00:00 Intro
01:10 OpenBB overview
02:15 OpenBB demo
06:40 Agents, what they are, prompt and tools
12:15 Demo the Streamlit app
18:00 Advanced agent workflows
23:37 Limitation of LLMs and Agents
30:05 Wrap-up
My online journal post https://druce.ai/2024/05/OpenBB-LangChain-agent
Two excellent online journal posts about LLM agents
– https://interconnected.org/home/2023/03/16/singularity
– https://til.simonwillison.net/llms/python-react-pattern
Centaurs and Cyborgs paper / BCG study
– https://www.oneusefulthing.org/p/centaurs-and-cyborgs-on-the-jagged
– https://d3.harvard.edu/navigating-the-jagged-technological-frontier/
Code –
– top level Streamlit app – https://github.com/druce/openbb_agent/blob/main/streamlit_bbagent.py
– system prompt – https://github.com/druce/openbb_agent/blob/main/ainb_const.py
– tool definitions – https://github.com/druce/openbb_agent/blob/main/obbtools.yaml
– tools – https://github.com/druce/openbb_agent/blob/main/bb_tools.py
OpenAI and LangChain agent APIs
– https://platform.openai.com/docs/guides/function-calling
– https://python.langchain.com/v0.1/docs/modules/tools/
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