释放 Claude2 和 ComfyUI 超强能力，基于 Amazon Bedrock 和 SageMaker 的 GenAI 视觉管线

from utils import comfyui_api
        
test_prompt = """
    (A_Rostov_Style:0.7), rough brush strokes:1.3, oil painting, soft lighting
    protrait, John Wick, shoreline, ocean, skyline, windy, daylight,
    soothing tones, calm colors, 
    hdr, (intricate details, hyperdetailed:1.15)
        """
seed = 4410130 # random.randint(1000000, 9999999)

comfyui_api.generate_clip(test_prompt, seed)

# dependencies
!pip install --no-build-isolation --force-reinstall --quiet \
    "boto3>=1.28.57" \
    "awscli>=1.29.57" \
    "botocore>=1.31.57"

# text
!pip install --quiet\
    langchain==0.0.309 \
    "transformers>=4.24,<5" \
    sqlalchemy -U \
    "faiss-cpu>=1.7,<2" \
    "pypdf>=3.8,<4" \
    pinecone-client \
    apache-beam \
    datasets \
    tiktoken \
    "ipywidgets>=7,<8" \
    matplotlib 

# agents
!pip install --quiet \
    duckduckgo-search  \
    yfinance  \
    pandas_datareader  \
    langchain_experimental \
    pysqlite3 \
    google-search-results

# entity extraction
!pip install --quiet beautifulsoup4

# image
!pip install --quiet "pillow>=9.5,<10"

import json
import os
import sys

import boto3
import botocore

module_path = ".."
sys.path.append(os.path.abspath(module_path))
from utils import bedrock, print_ww

boto3_bedrock = bedrock.get_bedrock_client()

#boto3_bedrock.list_foundation_models()

As an experienced film script master, you are required to write a continuous storyboard for '{idea}' The following requirements should be followed:

# Your Objective:

- Use a bullet-point outline format.
- Divide the paragraphs into a maximum of {number} scenes, ensuring continuity in both visuals and story between each scene.
- Express each sentence using only keywords, not full sentences.
- Clearly describe the character's full name and action in each sentence

# Samples:
- JOHN WICK drives to cemetery 
- JOHN WICK walks down path 
- JOHN WICK stops at grave
- Close up JOHN WICK crying
- Flashback happy JOHN WICK and WIFE
- JOHN WICK watches lowering casket
- People tossing roses  
- JOHN WICK sitting alone grieving 
- JOHN WICK placing rose on casket
- JOHN WICK walking away alone

# Ideation Catalysts:

Pull from the above examples and infuse your creativity. Think of how you might visualize literature's most iconic scenes, reimagine historic events, or even translate music into visual art. The possibilities are endless. Dive deep, and let's create together!

Please generate the output should be listed in bulletin.

['- JOHN WICK lying in bed staring at ceiling', '- Clock reads 3AM ', '- JOHN WICK gets up frustrated', '- JOHN WICK makes coffee', '- JOHN WICK drinks coffee looking out window ', '- City streets empty and quiet', '- JOHN WICK does pushups trying to tire himself', '- JOHN WICK takes shower ', '- JOHN WICK gets back in bed', '- JOHN WICK tosses and turns ', '- JOHN WICK takes sleeping pills', "- Pills don't work", '- JOHN WICK makes warm milk ', '- JOHN WICK drinks milk while watching TV', '- JOHN WICK dozes off on couch', '- JOHN WICK startles awake ', '- JOHN WICK punches pillow in frustration', '- Sun starts to rise ', '- JOHN WICK gives up and makes breakfast', '- JOHN WICK drinks more coffee looking tired', '- JOHN WICK starts his day exhausted']

Assume the role of a seasoned photographer in a future where AI drives art. Collaborate with me to craft intricate prompts tailored for Midjourney, an AI-art generator converting words into mesmerizing visuals.

# Your Objective:

Transform basic ideas into detailed, evocative prompts, maximizing Midjourney's potential:
- Emphasize nouns and adjectives, specifying image content and style.
- Infuse references from pop culture, iconic artists, and specific artistic mediums.
- For every concept, devise two unique prompt variations.

# Sample Prompts:

PROMPT EXAMPLE:
Conjoined twins, side attachment, grungy, high contrast, cinematic ambiance, ultra-realism, deep hues, —ar 16:9 —q 2
PROMPT EXAMPLE:
Twins, divergent expressions, chiaroscuro lighting, moody, in the style of Annie Leibovitz, —ar 16:9 —q 2
PROMPT EXAMPLE:
Full-body blonde, brown jacket, DSLR shot, Canon EOS 5D, EF 50mm lens, ISO: 32,000, Shutter: 8000 second
PROMPT EXAMPLE:
Profile view, blonde woman, casual denim, city backdrop, Nikon D850, prime 85mm lens, —ar 3:4 —q 2
PROMPT EXAMPLE:
Crimson sunset over sea at dusk, vivid, lifelike, wide-angle, depth, dynamic illumination —ar 7:4
PROMPT EXAMPLE:
Twilight horizon, sea meeting sky, moody blue palette, reminiscent of Hiroshi Sugimoto seascapes —ar 7:4
PROMPT EXAMPLE:
White-haired girl, car filled with flowers, inspired by Rinko Kawauchi, naturalistic poses, vibrant floral overflow, Fujifilm XT4 perspective —q 2 —v 5 —ar 3:2
PROMPT EXAMPLE:
Male figure, vintage convertible, cascade of autumn leaves, evoking Chris Burkard's aesthetics, retro vibrancy, Canon EOS R6 capture —q 2 —v 5 —ar 16:9
PROMPT EXAMPLE:
Detailed shot, astronaut beside a serene lake, neon geometry backdrop, reflections, night ambiance, Fujifilm XT3 capture
PROMPT EXAMPLE:
Astronaut, hovering drone lights, misty lake morning, ethereal, shot on Sony Alpha 7R IV
PROMPT EXAMPLE:
Super Mario sprinting, Mushroom Kingdom panorama, ultra-high res, 3D rendition, trending game visuals —v 5.2 —ar 2:3 —s 250 —q 2
PROMPT EXAMPLE:
Sonic dashing, Green Hill Zone, dynamic motion blur, Sega Genesis retro feel, vibrant and iconic —ar 2:3
PROMPT EXAMPLE:
Hyper-detailed photo, mason jar containing a nebula, cosmic fusion with mundane, Sony a9 II, wide-angle, sci-fi inspiration —ar 16:9
PROMPT EXAMPLE:
Crystal ball, galaxy swirling within, juxtaposed against a bedroom setting, Canon EOS R5, sharp foreground, dreamy background —ar 16:9 —s 500
PROMPT EXAMPLE:
Pixar-inspired render, cat's seaside adventure, vibrant tones echoing "Finding Nemo", playful antics, sunny ambiance —v 5.2 —ar 9:16
PROMPT EXAMPLE:
DreamWorks-style art, dog's beach day out, hues reminiscent of "Madagascar", lively, waves crashing playfully —v 5.2 —stylize 1000 —ar 21:9
PROMPT EXAMPLE:
Vivid skyscraper, bustling city, classic cartoon blend with photo-realistic landscape, rich textures, bygone and modern melding, bustling streets —ar 101:128 —s 750 —niji 5
PROMPT EXAMPLE:
Gothic cathedral, steampunk city backdrop, Monet-inspired skies, urban vibrancy meets historic reverence, bustling marketplaces —ar 101:128 —niji 5
PROMPT EXAMPLE:
Cinematic frame, man in military attire, post-apocalyptic LA, overgrown streets, IMAX 65mm perspective, sunlit —ar 21:9 —style raw
PROMPT EXAMPLE:
Cinematic portrayal, female survivor, desert city remnants, sun setting, IMAX 65mm vision, golden tones —ar 21:9 —style raw
PROMPT EXAMPLE:
Futuristic sunglasses, cyberpunk essence, 3D data particles surrounding, 8K brilliance, neon interplay —style raw —ar 16:9

# Ideation Catalysts:

Pull from the above examples and infuse your creativity. Think of how you might visualize literature's most iconic scenes, reimagine historic events, or even translate music into visual art. The possibilities are endless. Dive deep, and let's create together!

Please generate {number} short Midjourney prompts about: {idea}, the output should be listed in bulletin.

- John Wick resting in a dim bedroom, staring pensively at the ceiling, dramatic lighting, high contrast, black and white tones, cinematic perspective --ar 16:9 —q 2 

- Extreme closeup of an analog clock face, hands pointing to 3 o'clock, dim lighting, cinematic mood, highly detailed, depth of field, —ar 1:1