openai/gsm8k
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Augustus Maximus
gladiatorsociety
AI & ML interests
Simplification of the complex, from a multi-disciplinary approach !
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Agents vs. Workflows
Agents are systems where LLMs dynamically direct their processes and tool usage, maintaining control over how they accomplish tasks.
Workflows are through predefined code paths, ensuring that each step is executed in a deterministic manner.
Agents are like smart assistants that can think on their own. They understand situations, make decisions, and act, whatever the task is new or unpredictable. Think of the Agent as a chef who can make a meal based on what they have.
Workflows are like a recipe with fixed steps. They’re a series of tasks done in order, like following a checklist for approving a loan. They’re great for tasks that don’t change much.
Agents are systems where LLMs dynamically direct their processes and tool usage, maintaining control over how they accomplish tasks.
Workflows are through predefined code paths, ensuring that each step is executed in a deterministic manner.
Agents are like smart assistants that can think on their own. They understand situations, make decisions, and act, whatever the task is new or unpredictable. Think of the Agent as a chef who can make a meal based on what they have.
Workflows are like a recipe with fixed steps. They’re a series of tasks done in order, like following a checklist for approving a loan. They’re great for tasks that don’t change much.
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HOW TO ADD MCP SUPPORT TO ANY 🤗 SPACE
Gradio now supports MCP! If you want to convert an existing Space, like this one hexgrad/Kokoro-TTS, so that you can use it with Claude Desktop / Cursor / Cline / TinyAgents / or any LLM that supports MCP, here's all you need to do:
1. Duplicate the Space (in the Settings Tab)
2. Upgrade the Gradio
3. Set
4. (Optionally) add docstrings to the function so that the LLM knows how to use it, like this:
That's it! Now your LLM will be able to talk to you 🤯
Gradio now supports MCP! If you want to convert an existing Space, like this one hexgrad/Kokoro-TTS, so that you can use it with Claude Desktop / Cursor / Cline / TinyAgents / or any LLM that supports MCP, here's all you need to do:
1. Duplicate the Space (in the Settings Tab)
2. Upgrade the Gradio
sdk_version to 5.28 (in the README.md)3. Set
mcp_server=True in launch()4. (Optionally) add docstrings to the function so that the LLM knows how to use it, like this:
def generate(text, speed=1):
"""
Convert text to speech audio.
Parameters:
text (str): The input text to be converted to speech.
speed (float, optional): Playback speed of the generated speech.That's it! Now your LLM will be able to talk to you 🤯