python-pilot 0.0.7

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PyPilot

A python terminal copilot.
Use PyPilot as a regular python terminal and whenever you need the copilot assistance just write it as a comment.
Don't forget to set the API KEY (supports only OPENAI for now).

Installation

pip install python-pilot

Usage

pypilot --api-key sk-....

or

OPENAI_API_KEY=sk-... pypilot

Examples

Here you can see 3 different interactions with the pypilot terminal:

1. >>> # Create a hasing function: comment interaction with the llm that produces code
2. >>> hash_string("hello"): python expression evaluated by the terminal
3. >>> # Nice! Can you tell me what are the advantages vs disadvantages of this specific hash alg?: comment interaction with the llm that produces chat response

Python 3.9.5 (v3.9.5:0a7dcbdb13, May  3 2021, 13:17:02) 
[Clang 6.0 (clang-600.0.57)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
============
PyPilot 0.0.3 - Python Terminal Agent
- Use comments (#) to communicate with the agent.
- The agent is aware of the terminal history and locals.
- Type reset(), clear(), history(), ulocals(), dump() or set_api_key() for custom commands.
- When prompt to approve, any key will approve, ctrl+c will cancel.

>>> # Create an hashing function
LLM[tokens:~450]> 
import hashlib

def hash_string(input_string):
    """
    This function takes a string input and returns the SHA-256 hash of the input.
    
    Args:
    input_string (str): The string to be hashed
    
    Returns:
    str: The SHA-256 hash of the input string
    """
    return hashlib.sha256(input_string.encode()).hexdigest()
EXECUTE?>
>>> hash_string("hello")
'2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824'
>>> # Nice! Can you tell me what are the advantages vs disadvantages of this specific hash alg?
LLM[tokens:~661]> 
Advantages of the SHA-256 hash algorithm:
1. Strong security: SHA-256 provides a high level of cryptographic security.
2. Fixed output size: SHA-256 always produces a 256-bit hash value.
3. Fast computation: SHA-256 is computationally efficient.

Disadvantages of the SHA-256 hash algorithm:
1. Deterministic: Same input always produces the same output, which can be a vulnerability in some cases.
2. Vulnerable to collision attacks: While SHA-256 is considered secure, there is always a possibility of collision attacks.
3. Not suitable for password hashing: SHA-256 is designed for cryptographic hashing, not for securely storing passwords.

>>> !pip install numpy
Collecting numpy
Using cached numpy-1.26.4-cp39-cp39-macosx_10_9_x86_64.whl (20.6 MB)
Installing collected packages: numpy
Successfully installed numpy-1.26.4

TODO

• add a way to use history only with headers of functions...
• handle missing imports in runtime
  • install and always remove when closing the app
  • docker containers
• add a selector step that decide what context the next llm prompt should have:
  • history: code executed (w/wo expressions), errors, llm requests
  • locals: vars, functions, modules (full terminal history, locals only) and if the output should be code or chat