python-tgpt 0.2.1

Interact with AI without API key

python-tgpt

>>> from tgpt.leo import LEO
>>> bot = LEO()
>>> bot.chat('Hello there')
"  Hello! It's nice to meet you. Is there something I can help you with or would you like to chat?"
>>> 

This project enables seamless interaction with free LLMs without requiring an API Key.

The name python-tgpt draws inspiration from its parent project tgpt, which operates on Golang. Through this Python adaptation, users can effortlessly engage with a number of free LLMs available as well as OpenAI's ChatGPT models, fostering a smoother AI interaction experience.

Features

• 🗨️ Enhanced conversational chat experience
• 💾 Capability to save prompts and responses (Conversation)
• 🔄 Ability to load previous conversations
• ⌨️ Command-line interface
• 🐍 Python package
• 🌊 Stream and non-stream response
• 🚀 Ready to use (No API key required)
• ⛓️ Chained requests via proxy
• 🤖 Pass awesome-chatgpt prompts easily
• 🧠 Multiple LLM providers

Providers

These are simply the hosts of the LLMs, which include:

1. Leo (By Brave)
2. Fakeopen
3. Koboldai
4. Opengpt
5. OpenAI (API key required)

Prerequisites

• Python>=3.9 (Optional)

Installation and Usage

Installation

Download binaries for your system from here.

Alternatively, you can install non-binaries. (Recommended)

Choose one of the following methods to get started.

1. From PyPI:

   pip install --upgrade python-tgpt
   

2. Directly from the source:

   pip install git+https://github.com/Simatwa/python-tgpt.git
   

3. Clone and Install:

   git clone https://github.com/Simatwa/python-tgpt.git
   cd python-tgpt
   pip install .
   

Usage

This package offers a convenient command-line interface.

Note : leo is the default provider.

• For a quick response:

  python -m tgpt generate "<Your prompt>"
  

• For interactive mode:

  python -m tgpt interactive "<Kickoff prompt (though not mandatory)>"
  

Make use of flag --provider postfixed with the provider name of your choice. e.g --provider koboldai

You can also simply use tgpt instead of python -m tgpt.

Starting from version 0.1.2, generate is the default command if you issue a prompt, and interactive takes action if you don't. Therefore, something like this will generate a response and exit $ tgpt "<Your prompt>" while $ tgpt will fire up an interactive prompt.

Developer Docs

1. Generate a quick response

from tgpt.leo import LEO
bot = LEO()
resp = bot.chat('<Your prompt>')
print(resp)
# Output : How may I help you.

2. Get back whole response

from tgpt.leo import LEO
bot = LEO()
resp = bot.ask('<Your Prompt')
print(resp)
# Output
"""
{'completion': "I'm so excited to share with you the incredible experiences...", 'stop_reason': None, 'truncated': False, 'stop': None, 'model': 'llama-2-13b-chat', 'log_id': 'cmpl-3NmRt5A5Djqo2jXtXLBwJ2', 'exception': None}
"""

Stream Response

Just add parameter stream with value true.

1. Text Generated only

from tgpt.leo import LEO
bot = LEO()
resp = bot.chat('<Your prompt>', stream=True)
for value in resp:
    print(value)
# output
"""
How may
How may I help 
How may I help you
How may I help you today?
"""

2. Whole Response

from tgpt.leo import LEO
bot = LEO()
resp = bot.ask('<Your Prompt>', stream=True)
for value in resp:
    print(value)
# Output
"""
{'completion': "I'm so", 'stop_reason': None, 'truncated': False, 'stop': None, 'model': 'llama-2-13b-chat', 'log_id': 'cmpl-3NmRt5A5Djqo2jXtXLBwxx', 'exception': None}

{'completion': "I'm so excited to share with.", 'stop_reason': None, 'truncated': False, 'stop': None, 'model': 'llama-2-13b-chat', 'log_id': 'cmpl-3NmRt5A5Djqo2jXtXLBwxx', 'exception': None}

{'completion': "I'm so excited to share with you the incredible ", 'stop_reason': None, 'truncated': False, 'stop': None, 'model': 'llama-2-13b-chat', 'log_id': 'cmpl-3NmRt5A5Djqo2jXtXLBwxx', 'exception': None}

{'completion': "I'm so excited to share with you the incredible experiences...", 'stop_reason': None, 'truncated': False, 'stop': None, 'model': 'llama-2-13b-chat', 'log_id': 'cmpl-3NmRt5A5Djqo2jXtXLBwxx', 'exception': None}
"""

Note : All providers have got a common class methods.

Openai

import tgpt.openai as openai
bot = openai.OPENAI("<OPENAI-API-KEY>")
print(bot.chat("<Your-prompt>"))

Koboldai

import tgpt.koboldai as koboldai
bot = koboldai.KOBOLDAI()
print(bot.chat("<Your-prompt>"))

Fakeopen

import tgpt.fakeopen as fakeopen
bot = fakeopen.FAKEOPEN()
print(bot.chat("<Your-prompt>"))

Opengpt

import tgpt.opengpt as opengpt
bot = opengpt.OPENGPT()
print(bot.chat("<Your-prompt>"))

To obtain more tailored responses, consider utilizing optimizers using the optimizer parameter. Its values can be set to either code or system_command.

from tgpt.leo import LEO
bot = LEO()
resp = bot.ask('<Your Prompt>', optimizer='code')
print(resp)

Note: Commencing from v0.1.0, the default mode of interaction is conversational. This mode enhances the interactive experience, offering better control over the chat history. By associating previous prompts and responses, it tailors conversations for a more engaging experience.

You can still disable the mode:

bot = koboldai.KOBOLDAI(is_conversation=False)

Utilize the --disable-conversation flag in the console to achieve the same functionality.

Acknowledgements

1. tgpt
2. You