https://github.com/parth-shastri/local-agent

Local Agent with tool use
https://github.com/parth-shastri/local-agent

Last synced: 15 days ago
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Local Agent with tool use

• Host: GitHub
• URL: https://github.com/parth-shastri/local-agent
• Owner: parth-shastri
• Created: 2024-09-05T12:28:40.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-11-30T14:13:50.000Z (about 2 months ago)
• Last Synced: 2024-11-30T15:26:25.027Z (about 2 months ago)
• Language: Jupyter Notebook
• Size: 131 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

 **Local Agent Project**

=======================

A fun learning project to run agents locally by building them from scratch.

This repo currently supports a simple `FunctionCallingAgent` class, but it can be extended to more complex & different agents. The main goal is to learn how agents & tool calling in LLMs works.

**What is this project about?**

-----------------------------

This project allows me to run agents locally on my machine, using language models like LLaMA, Groq, and Ollama. I've created a simple framework to get started, and I'm experimenting with different models and tools to see what works best.

**Key Features:**

* Run agents locally on my machine

* Support for multiple language models (LLaMA, Groq, Ollama)

* Simple framework to get started

* Experiment with different tools and models

**Why am I using this project?**

---------------------------------

* I wanted to learn how agents & tool calling in LLMs works.

* I'm experimenting with different models and tools

* I wanted build & run agents using just the different model services, locally.

**Getting Started:**

-------------------

1. Clone the repository

2. Install the required dependencies

3. Run one of the `.sh` files to get started

**Contributing:**

----------------

I welcome contributions and feedback! If you have any ideas or suggestions, feel free to open an issue or pull request.