Add describe command to provide descriptions of commands and their options

src/commands/describe/mod.rs

@@ -0,0 +1,101 @@
+use clap::Parser;
+use llm_chain::{
+    chains::conversation::Chain,
+    executor,
+    options::{ModelRef, OptionsBuilder},
+    parameters, prompt,
+    prompt::{ChatMessageCollection, Conversation},
+    step::Step,
+};
+use llm_chain_openai::chatgpt::Model;
+use spinners::{Spinner, Spinners};
+use std::env;
+
+#[derive(Debug, Parser)]
+#[clap(name = "describe", about = "Describe a command from the LLM model")]
+pub struct Describe {
+    // The command to search
+    #[clap(help = "The command to describe")]
+    qeury: String,
+}
+
+pub fn few_shot_template(list: Vec<(String, String)>) -> ChatMessageCollection<String> {
+    let mut ret_prompt = Conversation::new();
+
+    for (user, assistant) in &list {
+        ret_prompt = ret_prompt
+            .with_user(user.to_string())
+            .with_assistant(assistant.to_string());
+    }
+
+    ret_prompt
+}
+
+pub async fn handle_describe(describe: Describe) -> Result<(), Box<dyn std::error::Error>> {
+    if env::var("OPENAI_API_KEY").is_err() {
+        println!("Please set your OpenAI API key using the `set key` command.");
+        return Ok(());
+    }
+
+    let mut spinner = Spinner::new(
+        Spinners::Dots9,
+        "Searching description for the command...".into(),
+    );
+
+    let model = ModelRef::from_model_name(Model::Gpt35Turbo.to_string());
+
+    let mut option_builder = OptionsBuilder::new();
+    option_builder.add_option(llm_chain::options::Opt::Model(model));
+    let options = option_builder.build();
+
+    let exec = executor!(chatgpt, options)?;
+
+    let few_shot_examples: Vec<(String, String)> = vec![
+        (
+            "sudo apt-get".to_string(), 
+            "• sudo is used to run a command with elevated rights, typically as the superuser.\n
+            • apt-get is the package management command-line tool on Ubuntu and Debian-based systems.\n\t• It is used to interact with the package repositories and install, upgrade, or remove software packages.\n\t• It requires administrative privileges to perform system-wide package operations.".to_string()
+        ),
+        (
+            "hello world".to_string(), 
+            "The command \"hello world\" is not a valid shell command.".to_string()
+        ),
+        (
+            "docker build -t myapp:latest --path".to_string(), 
+            "• docker build is used to build a Docker image from a Dockerfile.\n\t• -t myapp:latest specifies the name and tag for the resulting image.\n\t\t• myapp is the name of the image.\n\t\t• latest is the tag for the image.\n\t• --path specifies the path to the build context, which is the directory that contains the Dockerfile and any additional files needed for the build.".to_string()
+        ),
+    ];
+
+    let mut conversation = Conversation::new()
+        .with_system(
+            "I want you to act as genertaing a description for the command. You should provide a brief explanation of the command and its arguments.".to_string()
+        );
+
+    let few_shot_prompt = few_shot_template(few_shot_examples);
+
+    conversation.append(few_shot_prompt);
+
+    let conversation =
+        conversation.with_system("Explain the command and its arguments step by step.".to_string());
+
+    let mut chain = Chain::new_with_message_collection(&conversation);
+
+    let step = Step::for_prompt_template(prompt!(
+        user: "{{query}}"
+    ));
+    let parameters = parameters!().with("query", describe.qeury.clone());
+    let res = chain.send_message(step, &parameters, &exec).await?;
+    let res = res.to_immediate().await?.as_content().to_chat().to_string();
+    let res = res.split("Assistant: ").collect::<Vec<&str>>()[1]
+        .to_string()
+        .trim()
+        .to_string();
+
+    spinner.stop_and_persist(
+        "✔",
+        "Finished searching for the command. Here's the description:".to_string(),
+    );
+
+    println!("{}", res);
+    Ok(())
+}

src/commands/mod.rs

@@ -1,3 +1,4 @@
+mod describe;
 mod history;
 mod search;
 mod set;
@@ -9,12 +10,14 @@ pub enum Commands {
     Search(search::Search),
     Set(set::Set),
     History(history::History),
+    Describe(describe::Describe),
 }
 
 pub async fn handle_command(command: Commands) -> Result<(), Box<dyn std::error::Error>> {
     match command {
         Commands::Search(search) => search::handle_search(search).await,
         Commands::Set(set) => set::handle_set(set).await,
         Commands::History(history) => history::handle_history(history).await,
+        Commands::Describe(describe) => describe::handle_describe(describe).await,
     }
 }