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README.md

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# [Ask HAL](https://github.com/EAddario/askhal): A power-user CLI to interact with over 250 AI models!
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# [Ask HAL](https://github.com/EAddario/askhal): A power-user CLI to interact with over 290 AI models!
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`askhal` allows you to query all the AI models available in [OpenRouter](https://openrouter.ai/), giving you access to many low-level configuration options. The tool is designed to give users precise control over the model's behavior via context files, system and user prompts, and several fine-tuning parameters.
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## Features
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- Query over 250 [AI models](https://openrouter.ai/models) available in OpenRouter.
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- Query over 290 [AI models](https://openrouter.ai/models) available in OpenRouter.
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- Add a system prompt to provide specific instructions to the model.
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- Enhance the AI's responses by including additional context stored in a file. `askhal` currently supports `docx`, `odt`, `odp`, `ods`, `pdf`, `pptx`, `txt`, and `xlsx` files.
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- Configure the model's behavior using [hyper-parameters](https://docs.novelcrafter.com/en/articles/8677980-tuning-your-model-settings) like temperature, top-k and top-p sampling, frequency penalty, etc.
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***Note 1**: As you'll expect, the most capable models require you to use a paid account, but costs for individual use tend to be rather low. For example, the [OpenAI'a GPT-4o](https://openrouter.ai/openai/gpt-4o-2024-11-20) model costs less than \$0.0001 per token, which is roughly \$0.01 for a 100-word response. During the initial `askhal` development and testing phase, the total cost was less than $1.50
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***Note 2**: The program's author **is not affiliated** with OpenRouter and **does not** receive any compensation for promoting their services.
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***Note 2**: The program's author **is not affiliated** with OpenRouter in any way and **does not** receive any compensation for promoting their services.
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### Installation
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**\*** Multiple context sources are possible by providing a comma separated list e.g. `--context 'file1.txt, file2.txt, file3.txt'`
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The files should be of the same type.
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The files must be of the same type.
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**\*\*** If the context exceeds the maximum supported by the chosen model, `askahl` will terminate with an error message along the lines of `This endpoint's maximum context length is X tokens. However, you requested about Y tokens (Y of text input). Please reduce the length of either one, or use the "middle-out" transform to compress your prompt automatically.`
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