Research Agent

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Build a simple Research Agent ..

You will need a Brave Search account for the API key.

Even though this is an Agent its created using Chatflows.

1. Let's create a new Agent. Click on: '+ Add New' blue button in top right.

2. Save as: 'Research Agent'.

Research Agent

1. Add a Tool Agent. Click on the blue + sign and select Agents > Tool Agent.

2. Drag & drop onto the canvas.

Add Agents > Tool Agent

1. Next add a Chat Model. Again, Click on the blue + sign and select Chat Models > ChatOllama.

Add Ollama Model

Use the options at the bottom to resize canvas.

1. Connect the ChatOllama to the Tool Agent, by dragging a connector from ChatOllama to Tool Calling Chat Model.

2. Configure the model as illustrated.

Add ChatOllama

1. Add a buffer - memory to hold the chat context. Increase the size to 20 - so it holds the last 20 messages.

2. Before we progress any further, lets Save.

Save ..

1. Bring up the Chat & say 'hello' .. however our Agent can't respond with up-to-date information, as the knowledge is based on when the model was trained.

Limited by the model training date.

1. Lets add some Tools - Calculator and BraveSearch API .

2. Select Tools > Calculator and then BraveSearch API

3. Enter the credentials for BraveSearch API.

Enter your BraveSearch API key

1. Test with a few questions.

Test Agent

The icons displayed in the response indicates that for the maths question the calculator tool was used and brave-search for my goats cheese and onion recipe ..

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Embed or API

1. Click on the </> menu option in the top right.

Embed or API

1. Give it a go ..!

API call