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🤖 5 parts

AI Agents for Trading

The agentic-AI stack for markets — multi-agent frameworks, open-source hedge funds, and LLMs that mine alpha from earnings calls.

  1. 01
    Agentic AI yordamida investitsiya portfelini boshqarishdagi inqilob
    May 15, 2025 #AI

    Agentic AI yordamida investitsiya portfelini boshqarishdagi inqilob

    Agentik sun'iy intellekt investitsiyalarni boshqarishni qanday o'zgartirayotgani, avtonom agentlarni yaratayotgani va moliya sohasini butunlay o'zgartirayotgani haqida.
  2. 02
    TradingAgents: Multi-Agent AI Framework That Models a Hedge Fund
    May 12, 2026 #AI

    TradingAgents: Multi-Agent AI Framework That Models a Hedge Fund

    Architecture deep dive into TradingAgents — an open-source LangGraph framework where LLM agents (analysts, researchers, trader, risk management, portfolio manager) engage in structured debates to make trading decisions.
  3. 03
    AI4Finance Foundation: Algo-treyding uchun FinGPT, FinRL va FinRobot ekotizimi
    Apr 13, 2026 #AI4Finance

    AI4Finance Foundation: Algo-treyding uchun FinGPT, FinRL va FinRobot ekotizimi

    AI4Finance Foundation ekotizimi bo'yicha to'liq qo'llanma: FinGPT (moliya uchun LLM + LoRA), FinRL (treyding uchun kuchaytirilgan o'qitish), FinRobot (ko'p agentli orkestrlash). Sun'iy yo'ldoshlar, quvurlar va amaliy foydalanish.
  4. 04
    AI Hedge Fund: sun'iy intellekt tahlilchilari savdolar bo'yicha ovoz beradigan ko'p agentli fond
    Apr 19, 2026 #LLM

    AI Hedge Fund: sun'iy intellekt tahlilchilari savdolar bo'yicha ovoz beradigan ko'p agentli fond

    virattt tomonidan yaratilgan AI Hedge Fund-ga chuqur nazar — bu ochiq kodli tizim bo'lib, unda turli tahlil uslublariga ega bir nechta LLM agenti xavf filtri orqali portfel quradi. Arxitekturasi, agentlari, cheklovlari va haqiqiy tizimlar uchun saboqlar.
  5. 05
    LLM Alpha Mining: daromad bo'yicha qo'ng'iroqlar va moliyaviy hujjatlardan treyding signallarini qanday olish mumkin
    Mar 20, 2026 #llm

    LLM Alpha Mining: daromad bo'yicha qo'ng'iroqlar va moliyaviy hujjatlardan treyding signallarini qanday olish mumkin

    Investorlar bilan suhbatlar, hisobotlar va yangiliklardan treyding signallarini olish uchun katta til modellaridan qanday foydalanish mumkin. Chain-of-thought promptlash, tuzilgan ekstraksiya, signallarni bektestlash.