OpenAI、GPT-5 系列

Knowledge Sources 1. Search Engines Google Search Large public data Bing Search Used with Copilot Ecosystem Brave Search Focuses on privacy Perplexity AI Search with citations You.com Search + Agent 2. Academic databases Google Scholar Semantic Scholar arXiv SSRN PubMed IEEE Xplore ACM Digital Library Used as deep reference sources 3. Financial databases Yahoo Finance Data: Stocks, ETFs, financial statements Alpha Vantage Free API Polygon.io Real-time market data Finnhub Financial APIs FRED Federal Reserve Data Data: CPI, GDP, interest rates SEC EDGAR Real-time company financials Trading Economics Global economic data 4. Crypto sources CoinGecko CoinMarketCap DefiLlama Glassnode Dune Analytics 5. Calculation and analysis systems Python Important libraries NumPy, Pandas, SciPy, Statsmodels, Scikit-Learn QuantLib For calculations Bond, Option, Derivatives PyPortfolioOpt Portfolio management 6. Vector database (RAG) Pinecone Weaviate Qdrant Milvus Chroma Used to store knowledge for AI to retrieve data accurately 7. Document knowledge base Notion Confluence SharePoint Google Drive OneDrive Dropbox 8. Database PostgreSQL MySQL MongoDB BigQuery Snowflake 9. Agent framework LangGraph LangChain CrewAI AutoGen Semantic Kernel OpenAI Agents SDK 10. Workflow automation n8n Make Zapier Pipedream 11. Real-time news and data Reuters Bloomberg Financial Times WSJ CNBC 12. Economic data IMF World Bank OECD BIS ECB BOE BOT (Bank of Thailand) 13. Fact checking Wikidata DBpedia Crossref OpenAlex 14. Accurate financial calculation systems LLM ↓ Financial Engine ↓ Python ↓ QuantLib ↓ Market data ↓ SEC + FRED + Yahoo Finance The key principles are: Let AI use Reasoning Let Python calculate real numbers Get market data from real APIs…