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https://github.com/hwchase17/langchain.git
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b7bef36ee1
Love the project, a ton of fun! I think the PR is pretty self-explanatory, happy to make any changes! I am working on using it in an `LLMBashChain` and may update as that progresses. Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
86 lines
2.0 KiB
Plaintext
86 lines
2.0 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# LLM Chain\n",
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"This notebook showcases using LLMs and a bash process to do perform simple filesystem commands."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"\n",
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"\u001b[1m> Entering new LLMBashChain chain...\u001b[0m\n",
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"Please write a bash script that prints 'Hello World' to the console.\u001b[32;1m\u001b[1;3m\n",
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"\n",
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"```bash\n",
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"echo \"Hello World\"\n",
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"```\u001b[0m\n",
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"Answer: \u001b[33;1m\u001b[1;3m{'success': True, 'outputs': ['Hello World\\n']}\u001b[0m\n",
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"\u001b[1m> Finished LLMBashChain chain.\u001b[0m\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"{'commands': ['echo \"Hello World\"'],\n",
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" 'output': {'success': True, 'outputs': ['Hello World\\n']}}"
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]
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},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from langchain.chains.llm_bash.base import LLMBashChain\n",
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"from langchain.llms import OpenAI\n",
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"\n",
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"llm = OpenAI(temperature=0)\n",
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"\n",
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"text = \"Please write a bash script that prints 'Hello World' to the console.\"\n",
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"\n",
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"bash_chain = LLMBashChain(llm=llm, verbose=True)\n",
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"\n",
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"bash_chain.run(text)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.6"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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} |