Create tool-call.md

[alabulei1]

No description provided.

[juntao]

Hello, I am a PR summary agent on flows.network. Here are my reviews of code commits in this PR.

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The patch introduces a new feature for calling external tools in the application, enabling it to interact more effectively with external tools and perform real-world tasks. This is a significant addition that enhances the application's functionality and makes it more agentic.

However, there are some potential issues and errors worth noting:

1. The removal of the "Prerequisites" section from the tutorial document may lead to confusion for users who expect this section to provide necessary setup instructions. Although the section was previously empty, its absence could cause misunderstandings about what is required to use the tool-calling feature.

2. The update in the links used in the tutorial (../../node-guide/quick-start.md to ../node-guide/quick-start.md and ../nodes.md to ../user-guide/nodes.md) may cause broken links if the file structure changes or if the files are moved.

The most important findings from this patch include:

1. The addition of a new feature that allows the application to call external tools, enabling it to acquire new knowledge and perform real-world actions.

2. The creation of a tutorial document (tool-call.md) that explains how to use this tool-calling feature and addresses common challenges with it.

3. The update in the tutorial to clarify the requirement for a Gaia node, specifying that users can either run their own node or use a public Llama3 node with function call support.

4. The modification of links in the tutorial to ensure they are accurate and up-to-date.

Overall, this patch adds a valuable new feature to the application while also improving its documentation. However, it's important to address the potential issues with missing setup instructions and broken links to maintain clear and functional documentation.

Details

Commit 68d70b0985dacf1044066c846575a8c77fcbf300

• The patch introduces a new feature for calling external tools in the application. This allows the LLM to "act" by acquiring new knowledge and performing real-world actions, which is crucial for any agentic application.
• A new tutorial document (tool-call.md) has been created that explains how to use this tool-calling feature.
• The tutorial demonstrates a simple Python program that allows a local LLM to run code and manipulate data on the local computer, using an in-memory SQLite database as an example.
• Prerequisites include having a Gaia node ready to provide LLM services through a public URL. This can be done by running your own node or using a public node.
• The tutorial provides instructions for setting up and running the demo agent, which is a Python application that uses tool calling to operate an SQL database.
• The tutorial also discusses common challenges with tool calling, such as incorrect function names or parameters, and suggests ways to address these issues.
• Overall, this patch adds a significant new feature to the application that enables it to interact more effectively with external tools and perform real-world tasks.

Commit 3ffe8b311893e00fcc47fb53ddf24f15c587d205

• The key changes in this GitHub patch are:
• 1. Removal of the "Prerequisites" section from the "tool-call.md" file. This section was previously empty and has been removed to streamline the document.
• 2. Updating the subject line of the commit to "[PATCH 2/3] Update tool-call.md", indicating that this is the second patch in a series of three related updates.
• 3. The removal of the "Prerequisites" section does not seem to have any functional impact on the code or its functionality, as it was already empty. However, it simplifies and cleans up the documentation.

Commit 4a2aacbb6ef7e675634a7b55b6887c933ea4db7b

1. The patch updates the documentation for tool calls in a tutorial.
2. It modifies the links to guide users on how to set up their own Gaia node or use a public node.
3. Specifically, it changes the link from ../../node-guide/quick-start.md to ../node-guide/quick-start.md and from ../nodes.md to ../user-guide/nodes.md.
4. The tutorial now uses a public Llama3 node with function call support, which was not explicitly mentioned before.

[juntao]

Great