Integrate Ollama's Tool Support with LlamaIndex : How to call External API ?

In this video, we will cover how to integrate LlamaIndex with Ollama's Tool Support / Function calling and use it to call External API ? We will also explore how to make parallel Function calls and utilize GroqCloud to run the open source models (Llama3.1) run faster on our local machine.

Agents in LlamaIndex : Part 01 :
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How to setup and use Ollama and Groq ?:
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Please check below link to go through the LlamaIndex course from scratch:
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Chapters :
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0:00 Overview of Ollama's Tool Support
0:26 What are we going to build ?
4:04 How to connect to external API using Ollama's Llama3.1 model ?
8:34 How to connect and access Llama3.1 models using GroqCloud ?
10:51 How to pass multiple Functions and make parallel function calls ?

Please refer the code here [ReActAgent + FunctionCallingAgentWorker ]
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Please do check other GEN AI videos in our LlamaIndex series:
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[TechyTacos]

I have used ReAct agent here but if you are specifically want to test the Function calling/Tool support capabilities, please use FunctionCallingAgentWorker instead of ReAct agent. FunctionCallingAgentWorker is designed to work with models that support function calling/tool support whereas ReActAgent, on the other hand, is designed to work with any model that supports the ReAct protocol and not just those that support function calling/tool support.

[ok-wkgx]

ReActAgent mode no use the API for tools of llama 3.1