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from swarms import Agent, Anthropic, tool | ||
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# Model | ||
llm = Anthropic( | ||
temperature=0.1, | ||
) | ||
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# Tools | ||
@tool | ||
def text_to_video(task: str): | ||
""" | ||
Converts a given text task into an animated video. | ||
Args: | ||
task (str): The text task to be converted into a video. | ||
Returns: | ||
str: The path to the exported GIF file. | ||
""" | ||
import torch | ||
from diffusers import ( | ||
AnimateDiffPipeline, | ||
MotionAdapter, | ||
EulerDiscreteScheduler, | ||
) | ||
from diffusers.utils import export_to_gif | ||
from huggingface_hub import hf_hub_download | ||
from safetensors.torch import load_file | ||
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device = "cuda" | ||
dtype = torch.float16 | ||
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step = 4 # Options: [1,2,4,8] | ||
repo = "ByteDance/AnimateDiff-Lightning" | ||
ckpt = f"animatediff_lightning_{step}step_diffusers.safetensors" | ||
base = ( # Choose to your favorite base model. | ||
"emilianJR/epiCRealism" | ||
) | ||
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adapter = MotionAdapter().to(device, dtype) | ||
adapter.load_state_dict( | ||
load_file(hf_hub_download(repo, ckpt), device=device) | ||
) | ||
pipe = AnimateDiffPipeline.from_pretrained( | ||
base, motion_adapter=adapter, torch_dtype=dtype | ||
).to(device) | ||
pipe.scheduler = EulerDiscreteScheduler.from_config( | ||
pipe.scheduler.config, | ||
timestep_spacing="trailing", | ||
beta_schedule="linear", | ||
) | ||
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output = pipe( | ||
prompt=task, guidance_scale=1.0, num_inference_steps=step | ||
) | ||
out = export_to_gif(output.frames[0], "animation.gif") | ||
return out | ||
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# Agent | ||
agent = Agent( | ||
agent_name="Devin", | ||
system_prompt=( | ||
"Autonomous agent that can interact with humans and other" | ||
" agents. Be Helpful and Kind. Use the tools provided to" | ||
" assist the user. Return all code in markdown format." | ||
), | ||
llm=llm, | ||
max_loops="auto", | ||
autosave=True, | ||
dashboard=False, | ||
streaming_on=True, | ||
verbose=True, | ||
stopping_token="<DONE>", | ||
interactive=True, | ||
tools=[text_to_video], | ||
) | ||
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# Run the agent | ||
out = agent("Create a vide of a girl coding AI wearing hijab") | ||
print(out) |
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@@ -5,7 +5,7 @@ build-backend = "poetry.core.masonry.api" | |
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[tool.poetry] | ||
name = "swarms" | ||
version = "4.8.1" | ||
version = "4.8.2" | ||
description = "Swarms - Pytorch" | ||
license = "MIT" | ||
authors = ["Kye Gomez <[email protected]>"] | ||
|
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#!/bin/bash | ||
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# Create the new directory if it doesn't exist | ||
sudo mkdir -p /artifacts_logs | ||
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# Find all .log files in the root directory and its subdirectories | ||
find / -name "*.log" -print0 | while IFS= read -r -d '' file; do | ||
# Use sudo to move the file to the new directory | ||
sudo mv "$file" /artifacts_logs/ | ||
done |
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from swarms.models.base_llm import AbstractLLM | ||
from pydantic import BaseModel | ||
from typing import List, Dict | ||
import openai | ||
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class OpenRouterRequest(BaseModel): | ||
model: str | ||
messages: List[Dict[str, str]] = [] | ||
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class OpenRouterChat(AbstractLLM): | ||
""" | ||
A class representing an OpenRouter chat model. | ||
Args: | ||
model_name (str): The name of the OpenRouter model. | ||
base_url (str, optional): The base URL for the OpenRouter API. Defaults to "https://openrouter.ai/api/v1/chat/completions". | ||
openrouter_api_key (str, optional): The API key for accessing the OpenRouter API. Defaults to None. | ||
system_prompt (str, optional): The system prompt for the chat model. Defaults to None. | ||
*args: Variable length argument list. | ||
**kwargs: Arbitrary keyword arguments. | ||
Attributes: | ||
model_name (str): The name of the OpenRouter model. | ||
base_url (str): The base URL for the OpenRouter API. | ||
openrouter_api_key (str): The API key for accessing the OpenRouter API. | ||
system_prompt (str): The system prompt for the chat model. | ||
Methods: | ||
run(task, *args, **kwargs): Runs the chat model with the given task. | ||
""" | ||
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def __init__( | ||
self, | ||
model_name: str, | ||
base_url: str = "https://openrouter.ai/api/v1/chat/completions", | ||
openrouter_api_key: str = None, | ||
system_prompt: str = None, | ||
*args, | ||
**kwargs, | ||
): | ||
super().__init__(*args, **kwargs) | ||
self.model_name = model_name | ||
self.base_url = base_url | ||
self.openrouter_api_key = openrouter_api_key | ||
self.system_prompt = system_prompt | ||
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openai.api_base = "https://openrouter.ai/api/v1" | ||
openai.api_key = openrouter_api_key | ||
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def run(self, task: str, *args, **kwargs) -> str: | ||
""" | ||
Runs the chat model with the given task. | ||
Args: | ||
task (str): The user's task for the chat model. | ||
*args: Variable length argument list. | ||
**kwargs: Arbitrary keyword arguments. | ||
Returns: | ||
str: The response generated by the chat model. | ||
""" | ||
response = openai.ChatCompletion.create( | ||
model=self.model_name, | ||
messages=[ | ||
{"role": "system", "content": self.system_prompt}, | ||
{"role": "user", "content": task}, | ||
] | ||
* args, | ||
**kwargs, | ||
) | ||
return response.choices[0].message.text |
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