Google Colab Integration

Basic PraisonAI

PraisonAI with Tools

jupyter:
  accelerator: GPU
  colab:
    gpuType: T4
  kernelspec:
    display_name: Python 3
    name: python3
  language_info:
    name: python
  nbformat: 4
  nbformat_minor: 0

!pip install -Uq praisonai

import os
import yaml
from praisonai import PraisonAI
from google.colab import userdata

# Example agent_yaml content
agent_yaml = """
framework: "crewai"
topic: "Space Exploration"

roles:
  astronomer:
    role: "Space Researcher"
    goal: "Discover new insights about {topic}"
    backstory: "You are a curious and dedicated astronomer with a passion for unraveling the mysteries of the cosmos."
    tasks:
      investigate_exoplanets:
        description: "Research and compile information about exoplanets discovered in the last decade."
        expected_output: "A summarized report on exoplanet discoveries, including their size, potential habitability, and distance from Earth."
"""

# Create a PraisonAI instance with the agent_yaml content
praisonai = PraisonAI(agent_yaml=agent_yaml)

# Add OPENAI_API_KEY Secrets to Google Colab on the Left Hand Side 🔑 or Enter Manually Below
os.environ["OPENAI_API_KEY"] = userdata.get('OPENAI_API_KEY') or "ENTER OPENAI_API_KEY HERE"

# Run PraisonAI
result = praisonai.run()

# Print the result
print(result)

Entering new CrewAgentExecutor chain… I now can give a great answer.

1. Kepler-452b
   • Size: Approximately 60% larger in diameter than Earth.
   • Potential Habitability: Often referred to as “Earth’s Cousin,” Kepler-452b orbits within the habitable zone of its star, where liquid water could exist. The planet receives a similar amount of energy from its star as Earth does from the Sun.
   • Distance from Earth: About 1,402 light-years.
2. Proxima Centauri b
   • Size: Slightly larger than Earth, with a minimum mass of 1.17 Earth masses.
   • Potential Habitability: Located in the habitable zone of Proxima Centauri, the closest known star to the Sun. Potential for liquid water exists, but its habitability is uncertain due to stellar flare activity.
   • Distance from Earth: 4.24 light-years.
3. TRAPPIST-1 System
   • Size: The system contains seven Earth-sized planets. TRAPPIST-1e, f, and g are within the star’s habitable zone.
   • Potential Habitability: TRAPPIST-1e is considered the most promising candidate for habitability, as it has a rocky composition and is located in the middle of the habitable zone.
   • Distance from Earth: About 39 light-years.
4. LHS 1140 b
   • Size: About 1.4 times the size of Earth with a mass of around 6.6 Earth masses.
   • Potential Habitability: Resides in the habitable zone of its red dwarf star. The planet is likely rocky and has an atmosphere that could support life.
   • Distance from Earth: Approximately 40 light-years.
5. K2-18b
   • Size: About 2.6 times the size of Earth with a mass of 8.6 Earth masses.
   • Potential Habitability: This exoplanet lies within the habitable zone and has been detected to have water vapor in its atmosphere. It is considered one of the most promising candidates for habitability outside our solar system.
   • Distance from Earth: Roughly 124 light-years.
6. Gliese 667 Cc
   • Size: At least 4.5 times the mass of Earth.
   • Potential Habitability: Orbits within the habitable zone of its host star, Gliese 667 C. Its orbit allows for the possibility of liquid water on its surface.
   • Distance from Earth: About 23.62 light-years.
7. HD 40307 g
   • Size: A super-Earth with at least 7 Earth masses.
   • Potential Habitability: Located in the habitable zone of its star, this planet could potentially support liquid water and therefore life.
   • Distance from Earth: Approximately 42 light-years.
8. Ross 128 b
   • Size: Similar to Earth, with a minimum mass of 1.35 Earth masses.
   • Potential Habitability: Orbits within the habitable zone of the relatively quiet red dwarf star Ross 128. The planet has mild temperatures that could allow for liquid water.
   • Distance from Earth: About 11 light-years.
9. Teegarden’s Star b
   • Size: Comparable to Earth.
   • Potential Habitability: Orbits within the habitable zone of Teegarden’s Star, a cool red dwarf. Conditions could be suitable for liquid water.
   • Distance from Earth: Approximately 12 light-years.
10. Barnard’s Star b
    • Size: A super-Earth with a mass of about 3.2 Earth masses.
    • Potential Habitability: Located just outside the traditional habitable zone, but still within a range where liquid water could exist under certain conditions.
    • Distance from Earth: About 6 light-years.

Finished chain. [2024-07-03 04:39:25][DEBUG]: == [Space Researcher] Task output: In the last decade, the field of exoplanet research has experienced a remarkable surge in discoveries, thanks to advancements in technology and dedicated space missions such as Kepler, TESS (Transiting Exoplanet Survey Satellite), and various ground-based observatories. Here is a summarized report on some of the notable exoplanet discoveries, highlighting their size, potential habitability, and distance from Earth:

1. Kepler-452b
   • Size: Approximately 60% larger in diameter than Earth.
   • Potential Habitability: Often referred to as “Earth’s Cousin,” Kepler-452b orbits within the habitable zone of its star, where liquid water could exist. The planet receives a similar amount of energy from its star as Earth does from the Sun.
   • Distance from Earth: About 1,402 light-years.
2. Proxima Centauri b
   • Size: Slightly larger than Earth, with a minimum mass of 1.17 Earth masses.
   • Potential Habitability: Located in the habitable zone of Proxima Centauri, the closest known star to the Sun. Potential for liquid water exists, but its habitability is uncertain due to stellar flare activity.
   • Distance from Earth: 4.24 light-years.
3. TRAPPIST-1 System
   • Size: The system contains seven Earth-sized planets. TRAPPIST-1e, f, and g are within the star’s habitable zone.
   • Potential Habitability: TRAPPIST-1e is considered the most promising candidate for habitability, as it has a rocky composition and is located in the middle of the habitable zone.
   • Distance from Earth: About 39 light-years.
4. LHS 1140 b
   • Size: About 1.4 times the size of Earth with a mass of around 6.6 Earth masses.
   • Potential Habitability: Resides in the habitable zone of its red dwarf star. The planet is likely rocky and has an atmosphere that could support life.
   • Distance from Earth: Approximately 40 light-years.
5. K2-18b
   • Size: About 2.6 times the size of Earth with a mass of 8.6 Earth masses.
   • Potential Habitability: This exoplanet lies within the habitable zone and has been detected to have water vapor in its atmosphere. It is considered one of the most promising candidates for habitability outside our solar system.
   • Distance from Earth: Roughly 124 light-years.
6. Gliese 667 Cc
   • Size: At least 4.5 times the mass of Earth.
   • Potential Habitability: Orbits within the habitable zone of its host star, Gliese 667 C. Its orbit allows for the possibility of liquid water on its surface.
   • Distance from Earth: About 23.62 light-years.
7. HD 40307 g
   • Size: A super-Earth with at least 7 Earth masses.
   • Potential Habitability: Located in the habitable zone of its star, this planet could potentially support liquid water and therefore life.
   • Distance from Earth: Approximately 42 light-years.
8. Ross 128 b
   • Size: Similar to Earth, with a minimum mass of 1.35 Earth masses.
   • Potential Habitability: Orbits within the habitable zone of the relatively quiet red dwarf star Ross 128. The planet has mild temperatures that could allow for liquid water.
   • Distance from Earth: About 11 light-years.
9. Teegarden’s Star b
   • Size: Comparable to Earth.
   • Potential Habitability: Orbits within the habitable zone of Teegarden’s Star, a cool red dwarf. Conditions could be suitable for liquid water.
   • Distance from Earth: Approximately 12 light-years.
10. Barnard’s Star b
    • Size: A super-Earth with a mass of about 3.2 Earth masses.
    • Potential Habitability: Located just outside the traditional habitable zone, but still within a range where liquid water could exist under certain conditions.
    • Distance from Earth: About 6 light-years.

​

Task Output

1. Kepler-452b
   • Size: Approximately 60% larger in diameter than Earth.
   • Potential Habitability: Often referred to as “Earth’s Cousin,” Kepler-452b orbits within the habitable zone of its star, where liquid water could exist. The planet receives a similar amount of energy from its star as Earth does from the Sun.
   • Distance from Earth: About 1,402 light-years.
2. Proxima Centauri b
   • Size: Slightly larger than Earth, with a minimum mass of 1.17 Earth masses.
   • Potential Habitability: Located in the habitable zone of Proxima Centauri, the closest known star to the Sun. Potential for liquid water exists, but its habitability is uncertain due to stellar flare activity.
   • Distance from Earth: 4.24 light-years.
3. TRAPPIST-1 System
   • Size: The system contains seven Earth-sized planets. TRAPPIST-1e, f, and g are within the star’s habitable zone.
   • Potential Habitability: TRAPPIST-1e is considered the most promising candidate for habitability, as it has a rocky composition and is located in the middle of the habitable zone.
   • Distance from Earth: About 39 light-years.
4. LHS 1140 b
   • Size: About 1.4 times the size of Earth with a mass of around 6.6 Earth masses.
   • Potential Habitability: Resides in the habitable zone of its red dwarf star. The planet is likely rocky and has an atmosphere that could support life.
   • Distance from Earth: Approximately 40 light-years.
5. K2-18b
   • Size: About 2.6 times the size of Earth with a mass of 8.6 Earth masses.
   • Potential Habitability: This exoplanet lies within the habitable zone and has been detected to have water vapor in its atmosphere. It is considered one of the most promising candidates for habitability outside our solar system.
   • Distance from Earth: Roughly 124 light-years.
6. Gliese 667 Cc
   • Size: At least 4.5 times the mass of Earth.
   • Potential Habitability: Orbits within the habitable zone of its host star, Gliese 667 C. Its orbit allows for the possibility of liquid water on its surface.
   • Distance from Earth: About 23.62 light-years.
7. HD 40307 g
   • Size: A super-Earth with at least 7 Earth masses.
   • Potential Habitability: Located in the habitable zone of its star, this planet could potentially support liquid water and therefore life.
   • Distance from Earth: Approximately 42 light-years.
8. Ross 128 b
   • Size: Similar to Earth, with a minimum mass of 1.35 Earth masses.
   • Potential Habitability: Orbits within the habitable zone of the relatively quiet red dwarf star Ross 128. The planet has mild temperatures that could allow for liquid water.
   • Distance from Earth: About 11 light-years.
9. Teegarden’s Star b
   • Size: Comparable to Earth.
   • Potential Habitability: Orbits within the habitable zone of Teegarden’s Star, a cool red dwarf. Conditions could be suitable for liquid water.
   • Distance from Earth: Approximately 12 light-years.
10. Barnard’s Star b
    • Size: A super-Earth with a mass of about 3.2 Earth masses.
    • Potential Habitability: Located just outside the traditional habitable zone, but still within a range where liquid water could exist under certain conditions.
    • Distance from Earth: About 6 light-years.