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app.py

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+# Notebook to generate and run a bash command.
+# Adapted from LangChain
+# [BashChain](https://langchain.readthedocs.io/en/latest/modules/chains/examples/llm_bash.html)
+
+import minichain
+
+# Prompt that asks LLM to produce a bash command.
+
+
+class CLIPrompt(minichain.TemplatePrompt):
+    template_file = "bash.pmpt.tpl"
+
+    def parse(self, out: str, inp):
+        out = out.strip()
+        assert out.startswith("```bash")
+        return out.split("\n")[1:-1]
+
+
+# Prompt that runs the bash command.
+
+
+class BashPrompt(minichain.Prompt):
+    def prompt(self, inp) -> str:
+        return ";".join(inp).replace("\n", "")
+
+    def parse(self, out: str, inp) -> str:
+        return out
+
+
+# Generate and run bash command.
+
+with minichain.start_chain("bash") as backend:
+    question = (
+        '"go up one directory, and then into the minichain directory,'
+        'and list the files in the directory"'
+    )
+    prompt = CLIPrompt(backend.OpenAI()).chain(BashPrompt(backend.BashProcess()))
+    result = prompt({"question": question})
+    print(result)
+
+# View the prompts.
+
+# + tags=["hide_inp"]
+CLIPrompt().show(
+    {"question": "list the files in the directory"}, """```bash\nls\n```"""
+)
+# -
+
+
+# + tags=["hide_inp"]
+BashPrompt().show(["ls", "cat file.txt"], "hello")
+# -
+
+# View the run log.
+
+minichain.show_log("bash.log")

bash.pmpt.tpl

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+If someone asks you to perform a task, your job is to come up with a series of bash commands that will perform the task. There is no need to put "#!/bin/bash" in your answer. Make sure to reason step by step, using this format:
+
+Question: "copy the files in the directory named 'target' into a new directory at the same level as target called 'myNewDirectory'"
+
+I need to take the following actions:
+- List all files in the directory
+- Create a new directory
+- Copy the files from the first directory into the second directory
+```bash
+ls
+mkdir myNewDirectory
+cp -r target/* myNewDirectory
+```
+
+That is the format. Begin!
+
+Question: {{question}}

requirements.txt

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+gradio
+git+https://github.com/srush/minichain
+manifest-ml