/chroma_db_multimodal/eb6ca27c-a322-46c3-826d-7e71845c54f3/link_lists.bin: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/cj.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/cj.pdf -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/figure-10-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/figure-10-1.jpg -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/figure-16-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/figure-16-1.jpg -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/figure-5-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/figure-5-1.jpg -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/figure-6-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/figure-6-1.jpg -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/cj/figure-7-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/cj/figure-7-1.jpg -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/neural_network_diagram.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/neural_network_diagram.txt -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/neural_networks.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/neural_networks.txt -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/data/sample.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/data/sample.txt -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/requirements.txt -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/data_level0.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/data_level0.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/header.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/header.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/length.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/length.bin -------------------------------------------------------------------------------- /02_frameworks/2_langchain/code/vector_store/94f9c437-11e1-40b9-a776-65d4b695e391/link_lists.bin: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/1_basic_chatbot_tutorial.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/1_basic_chatbot_tutorial.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/2_add_tools_tutorial.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/2_add_tools_tutorial.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/3_add_memory_tutorial.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/3_add_memory_tutorial.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/4_human_in_the_loop_tutorial.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/4_human_in_the_loop_tutorial.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/README.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/0_hello_world_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/0_hello_world_graph.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/0_langgraph_hello_world.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/0_langgraph_hello_world.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/1_build_basic_chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/1_build_basic_chatbot.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/2_add_tools_chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/2_add_tools_chatbot.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/3_add_memory_chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/3_add_memory_chatbot.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/README.md -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/advanced_workflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/advanced_workflow.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/basic_workflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/basic_workflow.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/complete_chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/complete_chatbot.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/customer_support_bot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/customer_support_bot.py -------------------------------------------------------------------------------- /02_frameworks/3_langgraph/code/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/3_langgraph/code/requirements.txt -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/README.md -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/agent-workflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/agent-workflow.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/agentQL_web_research.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/agentQL_web_research.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/agent_rag_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/agent_rag_pipeline.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/agents_as_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/agents_as_tools.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/codeact_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/codeact_agent.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/memory_composable.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/memory_composable.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/multi-agent-planning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/multi-agent-planning.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/multi-agent-workflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/multi-agent-workflow.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/rag_openai_pinecone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/rag_openai_pinecone.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/requirements.txt: -------------------------------------------------------------------------------- 1 | llama-index 2 | tavily 3 | 4 | -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/code/vector_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/code/vector_memory.py -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/llamaindex-agent-workflow.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/llamaindex-agent-workflow.md -------------------------------------------------------------------------------- /02_frameworks/4_llamaindex/llamaindex-multi-agent-workflow.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/4_llamaindex/llamaindex-multi-agent-workflow.md -------------------------------------------------------------------------------- /02_frameworks/5_crewai/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/README.md -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/README.md -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/requirements.txt -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/README.md -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/pyproject.toml -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | CrewAI Starter Project Package 3 | """ -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/config/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Configuration files for the CrewAI project 3 | """ -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/config/agents.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/src/starter_project/config/agents.yaml -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/config/tasks.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/src/starter_project/config/tasks.yaml -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/crew.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/src/starter_project/crew.py -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/src/starter_project/main.py -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/tools/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Custom tools for the CrewAI project 3 | """ -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_project/src/starter_project/tools/custom_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_project/src/starter_project/tools/custom_tool.py -------------------------------------------------------------------------------- /02_frameworks/5_crewai/code/starter_template.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/5_crewai/code/starter_template.py -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/.python-version: -------------------------------------------------------------------------------- 1 | 3.13 2 | -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/README.md -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/chainlit-openai-app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/chainlit-openai-app.py -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/chainlit.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/chainlit.md -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/chainlit_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/chainlit_app.py -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/littlelm-chainlit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/littlelm-chainlit.py -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/main.py -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/pyproject.toml -------------------------------------------------------------------------------- /02_frameworks/6_ui_tools/chainlit/uv.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/6_ui_tools/chainlit/uv.lock -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/README.md -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/.gitignore -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/README.md -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/__init__.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/agent.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/agent_demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/agent_demo.ipynb -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/test_message_params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/test_message_params.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/__init__.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/base.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/calculator_mcp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/calculator_mcp.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/code_execution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/code_execution.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/file_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/file_tools.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/mcp_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/mcp_tool.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/think.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/think.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/tools/web_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/tools/web_search.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/utils/__init__.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/utils/connections.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/utils/connections.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/utils/history_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/utils/history_util.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/agents/utils/tool_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/agents/utils/tool_util.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/tools/base_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/tools/base_tool.py -------------------------------------------------------------------------------- /02_frameworks/7_anthropic/code/tools/think_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/7_anthropic/code/tools/think_tool.py -------------------------------------------------------------------------------- /02_frameworks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/02_frameworks/README.md -------------------------------------------------------------------------------- /03_system_design/RAGs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/README.md -------------------------------------------------------------------------------- /03_system_design/RAGs/code/01_basic_RAG_langchain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/01_basic_RAG_langchain.py -------------------------------------------------------------------------------- /03_system_design/RAGs/code/01_rag_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/01_rag_basic.py -------------------------------------------------------------------------------- /03_system_design/RAGs/code/02_rag_basic_langgraph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/02_rag_basic_langgraph.py -------------------------------------------------------------------------------- /03_system_design/RAGs/code/03_multimodal_rag_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/03_multimodal_rag_basic.py -------------------------------------------------------------------------------- /03_system_design/RAGs/code/04_multimodal_rag_clip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/04_multimodal_rag_clip.py -------------------------------------------------------------------------------- /03_system_design/RAGs/code/05_multimodal_rag_semi_structured.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/RAGs/code/05_multimodal_rag_semi_structured.py -------------------------------------------------------------------------------- /03_system_design/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/README.md -------------------------------------------------------------------------------- /03_system_design/architectures/ASD-12-step-v1.5.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/ASD-12-step-v1.5.md -------------------------------------------------------------------------------- /03_system_design/architectures/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/README.md -------------------------------------------------------------------------------- /03_system_design/architectures/agentic-arch-layers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/agentic-arch-layers.md -------------------------------------------------------------------------------- /03_system_design/architectures/ai-native-arch.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/ai-native-arch.md -------------------------------------------------------------------------------- /03_system_design/architectures/nvidia-agentic-ai.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/nvidia-agentic-ai.md -------------------------------------------------------------------------------- /03_system_design/architectures/philoagent_system_architecture.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/architectures/philoagent_system_architecture.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/A-Practical-Guide-to-AI-Agents-updated.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/A-Practical-Guide-to-AI-Agents-updated.pdf -------------------------------------------------------------------------------- /03_system_design/cookbooks/A_Practical_Guide_to_AI_Agents.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/A_Practical_Guide_to_AI_Agents.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/README.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/anthropic-build_effective_agents.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/anthropic-build_effective_agents.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/code/handoffs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/code/handoffs.py -------------------------------------------------------------------------------- /03_system_design/cookbooks/code/swarm_general_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/code/swarm_general_demo.py -------------------------------------------------------------------------------- /03_system_design/cookbooks/compund-ai-systems.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/compund-ai-systems.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/openai-agents-design-guide.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/openai-agents-design-guide.md -------------------------------------------------------------------------------- /03_system_design/cookbooks/orchestrating_agents_openai.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/cookbooks/orchestrating_agents_openai.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/AI-Agent-Design-Patterns-v1.3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/AI-Agent-Design-Patterns-v1.3.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/README.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/Reflexion.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/Reflexion.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/agentic_patterns_w_codes.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/agentic_patterns_w_codes.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/README.md -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/agents_as_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/agents_as_tools.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/basic_workflows.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/basic_workflows.ipynb -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/deterministic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/deterministic.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/evaluator_optimizer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/evaluator_optimizer.ipynb -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/llm_as_a_judge.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/llm_as_a_judge.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/orchestrator_workers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/orchestrator_workers.ipynb -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/parallelization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/parallelization.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/routing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/routing.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/streaming_guardrails.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/streaming_guardrails.py -------------------------------------------------------------------------------- /03_system_design/design-patterns/code/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/design-patterns/code/util.py -------------------------------------------------------------------------------- /03_system_design/evals/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/evals/README.md -------------------------------------------------------------------------------- /03_system_design/evals/agentic-ai-evals.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/evals/agentic-ai-evals.md -------------------------------------------------------------------------------- /03_system_design/evals/ai-product-evals.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/evals/ai-product-evals.md -------------------------------------------------------------------------------- /03_system_design/evals/claude-swe-bench-verified.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/evals/claude-swe-bench-verified.md -------------------------------------------------------------------------------- /03_system_design/evals/genai-evals-huyen.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/evals/genai-evals-huyen.md -------------------------------------------------------------------------------- /03_system_design/layers/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/layers/README.md -------------------------------------------------------------------------------- /03_system_design/memory/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/memory/README.md -------------------------------------------------------------------------------- /03_system_design/protocols/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/protocols/README.md -------------------------------------------------------------------------------- /03_system_design/protocols/mcp_calculator_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/protocols/mcp_calculator_tool.py -------------------------------------------------------------------------------- /03_system_design/protocols/mcp_tool_claude.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/03_system_design/protocols/mcp_tool_claude.py -------------------------------------------------------------------------------- /04_use_cases/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/README.md -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/.python-version: -------------------------------------------------------------------------------- 1 | 3.13 2 | -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/customer_support_agents/02_customer_support_flights/README.md -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/customer_support_agents/02_customer_support_flights/app.py -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/customer_support_agents/02_customer_support_flights/main.py -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/customer_support_agents/02_customer_support_flights/pyproject.toml -------------------------------------------------------------------------------- /04_use_cases/customer_support_agents/02_customer_support_flights/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/customer_support_agents/02_customer_support_flights/requirements.txt -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/main.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/requirements.txt: -------------------------------------------------------------------------------- 1 | openai>=1.3.0 2 | faiss-cpu 3 | langchain>=0.1.0 4 | python-dotenv 5 | -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/sample_docs/knowledge.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/sample_docs/knowledge.md -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/config/settings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/config/settings.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/data/loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/data/loader.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/interface/cli.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/interface/cli.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/interface/gateway.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/interface/gateway.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/rag/rag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/rag/rag.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/router/router.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/router/router.py -------------------------------------------------------------------------------- /04_use_cases/document_processor/genai_rag_platform/src/utils/guardrails.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/document_processor/genai_rag_platform/src/utils/guardrails.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/requirements.txt -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/src/api/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/src/api/main.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/src/config/settings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/src/config/settings.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/src/data/document_processor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/src/data/document_processor.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/src/data/vector_store.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/src/data/vector_store.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/src/models/rag_chain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/src/models/rag_chain.py -------------------------------------------------------------------------------- /04_use_cases/legal-doc-assistant/tests/test_document_processor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/legal-doc-assistant/tests/test_document_processor.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/README.md -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/financials_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/financials_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/planner_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/planner_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/risk_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/risk_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/search_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/search_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/verifier_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/verifier_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/agents/writer_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/agents/writer_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/main.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/manager.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/financial_research_multi_agent/printer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/financial_research_multi_agent/printer.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/.python-version: -------------------------------------------------------------------------------- 1 | 3.13 2 | -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/README.md -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/agents/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/agents/planner_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/agents/planner_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/agents/search_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/agents/search_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/agents/writer_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/agents/writer_agent.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/main.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/manager.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/printer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/printer.py -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/pyproject.toml -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/requirements.txt -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/sample_outputs/product_recs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/sample_outputs/product_recs.md -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/sample_outputs/product_recs.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/sample_outputs/product_recs.txt -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/sample_outputs/vacation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/sample_outputs/vacation.md -------------------------------------------------------------------------------- /04_use_cases/research_agents/multi_agent_researcher/sample_outputs/vacation.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/research_agents/multi_agent_researcher/sample_outputs/vacation.txt -------------------------------------------------------------------------------- /04_use_cases/tests/test_document_processor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/tests/test_document_processor.py -------------------------------------------------------------------------------- /04_use_cases/utils/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/utils/README.md -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/.gitignore -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/.python-version: -------------------------------------------------------------------------------- 1 | 3.13 2 | -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/README.md -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/app.py -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/chainlit.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/chainlit.md -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/main.py -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/pyproject.toml -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/requirements.txt -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/weather_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/weather_agent.py -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/weather_api/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/weather_api/__init__.py -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/weather_api/weather_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/weather_api/weather_service.py -------------------------------------------------------------------------------- /04_use_cases/weather_agent_app/weather_api/weather_service_ex2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/04_use_cases/weather_agent_app/weather_api/weather_service_ex2.py -------------------------------------------------------------------------------- /05_resources/AI-stack.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/AI-stack.md -------------------------------------------------------------------------------- /05_resources/SD_resources.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/SD_resources.md -------------------------------------------------------------------------------- /05_resources/cookbooks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/cookbooks.md -------------------------------------------------------------------------------- /05_resources/courses/agent_courses.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/agent_courses.md -------------------------------------------------------------------------------- /05_resources/courses/huggingface_agents_course/code/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/huggingface_agents_course/code/app.py -------------------------------------------------------------------------------- /05_resources/courses/huggingface_agents_course/code/hf_client_hello.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/huggingface_agents_course/code/hf_client_hello.py -------------------------------------------------------------------------------- /05_resources/courses/huggingface_agents_course/code/hf_dummy_agent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/huggingface_agents_course/code/hf_dummy_agent.py -------------------------------------------------------------------------------- /05_resources/courses/huggingface_agents_course/code/langgraph_hello.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/huggingface_agents_course/code/langgraph_hello.py -------------------------------------------------------------------------------- /05_resources/courses/huggingface_agents_course/huggingface_agents_01.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/courses/huggingface_agents_course/huggingface_agents_01.md -------------------------------------------------------------------------------- /05_resources/resources.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/resources.md -------------------------------------------------------------------------------- /05_resources/stack-tools.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/05_resources/stack-tools.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/README.md -------------------------------------------------------------------------------- /assets/agents/agent-anthropic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agent-anthropic.png -------------------------------------------------------------------------------- /assets/agents/agent-def.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agent-def.png -------------------------------------------------------------------------------- /assets/agents/agent-evolution.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agent-evolution.jpeg -------------------------------------------------------------------------------- /assets/agents/agent-not-agent.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agent-not-agent.jpeg -------------------------------------------------------------------------------- /assets/agents/agentic-ai-nvidia.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agentic-ai-nvidia.png -------------------------------------------------------------------------------- /assets/agents/agents-5-levels.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agents-5-levels.png -------------------------------------------------------------------------------- /assets/agents/agents-vs-agentic-ai.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/agents-vs-agentic-ai.png -------------------------------------------------------------------------------- /assets/agents/augmented_llm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/augmented_llm.png -------------------------------------------------------------------------------- /assets/agents/fcn_docs_to_schema.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/fcn_docs_to_schema.png -------------------------------------------------------------------------------- /assets/agents/llm-workflow-vs-agent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/agents/llm-workflow-vs-agent.png -------------------------------------------------------------------------------- /assets/architectures/CUA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/CUA.png -------------------------------------------------------------------------------- /assets/architectures/agentic-SDLC.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/agentic-SDLC.gif -------------------------------------------------------------------------------- /assets/architectures/agentic-ai-architecture-blueprint.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/agentic-ai-architecture-blueprint.png -------------------------------------------------------------------------------- /assets/architectures/agentic-ai-arsanjani.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/agentic-ai-arsanjani.png -------------------------------------------------------------------------------- /assets/architectures/agentic-arch-future.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/agentic-arch-future.jpeg -------------------------------------------------------------------------------- /assets/architectures/agentic_AI_SD.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/agentic_AI_SD.png -------------------------------------------------------------------------------- /assets/architectures/ai-agent-arc-vectorize.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/ai-agent-arc-vectorize.png -------------------------------------------------------------------------------- /assets/architectures/ai-native-e2e-p01.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/ai-native-e2e-p01.png -------------------------------------------------------------------------------- /assets/architectures/ai-native-e2e-p02.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/ai-native-e2e-p02.png -------------------------------------------------------------------------------- /assets/architectures/architecture-1-small.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/architecture-1-small.png -------------------------------------------------------------------------------- /assets/architectures/architecture-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/architecture-2.png -------------------------------------------------------------------------------- /assets/architectures/architecture-3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/architecture-3.png -------------------------------------------------------------------------------- /assets/architectures/aws-agentsquad.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/aws-agentsquad.png -------------------------------------------------------------------------------- /assets/architectures/ibm-agentic-architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/ibm-agentic-architecture.png -------------------------------------------------------------------------------- /assets/architectures/layers-ai-native-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/layers-ai-native-1.png -------------------------------------------------------------------------------- /assets/architectures/layers-ai-native-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/layers-ai-native-2.png -------------------------------------------------------------------------------- /assets/architectures/memory.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/memory.png -------------------------------------------------------------------------------- /assets/architectures/philoagent_system_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/philoagent_system_architecture.png -------------------------------------------------------------------------------- /assets/architectures/reasoning.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/reasoning.jpeg -------------------------------------------------------------------------------- /assets/architectures/whisper.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/architectures/whisper.png -------------------------------------------------------------------------------- /assets/code-gen/Code-gen.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/code-gen/Code-gen.png -------------------------------------------------------------------------------- /assets/code-gen/flow-engineering-karpathy.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/code-gen/flow-engineering-karpathy.jpeg -------------------------------------------------------------------------------- /assets/cover-01.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/cover-01.png -------------------------------------------------------------------------------- /assets/covers/cover-02.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/covers/cover-02.png -------------------------------------------------------------------------------- /assets/covers/cover-022.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/covers/cover-022.png -------------------------------------------------------------------------------- /assets/covers/cover-03.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/covers/cover-03.png -------------------------------------------------------------------------------- /assets/design-patterns/PaE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/PaE.png -------------------------------------------------------------------------------- /assets/design-patterns/Refelxion.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/Refelxion.png -------------------------------------------------------------------------------- /assets/design-patterns/Reflection-basic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/Reflection-basic.png -------------------------------------------------------------------------------- /assets/design-patterns/Reflexion.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/Reflexion.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/Rewoo-steps.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/Rewoo-steps.png -------------------------------------------------------------------------------- /assets/design-patterns/Rewoo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/Rewoo.png -------------------------------------------------------------------------------- /assets/design-patterns/agentic-patterns-2.1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/agentic-patterns-2.1.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/agentic-patterns-2.2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/agentic-patterns-2.2.png -------------------------------------------------------------------------------- /assets/design-patterns/agentic-patterns_w_code-1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/agentic-patterns_w_code-1.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/agentic_design_patterns.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/agentic_design_patterns.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/anthropthic-patterns.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/anthropthic-patterns.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/code-act.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/code-act.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MA-Hierarchical-teams.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MA-Hierarchical-teams.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MA-collab.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MA-collab.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MAS-Collab-autogen.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MAS-Collab-autogen.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MAS-Hierarchical.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MAS-Hierarchical.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MAS-Supervisor.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MAS-Supervisor.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MAS-architectures.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MAS-architectures.jpeg -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/MA_design-patterns.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/MA_design-patterns.png -------------------------------------------------------------------------------- /assets/design-patterns/multi-agent/Multi-agent-supervisor.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/multi-agent/Multi-agent-supervisor.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/CoT/CoT-airbnb-workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/CoT/CoT-airbnb-workflow.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/CoT/CoT-airbnb.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/CoT/CoT-airbnb.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/GoT-arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/GoT-arch.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/GoT.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/GoT.svg -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/ToT.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/ToT.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/ToT_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/ToT_graph.png -------------------------------------------------------------------------------- /assets/design-patterns/reasoning/lang-agent-tree-search.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/design-patterns/reasoning/lang-agent-tree-search.png -------------------------------------------------------------------------------- /assets/evals/agents-evals.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/evals/agents-evals.jpeg -------------------------------------------------------------------------------- /assets/evals/eval_chatbot_simulation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/evals/eval_chatbot_simulation.png -------------------------------------------------------------------------------- /assets/evals/hamels-eval.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/evals/hamels-eval.png -------------------------------------------------------------------------------- /assets/evals/langsmith.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/evals/langsmith.png -------------------------------------------------------------------------------- /assets/guardrails/guardrails.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/guardrails/guardrails.png -------------------------------------------------------------------------------- /assets/learn-roadmap.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/learn-roadmap.png -------------------------------------------------------------------------------- /assets/llms/MoE.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/llms/MoE.jpeg -------------------------------------------------------------------------------- /assets/llms/llm-glossary.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/llms/llm-glossary.jpeg -------------------------------------------------------------------------------- /assets/logos/Gemini.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/logos/Gemini.png -------------------------------------------------------------------------------- /assets/logos/autogen.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/logos/autogen.png -------------------------------------------------------------------------------- /assets/logos/crew_ai.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/logos/crew_ai.png -------------------------------------------------------------------------------- /assets/logos/langchain.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/logos/langchain.png -------------------------------------------------------------------------------- /assets/logos/langgraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/logos/langgraph.png -------------------------------------------------------------------------------- /assets/media/image_bison.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/media/image_bison.jpg -------------------------------------------------------------------------------- /assets/memory/context-mngmnt-airbnb.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/memory/context-mngmnt-airbnb.png -------------------------------------------------------------------------------- /assets/memory/memory+feedback-loop.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/memory/memory+feedback-loop.png -------------------------------------------------------------------------------- /assets/memory/memory-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/memory/memory-1.png -------------------------------------------------------------------------------- /assets/memory/memory-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/memory/memory-2.png -------------------------------------------------------------------------------- /assets/memory/memory.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/memory/memory.jpeg -------------------------------------------------------------------------------- /assets/orchestration/agent-orchestration-layer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/orchestration/agent-orchestration-layer.png -------------------------------------------------------------------------------- /assets/orchestration/handoffs.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/orchestration/handoffs.jpeg -------------------------------------------------------------------------------- /assets/protocols/a2a.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/protocols/a2a.png -------------------------------------------------------------------------------- /assets/protocols/agent-protocols-workflows.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/protocols/agent-protocols-workflows.png -------------------------------------------------------------------------------- /assets/protocols/agent-protocols.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/protocols/agent-protocols.gif -------------------------------------------------------------------------------- /assets/protocols/mcp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/protocols/mcp.png -------------------------------------------------------------------------------- /assets/rags/Agentic-rag-langraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/Agentic-rag-langraph.png -------------------------------------------------------------------------------- /assets/rags/KG-RAG.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/KG-RAG.png -------------------------------------------------------------------------------- /assets/rags/Self-rag-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/Self-rag-1.png -------------------------------------------------------------------------------- /assets/rags/adaptive-RAG.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/adaptive-RAG.png -------------------------------------------------------------------------------- /assets/rags/agentic-rag-def.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-rag-def.png -------------------------------------------------------------------------------- /assets/rags/agentic-rag-graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-rag-graph.png -------------------------------------------------------------------------------- /assets/rags/agentic-rag-vec.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-rag-vec.png -------------------------------------------------------------------------------- /assets/rags/agentic-rags-1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-rags-1.jpeg -------------------------------------------------------------------------------- /assets/rags/agentic-search-wrokflow-perp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-search-wrokflow-perp.png -------------------------------------------------------------------------------- /assets/rags/agentic-search.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/agentic-search.gif -------------------------------------------------------------------------------- /assets/rags/basic-rag-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/basic-rag-1.png -------------------------------------------------------------------------------- /assets/rags/c-rag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/c-rag.png -------------------------------------------------------------------------------- /assets/rags/databases.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/databases.png -------------------------------------------------------------------------------- /assets/rags/meta-prompt-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/meta-prompt-2.png -------------------------------------------------------------------------------- /assets/rags/meta-prompt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/meta-prompt.png -------------------------------------------------------------------------------- /assets/rags/multimodal-QA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-QA.png -------------------------------------------------------------------------------- /assets/rags/multimodal-RAG-o1-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-RAG-o1-1.png -------------------------------------------------------------------------------- /assets/rags/multimodal-RAG-o3-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-RAG-o3-1.png -------------------------------------------------------------------------------- /assets/rags/multimodal-RAG-o3-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-RAG-o3-2.png -------------------------------------------------------------------------------- /assets/rags/multimodal-RAG-o3-3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-RAG-o3-3.png -------------------------------------------------------------------------------- /assets/rags/multimodal-RAG-vdms.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/multimodal-RAG-vdms.png -------------------------------------------------------------------------------- /assets/rags/nvidia-llamaindex.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/nvidia-llamaindex.png -------------------------------------------------------------------------------- /assets/rags/qdrant_archpng.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/qdrant_archpng.png -------------------------------------------------------------------------------- /assets/rags/self-RAG-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/self-RAG-2.png -------------------------------------------------------------------------------- /assets/rags/uber-agentic-rag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/rags/uber-agentic-rag.png -------------------------------------------------------------------------------- /assets/stacks/AI-stack.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/AI-stack.jpeg -------------------------------------------------------------------------------- /assets/stacks/agentic-frameworks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/agentic-frameworks.png -------------------------------------------------------------------------------- /assets/stacks/agentic_ides.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/agentic_ides.png -------------------------------------------------------------------------------- /assets/stacks/airbnb-conv-ai-llm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/airbnb-conv-ai-llm.png -------------------------------------------------------------------------------- /assets/stacks/completions_responses.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/completions_responses.png -------------------------------------------------------------------------------- /assets/stacks/n8n-cheat.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/stacks/n8n-cheat.jpeg -------------------------------------------------------------------------------- /assets/text-to-sql-pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/assets/text-to-sql-pipeline.png -------------------------------------------------------------------------------- /steps/RL-agents-0.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/steps/RL-agents-0.jpeg -------------------------------------------------------------------------------- /steps/agent-SD-checklist.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/steps/agent-SD-checklist.jpeg -------------------------------------------------------------------------------- /steps/agents-7-steps.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/steps/agents-7-steps.gif -------------------------------------------------------------------------------- /steps/agents-SD-1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/steps/agents-SD-1.jpeg -------------------------------------------------------------------------------- /steps/scale-agents.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nanashi1526/Agentic-AI-Systems/HEAD/steps/scale-agents.jpeg --------------------------------------------------------------------------------