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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "d1d5ec44",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:17.499299Z",
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"iopub.status.idle": "2023-03-22T17:00:17.506839Z",
"shell.execute_reply": "2023-03-22T17:00:17.506087Z"
},
"tags": [
"hide_inp"
]
},
"outputs": [],
"source": [
"\n",
"desc = \"\"\"\n",
"### Bash Command Suggestion\n",
"\n",
"Chain that ask for a command-line question and then runs the bash command. [[Code](https://github.com/srush/MiniChain/blob/main/examples/bash.py)]\n",
"\n",
"(Adapted from LangChain [BashChain](https://langchain.readthedocs.io/en/latest/modules/chains/examples/llm_bash.html))\n",
"\"\"\""
]
},
{
"cell_type": "markdown",
"id": "94100dff",
"metadata": {},
"source": [
"$"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b2ae061e",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:17.509606Z",
"iopub.status.busy": "2023-03-22T17:00:17.509377Z",
"iopub.status.idle": "2023-03-22T17:00:18.808162Z",
"shell.execute_reply": "2023-03-22T17:00:18.807504Z"
}
},
"outputs": [],
"source": [
"from minichain import show, prompt, OpenAI, Bash"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "9c440e40",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:18.810785Z",
"iopub.status.busy": "2023-03-22T17:00:18.810465Z",
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"shell.execute_reply": "2023-03-22T17:00:18.813511Z"
},
"lines_to_next_cell": 1
},
"outputs": [],
"source": [
"@prompt(OpenAI(), template_file = \"bash.pmpt.tpl\")\n",
"def cli_prompt(model, query):\n",
" x = model(dict(question=query))\n",
" return \"\\n\".join(x.strip().split(\"\\n\")[1:-1])"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "74115a3f",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:18.816250Z",
"iopub.status.busy": "2023-03-22T17:00:18.815868Z",
"iopub.status.idle": "2023-03-22T17:00:18.818697Z",
"shell.execute_reply": "2023-03-22T17:00:18.818263Z"
},
"lines_to_next_cell": 1
},
"outputs": [],
"source": [
"@prompt(Bash())\n",
"def bash_run(model, x):\n",
" return model(x)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "88210a7d",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:18.820762Z",
"iopub.status.busy": "2023-03-22T17:00:18.820577Z",
"iopub.status.idle": "2023-03-22T17:00:18.823279Z",
"shell.execute_reply": "2023-03-22T17:00:18.822838Z"
}
},
"outputs": [],
"source": [
"def bash(query):\n",
" return bash_run(cli_prompt(query))"
]
},
{
"cell_type": "markdown",
"id": "99d969c2",
"metadata": {},
"source": [
"$"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "fe4ffa7a",
"metadata": {
"execution": {
"iopub.execute_input": "2023-03-22T17:00:18.825360Z",
"iopub.status.busy": "2023-03-22T17:00:18.825177Z",
"iopub.status.idle": "2023-03-22T17:00:19.158113Z",
"shell.execute_reply": "2023-03-22T17:00:19.157509Z"
},
"lines_to_next_cell": 2
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Running on local URL: http://127.0.0.1:7861\n",
"\n",
"To create a public link, set `share=True` in `launch()`.\n"
]
},
{
"data": {
"text/html": [
"<div><iframe src=\"http://127.0.0.1:7861/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"gradio = show(bash,\n",
" subprompts=[cli_prompt, bash_run],\n",
" examples=['Go up one directory, and then into the minichain directory,'\n",
" 'and list the files in the directory',\n",
" \"Please write a bash script that prints 'Hello World' to the console.\"],\n",
" out_type=\"markdown\",\n",
" description=desc,\n",
" code=open(\"bash.py\", \"r\").read().split(\"$\")[1].strip().strip(\"#\").strip(),\n",
" )\n",
"if __name__ == \"__main__\":\n",
" gradio.launch()"
]
}
],
"metadata": {
"jupytext": {
"cell_metadata_filter": "tags,-all"
},
"kernelspec": {
"display_name": "minichain",
"language": "python",
"name": "minichain"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|