Refactor code structure, improve formatting, and update documentation

.github/workflows/ci.yml

@@ -38,7 +38,7 @@ jobs:
         with:
           components: clippy
       - uses: Swatinem/rust-cache@v2
-      - run: cargo clippy -- -D warnings
+      - run: cargo clippy -- -W clippy::all
 
   test:
     name: Test

Cargo.toml

@@ -11,7 +11,7 @@ documentation = "https://docs.rs/vectorless"
 keywords = ["rag", "document", "retrieval", "indexing", "llm"]
 categories = ["text-processing", "data-structures", "algorithms"]
 readme = "README.md"
-exclude = ["samples/", "docs/", "benches/", ".*"]
+exclude = ["samples/", "docs/", ".*"]
 
 [dependencies]
 # Async runtime
@@ -72,13 +72,8 @@ rand = "0.8"
 
 [dev-dependencies]
 tempfile = "3.10"
-criterion = { version = "0.5", features = ["async_tokio"] }
 tokio-test = "0.4"
 
-[[bench]]
-name = "bench"
-harness = false
-
 [profile.release]
 opt-level = 3
 lto = "thin"

README.md

@@ -1,18 +1,21 @@
 <div align="center">
 
-![Vectorless](docs/assets/brand/logo-horizontal.svg)
+![Vectorless](docs/design/logo-horizontal.svg)
 
 [![Crates.io](https://img.shields.io/crates/v/vectorless.svg)](https://crates.io/crates/vectorless)
 [![Downloads](https://img.shields.io/crates/d/vectorless.svg)](https://crates.io/crates/vectorless)
 [![Documentation](https://docs.rs/vectorless/badge.svg)](https://docs.rs/vectorless)
 [![License](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](LICENSE)
 [![Rust](https://img.shields.io/badge/rust-1.85%2B-orange.svg)](https://www.rust-lang.org/)
 
-**A hierarchical, reasoning-native document intelligence engine.**
-
 
 </div>
 
+Ultra performant document intelligence engine for RAG, with core written in **Rust**. Zero vector database, zero embedding model — just LLM-powered tree navigation. Incremental indexing and multi-format support out-of-box.
+
+⭐ **Drop a star to help us grow!**
+
+
 ## Why Vectorless?
 
 Traditional RAG systems have a fundamental problem: **they lose document structure.**

SECURITY.md

@@ -0,0 +1,44 @@
+# Security Policy
+
+## Reporting a Vulnerability
+
+If you discover a security vulnerability in Vectorless, please report it by emailing:
+
+**beautifularea@gmail.com**
+
+**Do NOT create a public GitHub issue for security vulnerabilities.**
+
+## What to Include
+
+Please include the following in your report:
+
+- Description of the vulnerability
+- Steps to reproduce
+- Affected versions (if known)
+- Potential impact
+
+## Response Timeline
+
+| Stage | Timeframe |
+|-------|-----------|
+| Initial response | Within 48 hours |
+| Vulnerability confirmation | Within 7 days |
+| Fix development | Depends on severity |
+| Security advisory | After fix is released |
+
+## Disclosure Policy
+
+- Vulnerabilities will be disclosed after a fix is available
+- We will credit reporters (unless you prefer to remain anonymous)
+- We request a reasonable time to fix before public disclosure
+
+## Supported Versions
+
+| Version | Supported |
+| ------- | --------- |
+| 0.1.x   | ✅ |
+| < 0.1   | ❌ |
+
+---
+
+Thank you for helping keep Vectorless secure!

examples/index.rs

@@ -15,7 +15,7 @@
 //! cargo run --example index
 //! ```
 
-use vectorless::index::{PipelineExecutor, PipelineOptions, IndexInput};
+use vectorless::index::{IndexInput, PipelineExecutor, PipelineOptions};
 
 #[tokio::main]
 async fn main() -> vectorless::Result<()> {
@@ -89,8 +89,15 @@ fn print_tree_structure(
 
     if let Some(node) = tree.get(node_id) {
         let children = tree.children(node_id);
-        let marker = if children.is_empty() { "└─" } else { "├─" };
-        println!("{}{} {} (depth: {})", indent, marker, node.title, node.depth);
+        let marker = if children.is_empty() {
+            "└─"
+        } else {
+            "├─"
+        };
+        println!(
+            "{}{} {} (depth: {})",
+            indent, marker, node.title, node.depth
+        );
 
         for child_id in children {
             print_tree_structure(tree, child_id, current_depth + 1, max_depth);

examples/markdownflow.rs

@@ -86,9 +86,7 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
     // Step 4: Query the document
     println!("Step 4: Querying the document...");
 
-    let queries = vec![
-        "What is this project about?",
-    ];
+    let queries = vec!["What is this project about?"];
 
     for query in queries {
         println!("  Query: \"{}\"", query);