Metadata-Version: 2.1
Name: python-tgpt
Version: 0.6.4
Summary: Interact with AI without API key
Home-page: https://github.com/Simatwa/python-tgpt
Author: Smartwa
Author-email: simatwacaleb@proton.me
Maintainer: Smartwa
License: MIT
Project-URL: Bug Report, https://github.com/Simatwa/python-tgpt/issues/new
Project-URL: Homepage, https://github.com/Simatwa/python-tgpt
Project-URL: Source Code, https://github.com/Simatwa/python-tgpt
Project-URL: Issue Tracker, https://github.com/Simatwa/python-tgpt/issues
Project-URL: Download, https://github.com/Simatwa/python-tgpt/releases
Project-URL: Documentation, https://github.com/Simatwa/python-tgpt/blob/main/docs
Keywords: chatgpt,gpt,tgpt,pytgpt,chatgpt-cli,chatgpt-sdk,chatgpt-api,llama-api,leo,llama2,blackboxai,opengpt,koboldai,openai,bard,gpt4free,gpt4all-cli,gptcli,poe-api
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Developers
Classifier: Natural Language :: English
Classifier: License :: Free For Home Use
Classifier: Intended Audience :: Customer Service
Classifier: Programming Language :: Python
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: requests[socks]==2.31.0
Requires-Dist: appdirs==1.4.4
Requires-Dist: pyyaml==6.0.1
Requires-Dist: webchatgpt==0.3.0
Requires-Dist: GoogleBard1>=2.1.4
Requires-Dist: poe-api-wrapper==1.3.6
Requires-Dist: brotli==1.1.0
Requires-Dist: g4f>=0.2.6.1
Requires-Dist: Helpingai-T2==0.3
Provides-Extra: cli
Requires-Dist: click==8.1.3; extra == "cli"
Requires-Dist: rich==13.3.4; extra == "cli"
Requires-Dist: clipman==3.1.0; extra == "cli"
Requires-Dist: pyperclip==1.8.2; extra == "cli"
Requires-Dist: colorama==0.4.6; extra == "cli"
Requires-Dist: g4f>=0.2.6.1; extra == "cli"
Requires-Dist: python-dotenv==1.0.0; extra == "cli"
Provides-Extra: api
Requires-Dist: fastapi[all]==0.110.1; extra == "api"
Provides-Extra: all
Requires-Dist: g4f[all]>=0.2.6.1; extra == "all"
Requires-Dist: matplotlib; extra == "all"
Requires-Dist: gpt4all==2.2.0; extra == "all"
Requires-Dist: click==8.1.3; extra == "all"
Requires-Dist: rich==13.3.4; extra == "all"
Requires-Dist: clipman==3.1.0; extra == "all"
Requires-Dist: pyperclip==1.8.2; extra == "all"
Requires-Dist: colorama==0.4.6; extra == "all"
Requires-Dist: g4f>=0.2.6.1; extra == "all"
Requires-Dist: python-dotenv==1.0.0; extra == "all"
Requires-Dist: fastapi[all]==0.110.1; extra == "all"

<p align="center">
<img src="https://github.com/Simatwa/python-tgpt/blob/main/assets/py-tgpt.png?raw=true" width='40%'>
</p>

<!-- <h1 align="center"> python-tgpt </h1> -->
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</p>

<h3 align="center">
python-tgpt
</h3> 

<p align="center">
<img src="https://github.com/Simatwa/python-tgpt/blob/main/assets/demo-1.gif?raw=True" width='80%'/>
</p>


```python
>>> import pytgpt.phind as phind
>>> bot = phind.PHIND()
>>> bot.chat('hello there')
'Hello! How can I assist you today?'

```

```python
from pytgpt.imager import Imager
img = Imager()
generated_images = img.generate(prompt="Cyberpunk", amount=3, stream=True)
img.save(generated_images)
```

This project enables seamless interaction with over **45 free LLM providers** without requiring an API Key and generating images as well.

The name *python-tgpt* draws inspiration from its parent project [tgpt](https://github.com/aandrew-me/tgpt), which operates on [Golang](https://go.dev/). Through this Python adaptation, users can effortlessly engage with a number of free LLMs available, fostering a smoother AI interaction experience.


### Features

- 🐍 Python package
- [🌐 FastAPI for web integration](https://python-tgpt.onrender.com)
- ⌨️ Command-line interface
- 🧠 Multiple LLM providers - **45+**
- 🌊 Stream and non-stream response
- 🚀 Ready to use (No API key required)
- 🎯 Customizable script generation and execution
- 🔌 Offline support for Large Language Models
- 🎨 Image generation capabilities
- ⛓️ Chained requests via proxy
- 🗨️ Enhanced conversational chat experience
- 💾 Capability to save prompts and responses (Conversation)
- 🔄 Ability to load previous conversations
- 🤖 Pass [awesome-chatgpt prompts](https://github.com/f/awesome-chatgpt-prompts) easily

## Providers

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

1. [Leo](https://brave.com/leo/) - **Brave**
2. [Koboldai](https://koboldai-koboldcpp-tiefighter.hf.space)
3. [OpenGPTs](https://opengpts-example-vz4y4ooboq-uc.a.run.app/)
4. [OpenAI](https://chat.openai.com) *(API key required)*
5. [WebChatGPT](https://github.com/Simatwa/WebChatGPT) - **OpenAI** *(Session ID required)*
6. [Gemini](https://github.com/Simatwa/bard) - **Google** *(Session ID required)*
9. [Phind](https://www.phind.com)
10. [Llama2](https://www.llama2.ai)
11. [Blackboxai](https://www.blackbox.ai)
12. [gpt4all](https://gpt4all.io) *(Offline)*
13. [Poe](https://poe.com) - Poe|Quora *(Session ID required)*
14. [Groq](https://console.groq.com/playground) *(API Key required)*
15. [Perplexity](https://www.perplexity.ai)


<details>

<summary>

41+ providers proudly offered by [gpt4free](https://github.com/xtekky/gpt4free).

</summary>

- To list working providers run:
   ```sh
   $ pytgpt gpt4free test -y
   ```
</details>

## Prerequisites

- [x] [Python>=3.10](https://python.org) *(Optional)*

## Installation and Usage

### Installation

Download binaries for your system from [here.](https://github.com/Simatwa/python-tgpt/releases/latest/)

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

1. Developers:

   ```sh
   pip install --upgrade python-tgpt
   ```

2. Commandline:

   ```sh
   pip install --upgrade "python-tgpt[cli]"
   ```

3. Full installation:

   ```sh
   pip install  --upgrade "python-tgpt[all]"
   ```

> `pip install -U "python-tgt[api]"` will install REST API dependencies.

## Usage

This package offers a convenient command-line interface.

> [!NOTE]
> `phind` is the default *provider*.

- For a quick response:
  ```bash
  python -m pytgpt generate "<Your prompt>"
  ```

- For interactive mode:
  ```bash
  python -m pytgpt interactive "<Kickoff prompt (though not mandatory)>"
  ```

Make use of flag `--provider` followed by the provider name of your choice. e.g `--provider koboldai`

> To list all providers offered by gpt4free, use following commands: ```pytgpt gpt4free list providers```

You can also simply use `pytgpt` instead of `python -m pytgpt`.

Starting from version 0.2.7, running `$ pytgpt` without any other command or option will automatically enter the `interactive` mode. Otherwise, you'll need to explicitly declare the desired action, for example, by running `$ pytgpt generate`.


<details>

<summary> 

### Developer Docs

</summary>

1. Generate a quick response

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

2. Get back whole response

```python
from pytgpt.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 

```python
from pytgpt.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

```python
from pytgpt.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}
"""
```

<details>

<summary>
Auto - *(selects any working provider)*

</summary>

```python
import pytgpt.auto import auto
bot = auto.AUTO()
print(bot.chat("<Your-prompt>"))
```

</details>

<details>

<summary>
Openai

</summary>

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

</details>


<details>

<summary>
Koboldai

</summary>

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

</details>


<details>

<summary>
Opengpt

</summary>

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

</details>

<details>

<summary>
phind

</summary>

```python
import pytgpt.phind as phind
bot = phind.PHIND()
print(bot.chat("<Your-prompt>"))
```

</details>

<details>

<summary>
Gpt4free providers

</summary>

```python
import pytgpt.gpt4free as gpt4free
bot = gpt4free.GPT4FREE(provider="Koala")
print(bot.chat("<Your-prompt>"))
```

</details>

</details>

<details>

<summary>

To obtain more tailored responses, consider utilizing [optimizers](pytgpt/utils.py) using the `optimizer` parameter. Its values can be set to either `code` or `system_command`.

</summary>

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

</details>

> [!IMPORTANT]
> Commencing from [v0.1.0](https://github.com/Simatwa/python-tgpt/releases/), 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:

```python
bot = koboldai.KOBOLDAI(is_conversation=False)
```

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

> [!CAUTION]
> **Bard** autohandles context due to the obvious reason; the `is_conversation` parameter is not necessary at all hence not required when initializing the class. Also be informed that majority of providers offered by *gpt4free* requires *Google Chrome* inorder to function.

### Image Generation

This has been made possible by [pollinations.ai](https://pollination.ai).
```sh
$ pytgpt imager "<prompt>"
# e.g pytgpt imager "Coding bot"
```

<details>

<summary>
Developers
</summary>

```python
from pytgpt.imager import Imager

img = Imager()

generated_img = img.generate('Coding bot') # [bytes]

img.save(generated_img)
```

<details>

<summary>
Download Multiple Images
</summary>

```python

from pytgpt.imager import Imager

img = Imager()

img_generator = img.generate('Coding bot', amount=3, stream=True)

img.save(img_generator)

# RAM friendly
```

</details>


</details>

### Advanced Usage of Placeholders

The `generate` functionality has been enhanced starting from *v0.3.0* to enable comprehensive utilization of the `--with-copied` option and support for accepting piped inputs. This improvement introduces placeholders, offering dynamic values for more versatile interactions.

| Placeholder | Represents |
| ------------ | ----------- |
| `{{stream}}` | The piped input |
| `{{copied}}` | The last copied text |

This feature is particularly beneficial for intricate operations. For example:

```bash
$ git diff | pytgpt generate "Here is a diff file: {{stream}} Make a concise commit message from it, aligning with my commit message history: {{copied}}" --shell --new
```
> In this illustration, `{{stream}}` denotes the result of the `$ git diff` operation, while `{{copied}}` signifies the content copied from the output of the `$ git log` command.

### Awesome Prompts

[These prompts](https://github.com/Simatwa/gpt-cli/blob/main/assets/all-acts.pdf?raw=True) are designed to guide the AI's behavior or responses in a particular direction, encouraging it to exhibit certain characteristics or behaviors. The  term "awesome-prompt" is not a formal term in AI or machine learning literature, but it encapsulates the idea of crafting prompts that are effective in achieving desired outcomes. Let's say you want it to behave like a *Linux Terminal*, *PHP Interpreter*, or just to [**JAIL BREAK.**](https://gist.github.com/coolaj86/6f4f7b30129b0251f61fa7baaa881516)

Instances :

```sh
$ pytgpt interactve --awesome-prompt "Linux Terminal"
# Act like a Linux Terminal

$ pytgpt interactive -ap DAN
# Jailbreak
```

> [!NOTE]
> Awesome prompts are alternative to `--intro`.
> Run `$ pytgpt awesome whole` to list available prompts (*200+*).
> Run `$ pytgpt awesome --help` for more info.

### Introducing RawDog

RawDog is a masterpiece feature that exploits the versatile capabilities of Python to command and control your system as per your needs. You can literally do anything with it, since it generates and executes python codes, driven by **your prompts**! To have a bite of *rawdog* simply append the flag `--rawdog` *shortform* `-rd` in *generate/interactive* mode. This introduces a never seen-before feature in the *tgpt ecosystem*. Thanks to [AbanteAI/rawdog](https://github.com/AbanteAI/rawdog) for the idea.

This can be useful in some ways. For instance :

   ```sh
   $ pytgpt generate -n -q "Visualize the disk usage using pie chart" --rawdog
   ```
   
   This will pop up a window showing system disk usage as shown below.
   
   <p align="center">
   <img src="https://github.com/Simatwa/python-tgpt/blob/main/assets/Figure_1.png?raw=true" width='60%'>
   </p>

## Passing Environment Variables

Pytgpt **v0.4.6** introduces a convention way of taking variables from the environment.
To achieve that, set the environment variables in your operating system or script with prefix `PYTGPT_` followed by the option name in uppercase, replacing dashes with underscores.

For example, for the option `--provider`, you would set an environment variable `PYTGPT_PROVIDER` to provide a default value for that option. Same case applies to boolean flags such as `--rawdog` whose environment variable will be `PYTGPT_RAWDOG` with value being either `true/false`. Finally, `--awesome-prompt` will take the environment variable `PYTGPT_AWESOME_PROMPT`.

> [!NOTE]
> This is **NOT** limited to any command

The environment variables can be overridden by explicitly declaring new value.

> [!TIP]
> Save the variables in a `.env` file in your current directory or export them in your `~/.zshrc` file.
> To load previous conversations from a `.txt` file, use the `-fp` or `--filepath` flag. If no flag is passed, the default one will be used. To load context from a file without altering its content, use the `--retain-file` flag.

## Dynamic Provider

Version **0.4.6** also introduces dynamic provider called `g4fauto`, which represents the fastest working g4f-based provider.

> [!TIP]
> To launch web interface for g4f-based providers simply run `$ pytgpt gpt4free gui`. 
> `$ pytgpt api run` will start the REST-API. Access docs and redoc at */docs* and */redoc* respectively.

<details>

<summary>

For more usage info run `$ pytgpt --help`

</summary>

```
Usage: pytgpt [OPTIONS] COMMAND [ARGS]...

Options:
  -v, --version  Show the version and exit.
  -h, --help     Show this message and exit.

Commands:
  api          FastAPI control endpoint
  awesome      Perform CRUD operations on awesome-prompts
  generate     Generate a quick response with AI
  gpt4free     Discover gpt4free models, providers etc
  imager       Generate images with pollinations.ai
  interactive  Chat with AI interactively (Default)
  utils        Utility endpoint for pytgpt
  webchatgpt   Reverse Engineered ChatGPT Web-Version
```

</details>

### API Health Status

| No. | API | Status |
|--------|-----|--------|
| 1. | [On-render](https://python-tgpt.onrender.com)  | [cron-job](https://pqfzhmvz.status.cron-job.org/) |


## [CHANGELOG](https://github.com/Simatwa/python-tgpt/blob/main/docs/CHANGELOG.md)

## Acknowledgements

1. [x] [tgpt](https://github.com/aandrew-me/tgpt)
2. [x] [gpt4free](https://github.com/xtekky/gpt4free)
