3 ms·

Can you share the code for llm.py?

• jcims 4y ago
  #!/home/ubuntu/venv/bin/python3.10 from langchain.agents import load_tools from langchain.agents import initialize_agent from langchain.chat_models import ChatOpenAI llm = ChatOpenAI(model='gpt-3.5-turbo',temperature=0) tools = load_tools(['python_repl', 'requests', 'terminal', 'wolfram-alpha', 'serpapi', 'wikipedia', 'human', 'pal-math', 'pal-colored-objects'], llm=llm) agent = initialize_agent(tools, llm, agent="chat-zero-shot-react-description", verbose=True) agent.run("Ask the human what they want to do") Note that you'll need to get api keys for openai and serpapi and a app id from wolfram-alpha.
  • SCUSKU 4y ago
    People are joking that they can't wait for the next big thing in AI to come out in a few weeks, but this seems pretty big. After fiddling with it for a while, its not perfect, but this isn't that far from being able to replace (or at least dramatically change) my job as a software engineer. For example, I asked it to write conway's game of life, and it took about 4-5 attempts but it wrote fully functional code that popped up a matplotlib window with a fully functional simulation. This would've taken me a day at least. I asked it to write a FastAPI backend that uses SQLite for storing blog Posts, and it struggled with that one a lot and couldn't quite get it right, although I think that's largely a limitation of the python REPL from langchain as opposed to GPT. On the one hand I'm excited to build all sorts of new things and projects with this, but on the other hand I'm worried my standard of living will decline because my skills will become super commodified :/