Agents

To start a embedding process on a new document after the link or reader has been changed run

mix reset_and_start

To prompt on the same document & embedding, just run

iex -S mix

# To start the embedding process (this is syncronous)
Agents.Hello.chunk_document()

# After the above is done prompting can be done
Agents.Hello.prompt("what are the risks of reddit?")

# Make sure to run the chuck document step otherwise you'll get an error

# Everything useful related to this project is located at
# - [lib/agents/hello.ex](https://github.com/theshapguy/rag-elixir/blob/main/lib/agents/hello.ex)
# - application.ex
# chunking, embedding, querying, prompting

# You will require Ollama to prompt using this code, however if you are familer with the OpenAI API, changing to it is just changing a few lines of code.

# Using this phoenix project so that I can expand on this later

To start your Phoenix server:

• Run mix setup to install and setup dependencies
• Start Phoenix endpoint with mix phx.server or inside IEx with iex -S mix phx.server

Now you can visit localhost:4000 from your browser.

Ready to run in production? Please check our deployment guides.

Learn more

• Official website: https://www.phoenixframework.org/
• Guides: https://hexdocs.pm/phoenix/overview.html
• Docs: https://hexdocs.pm/phoenix
• Forum: https://elixirforum.com/c/phoenix-forum
• Source: https://github.com/phoenixframework/phoenix