Qwen3-4B-toolcalling-gguf-codex

Name: Qwen3-4B-toolcalling-gguf-codex
Author: Manojb

3.0K

4.0B

1 language

ollama

Manojb

Language Model

OTHER

4B params

New

3K downloads

Early-stage

Try on Hugging Face Add to Compare

Edge AI:

Mobile

Laptop

Server

9GB+ RAM

Mobile

Laptop

Server

Quick Summary

- ✅ Fine-tuned on 60K function calling examples - ✅ 4B parameters (sweet spot for local deployment) - ✅ GGUF format (optimized for CPU/GPU inference) - ✅ 3.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

4GB+ RAM

Code Examples

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

Advanced Tool Usagepython

# The model understands complex tool orchestration
prompt = """
I need to:
1. Fetch data from the GitHub API
2. Process the JSON response
3. Create a visualization
4. Save it as a PNG file

What tools should I use and how?
"""

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