agent-from-scratch

How to start

Google Colaboratory

Order	Name	URL
1	Stop
2	StructuredOutput
3	BindTools
4	Agents

Local Setup

1. Copy the environment template file to your own.

   cp env.template notebooks/.env

2. Give your api key to the env file

   OPENAI_API_KEY=<YOUR-OPENAI-API-KEY>
   HF_TOKEN=<YOUR-HUGGINGFACE-API-KEY>

3. Install packages

   pip install -r requirements.txt

Customization

For the huggingface model, I have test with huggingface/meta-llama/Llama-3.3-70B-Instruct, but this model require to pay.
So i have changed it to smaller model huggingface/microsoft/Phi-3.5-mini-instruct which is free to use.

If you want to test other models you can easily use like this:

hug_llm = ChatLiteLLM(
    model="huggingface/<REPO-NAME>/<MODEL-NAME>",
    temperature=0.2,
)
messages = [HumanMessage(content="what model are you")]
hug_llm.invoke(messages).pretty_print()