- Load the "State of the Union" file locally (or remotely) and store them into a vector db (Chroma)
- Ask questions for the document
Pros:
- Most powerful option among the three options
- You can create your own tool.
- Supports many third-party library integrations, different language models, tracing, and much more.
Cons:
- Not much complains, but their example notebooks are sometimes broken.
Pros:
- You can quickly generate and deploy your custom agent
- You can add your own tool (e.g.,
@agent.register_func)
Cons:
- It seems like you cannot choose how the text should be splitted (e.g., text-splitter in LangChain)
- More examples will be great (i.e., Chat with PDF)
- Ability to easily add third-party libraries is missing
Misc:
- Here is a link to my agent.
- There are no tools for LLM output evaluation at the time of writing this (Apr 23, 2023). However you could add your own validation/evaluation function by integrating a third-party library like Guardrails or Evals.
Pros:
- AI functions are super cool. (I didn't touch on it in this repo)
- You can use the LangChain document loader.
- Interactive option that runs on a terminal is useful.
- You can add your custom "plugin"s.
Cons:
- More examples will be great (e.g., Chat with PDF)
- Ability to easily add third-party libraries is missing