├── Agents ├── Anthropic │ ├── Anthropic_Agent_With_LlamaIndex_Financial_data.ipynb │ ├── Parallelization_with_Anthropic_Market_Vol_Impact_4_Finance_Actors.ipynb │ ├── README.md │ └── images │ │ └── Parallelization_workflow_Anthropic.png ├── AutoGen │ ├── AutoGen_Financial_AI_Agents.ipynb │ ├── AutoGen_Financial_AI_Agents.md │ ├── Multi_agents_framework_AutoGen_Financial_AI_Agent.ipynb │ ├── Multi_agents_framework_AutoGen_Financial_AI_Agent.md │ └── data │ │ ├── AutoGen_Conversable_agent.png │ │ ├── AutoGen_GroupChatManager.png │ │ ├── apply_momentum_trading.py │ │ ├── autogen_dynamic_group_chat.png │ │ ├── buy_sell_signals_10_50.png │ │ ├── buy_sell_signals_20_100.png │ │ ├── buy_sell_signals_50_200.png │ │ ├── buy_sell_signals_5_20.png │ │ ├── momentum_trading_strategy.py │ │ ├── nvidia_trading_strategy_10_50.csv │ │ ├── nvidia_trading_strategy_10_50.png │ │ ├── nvidia_trading_strategy_20_100.csv │ │ ├── nvidia_trading_strategy_20_100.png │ │ ├── nvidia_trading_strategy_50_200.csv │ │ ├── nvidia_trading_strategy_50_200.png │ │ ├── nvidia_trading_strategy_5_20.csv │ │ └── nvidia_trading_strategy_5_20.png ├── CRAG-Corrective-RAG │ ├── Corrective_RAG_CRAG_For_Financial_Analysis.ipynb │ ├── README.md │ └── corrective_rag_pack │ │ ├── README.md │ │ ├── llama_index │ │ └── packs │ │ │ └── corrective_rag │ │ │ ├── BUILD │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ │ └── base.py │ │ └── pyproject.toml ├── CrewAI │ ├── CrewAI_Financial_Analysis.ipynb │ └── README.md ├── LangChain │ └── Agent_Trading_Strategy_Implementation_with_Mistral_and_LangGraph.ipynb ├── MCP │ └── mcp_github_openai_agents_sdk.py ├── OpenAI │ ├── Agents_SDK_OpenAI_Financial_Analysis.ipynb │ ├── LLM_as_a_judge_with_AI_agents_trading_strategy_refinement.ipynb │ ├── OpenAI_AI_Assistant_Agentic_System.ipynb │ ├── OpenAI_Agents_SDK_Financial_News_Bot.ipynb │ ├── OpenAI_Call_functions_Financial_Data.ipynb │ ├── Swarm_MultiAgents_Financial_analyst_framework.ipynb │ ├── desktop.ini │ └── images │ │ └── Swarm_multiagent_framework.png ├── SmolAgents │ └── Smolagents_Financial_Analyst.ipynb └── llamaIndex │ ├── Financial_AI_Agent_package_from_LlamaIndex.ipynb │ ├── Financial_AI_Agent_package_from_LlamaIndex.md │ ├── Fundamental_multi_agent_llamaIndex_framework.ipynb │ ├── Introspective_Agent_Worker_LLamaIndex_Financial_Tasks.ipynb │ └── LlamaIndex_code_interpreter_Agent_Anthropic.ipynb ├── Datasets ├── Synthetic_data │ ├── images │ │ └── synthetic_data_llamaindex_financial_report.png │ └── llamaIndex │ │ ├── README.md │ │ └── Synthetic_data_generation_LLamaIndex.ipynb └── datasets_finance │ └── apple_earnings_q3_2025.txt ├── IMA_livre_blanc ├── Agentic_RAG_System_ReAct.ipynb ├── OpenAI_Agents_SDK_Financial_News_Bot_LLMs_as_a_judge.ipynb ├── Prompt_Chaining_Agentic_Workflow_Earnings_Call_Insights.ipynb └── images │ ├── agentic_workflow_prompt_chaining.png │ ├── reasoning_pattern_ReAct.png │ └── web_news_searcher_BOT.png ├── LICENSE ├── Multimodal_llms └── financial_analysis │ ├── Anthropic_PDF_loader_claude_3-5_sonnet_api.ipynb │ ├── LlamaParse_Premium_Financial_Analysis.ipynb │ ├── comparing_multimodal_llms_open_Llama3_2Quantiz_Qwen2VL_Pixtral_and_closed_source.ipynb │ ├── images │ ├── page_1.png │ └── page_1_table_chart.png │ ├── multimodal_claude3_5_sonnet_gpt4o_claude3_opus_charts_analysis.ipynb │ ├── multimodal_claude3_5_sonnet_gpt4o_claude3_opus_charts_analysis.md │ └── o1_Reasoning_Over_Complex_Financial_Charts.ipynb ├── Papers ├── CRAG_Corrective_RAG.md ├── Chain_of_Verifications_CoVe.md ├── Evaluation-Driven Development of LLM Agents.md ├── FinSphere_Conversational_Stock_Analysis_Agent.md ├── Financial_Statement_Analysis_with_Large_Language_Models.md ├── LLMs_for_Time_Series_A_survey.md ├── Self-Refine.md ├── ToolLLM.md └── images │ ├── CRAG.png │ ├── CoVe_Chain_of_Verification.png │ ├── Evaluation-driven_development_of_LLM_Agents.png │ ├── FinSphere.png │ ├── Financial_Statement_Analysis_with_LLMs.png │ ├── 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