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+serde_json = "1.0.145" +tokio = { version = "1.48.0", features = ["full"] } diff --git a/HACKATHON_REVIEW.md b/HACKATHON_REVIEW.md new file mode 100644 index 0000000..0539b50 --- /dev/null +++ b/HACKATHON_REVIEW.md @@ -0,0 +1,56 @@ +# Hackathon Review: noentropy + +## Overall Assessment + +**Score: 8.5/10** + +`noentropy` is a highly effective and impressive hackathon project. Its core concept of using a Large Language Model (LLM) to automate the tedious task of file organization is both innovative and genuinely useful. The project is well-scoped for a hackathon, demonstrating a complete and functional loop from analyzing files to executing a plan. + +### Strengths + +* **High "Wow" Factor:** Demonstrates a practical and intelligent use of AI that solves a common problem. It's the kind of project that gets people excited. +* **Practical Usefulness:** This isn't just a technical demo; it's a tool that people would actually want to use to manage their cluttered "Downloads" folders. +* **Solid Technical Foundation:** The choice of Rust with `tokio` for asynchronous API calls is a good one, showing technical competence. The interaction with the Gemini API is direct and effective. +* **Complete End-to-End Loop:** The program successfully scans files, communicates with an external API, parses the response, and acts on it. + +## Suggested Improvements for a Winning Edge + +This project is already strong, but the following improvements could elevate it from a great project to a potential winner. + +### High-Impact Improvements + +1. **Configuration File for Categories:** + * **Problem:** The file categories (`Images`, `Documents`, etc.) are currently hardcoded in the prompt. This is inflexible. + * **Solution:** Create a `config.toml` file where users can define their own categories and maybe even provide rules (e.g., "all `.jpg` files go to `Photos`"). This would make the tool dramatically more powerful and personalizable. + +2. **Dry-Run Mode:** + * **Problem:** Users, especially first-time users, will be hesitant to run a tool that automatically moves their files without knowing what it's going to do. + * **Solution:** Add a `--dry-run` command-line flag. In this mode, the tool should print out the proposed file movements without actually touching any files. For example: `[DRY RUN] Would move 'report.pdf' to 'Documents/'`. + +3. **Interactive Mode:** + * **Problem:** The current process is fully automated. What if the AI makes a mistake? + * **Solution:** Add an `--interactive` flag. After getting the plan from Gemini, the tool could present the plan to the user and ask for confirmation for each move or for categories of moves. `Move 5 files to 'Images'? [Y/n]`. + +### Technical & Robustness Improvements + +4. **Correct the Model Name:** + * In `src/gemini.rs`, the model `gemini-3-flash-preview` is likely a typo. It should probably be `gemini-1.5-flash-preview` or another valid, available model. + +5. **Robust API Response Parsing:** + * **Problem:** The code manually traverses the JSON response from Gemini. If the API response structure changes even slightly, the program will crash. + * **Solution:** Define Rust structs that mirror the *entire* Gemini API response and use `serde` to deserialize into them. This is far more resilient to API changes. + +6. **Eliminate `.expect()`:** + * **Problem:** The code uses `.expect()` in several places (e.g., for environment variables and creating directories). This can cause the program to panic unexpectedly. + * **Solution:** Replace `.expect()` calls with proper `Result` handling and provide more user-friendly error messages. For example, if the `DOWNLOAD_FOLDER` isn't set, print a clear message telling the user how to set it. + +7. **More Context for the LLM:** + * **Problem:** Sending only filenames might not be enough for accurate categorization. Is `resume.pdf` a document or something else? + * **Solution:** To improve accuracy, consider sending more metadata to Gemini. The prompt could include file size, creation date, or even the first few lines of text for file types like `.txt` or `.md`. (This would require more complex file handling but would make the AI's job easier). + +### Feature Expansion + +8. **Recursive Folder Processing:** + * Add a `--recursive` or `-r` flag to allow the tool to organize files in subdirectories as well, not just the top-level directory. + +By implementing a few of these suggestions, particularly the high-impact ones, `noentropy` could be a truly standout project. Great work! diff --git a/src/files.rs b/src/files.rs new file mode 100644 index 0000000..0aeccff --- /dev/null +++ b/src/files.rs @@ -0,0 +1,76 @@ +use serde::{Deserialize, Serialize}; +use std::{fs, path::Path, path::PathBuf}; + +#[derive(Serialize, Deserialize, Debug)] +pub struct FileCategory { + pub filename: String, + pub category: String, +} + +#[derive(Serialize, Deserialize, Debug)] +pub struct OrganizationPlan { + pub files: Vec, +} + +#[derive(Debug)] +pub struct FileBatch { + pub filenames: Vec, + pub paths: Vec, +} + +impl FileBatch { + /// Reads a directory path and populates lists of all files inside it. + /// It skips sub-directories (does not read recursively). + pub fn from_path(root_path: PathBuf) -> Self { + let mut filenames = Vec::new(); + let mut paths = Vec::new(); + + // Check if the path exists and is a directory + if root_path.is_dir() { + // fs::read_dir returns a Result, so we must handle it + if let Ok(read_dir) = fs::read_dir(&root_path) { + for child in read_dir { + if let Ok(child) = child { + // We only want to list FILES, not sub-folders, + // otherwise we might try to move a folder into a folder + if child.path().is_file() { + filenames.push(child.file_name().to_string_lossy().into_owned()); + paths.push(child.path()); + } + } + } + } + } + + FileBatch { filenames, paths } + } + + /// Helper to get the number of files found + pub fn count(&self) -> usize { + self.filenames.len() + } +} + +pub fn execute_move(base_path: &Path, plan: OrganizationPlan) { + for item in plan.files { + let source = base_path.join(&item.filename); + let target_dir = base_path.join(&item.category); + let target = target_dir.join(&item.filename); + + // 1. Create the category folder if it doesn't exist (e.g., "Downloads/Images") + if !target_dir.exists() { + fs::create_dir_all(&target_dir).expect("Failed to create folder"); + println!("Created folder: {:?}", item.category); + } + + // 2. Move the file + if source.exists() { + match fs::rename(&source, &target) { + Ok(_) => println!("Moved: {} -> {}/", item.filename, item.category), + Err(e) => println!("Failed to move {}: {}", item.filename, e), + } + } else { + println!("Skipping: {} (File not found)", item.filename); + } + } +} diff --git a/src/gemini.rs b/src/gemini.rs new file mode 100644 index 0000000..70c29fb --- /dev/null +++ b/src/gemini.rs @@ -0,0 +1,65 @@ +use crate::files::OrganizationPlan; +use reqwest::Client; +use serde_json::json; + +pub struct GeminiClient { + api_key: String, + client: Client, + base_url: String, +} +impl GeminiClient { + pub fn new(api_key: String) -> Self { + Self { + api_key, + client: Client::new(), + base_url: "https://generativelanguage.googleapis.com/v1beta/models/gemini-3-flash-preview:generateContent".to_string(), + } + } + + /// Takes a list of filenames and asks Gemini to categorize them + pub async fn organize_files( + &self, + filenames: Vec, + ) -> Result> { + let url = format!("{}?key={}", self.base_url, self.api_key); + + // 1. Construct the Prompt + let file_list_str = filenames.join(", "); + let prompt = format!( + "I have these files in my Downloads folder: [{}]. \ + Categorize them into these folders: 'Images', 'Documents', 'Installers', 'Music', 'Archives', 'Code', 'Misc'. \ + Return ONLY a JSON object with this structure: {{ 'files': [ {{ 'filename': 'name', 'category': 'folder' }} ] }}", + file_list_str + ); + + // 2. Build Request with JSON Mode enforced + let request_body = json!({ + "contents": [{ + "parts": [{ "text": prompt }] + }], + "generationConfig": { + "response_mime_type": "application/json" + } + }); + + // 3. Send + let res = self.client.post(&url).json(&request_body).send().await?; + + // 4. Parse + if res.status().is_success() { + let resp_json: serde_json::Value = res.json().await?; + + // Extract the raw JSON string from Gemini + let raw_text = resp_json["candidates"][0]["content"]["parts"][0]["text"] + .as_str() + .ok_or("Failed to get text from Gemini")?; + + // Deserialize into our Rust Struct + let plan: OrganizationPlan = serde_json::from_str(raw_text)?; + Ok(plan) + } else { + let err = res.text().await?; + Err(format!("API Error: {}", err).into()) + } + } +} diff --git a/src/lib.rs b/src/lib.rs new file mode 100644 index 0000000..9be8a09 --- /dev/null +++ b/src/lib.rs @@ -0,0 +1,2 @@ +pub mod files; +pub mod gemini; diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..f15f59b --- /dev/null +++ b/src/main.rs @@ -0,0 +1,42 @@ +use std::path::PathBuf; + +use noentropy::files::FileBatch; +use noentropy::files::OrganizationPlan; +use noentropy::files::execute_move; +use noentropy::gemini::GeminiClient; + +#[tokio::main] +async fn main() -> Result<(), Box> { + dotenv::dotenv().ok(); + let api_key = std::env::var("GEMINI_API_KEY").expect("KEY not set"); + let download_path_var = std::env::var("DOWNLOAD_FOLDER").expect("Set DOWNLOAD_FOLDER={path}"); + + // 1. Setup + let download_path: PathBuf = PathBuf::from(download_path_var.to_string()); + let client: GeminiClient = GeminiClient::new(api_key); + + // 2. Get Files (Using your previous FileBatch logic) + // Assuming FileBatch::from_path returns a struct with .filenames + let batch = FileBatch::from_path(download_path.clone()); + + if batch.filenames.is_empty() { + println!("No files found to organize!"); + return Ok(()); + } + + println!( + "Found {} files. Asking Gemini to organize...", + batch.filenames.len() + ); + + // 3. Call Gemini + let plan: OrganizationPlan = client.organize_files(batch.filenames).await?; + + println!("Gemini Plan received! Moving files..."); + + // 4. Execute + execute_move(&download_path, plan); + + println!("Done!"); + Ok(()) +}