LlamaIndex 🦙 (@llama_index)
2024-07-06 | ❤️ 245 | 🔁 55
Agentic RAG for Stock Trading 📈🤖
If you want a fun weekend project around agentic RAG, check out this tutorial video by @AdiDror6 showing you how to build an AI-enabled trading assistant.
Powered by @llama_index agent/tool/RAG abstractions, the assistant can do the following:
- Get portfolio value, current price of a stock, stock charts, number of open-orders
- Placing buy/sell limit, cancelling open-orders
- Vector search order prior news in order to look up semantic information
All this is as easy as writing Python functions with docstrings and argument signatures, which are autoconverted into prompts for an LLM agent to understand.
Video: https://www.youtube.com/watch?v=uOLhleiOM84
Notebook: https://t.co/2VvH5enMso
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