Added: Examples in JSON format and Updated: Docs for method-2 (addition of data to vector search)

README.md

@@ -530,7 +530,12 @@ vector_store.add_item(
 )
 ```
 
-#### Method 2: Adding Multiple Examples from JSON Files
+### Method 2: Adding Multiple Examples from JSON Files
+
+First, ensure you have the required dependencies:
+```bash
+pip install qdrant-client openai
+```
 
 Place JSON files in the appropriate directories:
 
@@ -551,8 +556,7 @@ Format for project examples (with optional `project_files` field):
 ```
 
 Format for error examples:
-
-```
+```json
 {
   "error": "Rust compiler error message",
   "solution": "How to fix the error",
@@ -620,3 +624,5 @@ Licensed under [GPLv3](https://www.gnu.org/licenses/gpl-3.0.en.html).
 
 
 
+
+

data/error_examples/borrow_checker_error.json

@@ -0,0 +1,6 @@
+{
+  "error": "error[E0502]: cannot borrow `v` as mutable because it is also borrowed as immutable",
+  "solution": "Move the immutable borrow into a separate scope to ensure it ends before the mutable borrow begins",
+  "context": "This error occurs when trying to mutably borrow a value while an immutable borrow is still active. The Rust borrow checker prevents this to ensure memory safety.",
+  "example": "// Before (error)\nfn main() {\n    let mut v = vec![1, 2, 3];\n    let first = &v[0];\n    v.push(4); // Error: cannot borrow `v` as mutable\n    println!(\"{}\", first);\n}\n\n// After (fixed)\nfn main() {\n    let mut v = vec![1, 2, 3];\n    {\n        let first = &v[0];\n        println!(\"{}\", first);\n    } // immutable borrow ends here\n    v.push(4); // Now it's safe to borrow mutably\n}"
+}

data/error_examples/missing_lifetime.json

@@ -0,0 +1,6 @@
+{
+  "error": "error[E0106]: missing lifetime specifier",
+  "context": "This error occurs when you return a reference from a function without specifying a lifetime parameter",
+  "solution": "Add a lifetime parameter to the function signature and any references that need it",
+  "example": "// Before (error)\nfn longest(x: &str, y: &str) -> &str {\n    if x.len() > y.len() { x } else { y }\n}\n\n// After (fixed)\nfn longest<'a>(x: &'a str, y: &'a str) -> &'a str {\n    if x.len() > y.len() { x } else { y }\n}"
+}

data/error_examples/missing_trait_bound.json

@@ -0,0 +1,6 @@
+{
+  "error": "error[E0277]: the trait bound `T: std::fmt::Display` is not satisfied",
+  "solution": "Add a trait bound to the generic parameter to ensure it implements the required trait",
+  "context": "This error occurs when using a generic type with a function that requires specific traits, but the generic parameter doesn't specify those trait bounds.",
+  "example": "// Before (error)\nfn print_item<T>(item: T) {\n    println!(\"{}\", item); // Error: `T` might not implement `Display`\n}\n\n// After (fixed)\nfn print_item<T: std::fmt::Display>(item: T) {\n    println!(\"{}\", item); // Now we know T implements Display\n}\n\n// Alternative fix using where clause\nfn print_item<T>(item: T) \nwhere\n    T: std::fmt::Display,\n{\n    println!(\"{}\", item);\n}"
+}

data/error_examples/trait_bound.json

@@ -0,0 +1,6 @@
+{
+  "error": "error[E0277]: the trait bound `T: std::fmt::Display` is not satisfied",
+  "context": "This error occurs when trying to use a generic type without specifying that it needs to implement a required trait",
+  "solution": "Add the necessary trait bound to the generic type parameter",
+  "example": "// Before (error)\nfn print_item<T>(item: T) {\n    println!(\"{}\", item);\n}\n\n// After (fixed)\nfn print_item<T: std::fmt::Display>(item: T) {\n    println!(\"{}\", item);\n}"
+}

data/project_examples/calculator.json

@@ -0,0 +1,9 @@
+{
+  "query": "Create a command-line calculator in Rust",
+  "example": "A simple calculator that can add, subtract, multiply and divide numbers",
+  "project_files": {
+    "src/main.rs": "use std::io;\n\nfn main() {\n    println!(\"Simple Calculator\");\n    println!(\"Enter an expression (e.g., 5 + 3):\");\n    \n    let mut input = String::new();\n    io::stdin().read_line(&mut input).expect(\"Failed to read line\");\n    \n    let parts: Vec<&str> = input.trim().split_whitespace().collect();\n    \n    if parts.len() != 3 {\n        println!(\"Invalid expression! Please use format: number operator number\");\n        return;\n    }\n    \n    let a: f64 = match parts[0].parse() {\n        Ok(num) => num,\n        Err(_) => {\n            println!(\"First value is not a valid number\");\n            return;\n        }\n    };\n    \n    let operator = parts[1];\n    \n    let b: f64 = match parts[2].parse() {\n        Ok(num) => num,\n        Err(_) => {\n            println!(\"Second value is not a valid number\");\n            return;\n        }\n    };\n    \n    let result = match operator {\n        \"+\" => a + b,\n        \"-\" => a - b,\n        \"*\" => a * b,\n        \"/\" => {\n            if b == 0.0 {\n                println!(\"Error: Division by zero\");\n                return;\n            }\n            a / b\n        },\n        _ => {\n            println!(\"Unknown operator: {}\", operator);\n            return;\n        }\n    };\n    \n    println!(\"Result: {} {} {} = {}\", a, operator, b, result);\n}",
+    "Cargo.toml": "[package]\nname = \"calculator\"\nversion = \"0.1.0\"\nedition = \"2021\"\n\n[dependencies]\n",
+    "README.md": "# Command-Line Calculator\n\nA simple Rust command-line calculator that supports basic arithmetic operations.\n\n## Usage\n\nRun the program and enter expressions in the format `number operator number`, such as:\n\n```\n5 + 3\n10 - 2\n4 * 7\n9 / 3\n```\n\nSupported operators: +, -, *, /"
+  }
+}

data/project_examples/markdown_parser.json

@@ -0,0 +1,8 @@
+{
+  "query": "How to build a markdown parser in Rust",
+  "example": "A Rust implementation of a basic markdown parser that handles headers, bold, italic, and links",
+  "project_files": {
+    "Cargo.toml": "[package]\nname = \"rust-markdown-parser\"\nversion = \"0.1.0\"\nedition = \"2021\"\n\n[dependencies]\nregex = \"1.5\"",
+    "src/main.rs": "use std::fs;\nuse regex::Regex;\n\nstruct MarkdownParser {\n    input: String,\n}\n\nimpl MarkdownParser {\n    fn new(input: String) -> Self {\n        MarkdownParser { input }\n    }\n\n    fn parse_headers(&self) -> String {\n        let header_regex = Regex::new(r\"^(#{1,6})\\s+(.+)$\").unwrap();\n        let mut output = self.input.clone();\n\n        for line in self.input.lines() {\n            if let Some(captures) = header_regex.captures(line) {\n                let level = captures.get(1).unwrap().as_str().len();\n                let text = captures.get(2).unwrap().as_str();\n                let html_header = format!(\"<h{}>{}</h{}>\", level, text, level);\n                output = output.replace(line, &html_header);\n            }\n        }\n        output\n    }\n\n    fn parse_bold_italic(&self, html: String) -> String {\n        let bold_regex = Regex::new(r\"\\*\\*(.*?)\\*\\*\").unwrap();\n        let italic_regex = Regex::new(r\"\\*(.*?)\\*\").unwrap();\n\n        let bold_html = bold_regex.replace_all(&html, \"<strong>$1</strong>\");\n        let italic_html = italic_regex.replace_all(&bold_html, \"<em>$1</em>\");\n        \n        italic_html.into()\n    }\n\n    fn parse_links(&self, html: String) -> String {\n        let link_regex = Regex::new(r\"\\[([^\\]]+)\\]\\(([^\\)]+)\\)\").unwrap();\n        link_regex.replace_all(&html, \"<a href=\\\"$2\\\">$1</a>\").into()\n    }\n\n    fn parse(&self) -> String {\n        let headers_html = self.parse_headers();\n        let formatted_html = self.parse_bold_italic(headers_html);\n        let final_html = self.parse_links(formatted_html);\n        final_html\n    }\n}\n\nfn main() {\n    let markdown = fs::read_to_string(\"input.md\").expect(\"Could not read file\");\n    let parser = MarkdownParser::new(markdown);\n    let html = parser.parse();\n    fs::write(\"output.html\", html).expect(\"Could not write file\");\n}"
+  }
+}

data/project_examples/web_server.json

@@ -0,0 +1,8 @@
+{
+  "query": "How to build a basic HTTP server in Rust",
+  "example": "A simple Rust HTTP server that can serve static files and handle basic routes",
+  "project_files": {
+    "Cargo.toml": "[package]\nname = \"rust-http-server\"\nversion = \"0.1.0\"\nedition = \"2021\"\n\n[dependencies]\ntokio = { version = \"1\", features = [\"full\"] }\nhyper = { version = \"0.14\", features = [\"full\"] }\nhttp-body = \"0.4\"\nmime = \"0.3\"",
+    "src/main.rs": "use hyper::{Body, Request, Response, Server, Method, StatusCode};\nuse hyper::service::{make_service_fn, service_fn};\nuse std::convert::Infallible;\nuse std::net::SocketAddr;\nuse std::fs;\n\nasync fn handle_request(req: Request<Body>) -> Result<Response<Body>, Infallible> {\n    match (req.method(), req.uri().path()) {\n        (&Method::GET, \"/\") => {\n            let content = fs::read_to_string(\"index.html\")\n                .unwrap_or_else(|_| \"Welcome to Rust HTTP Server\".to_string());\n            Ok(Response::new(Body::from(content)))\n        },\n        (&Method::GET, \"/hello\") => {\n            Ok(Response::new(Body::from(\"Hello from Rust HTTP Server!\")))\n        },\n        (&Method::GET, \"/files\") => {\n            let files: Vec<String> = fs::read_dir(\".\")\n                .unwrap()\n                .filter_map(|entry| {\n                    entry.ok().and_then(|e| \n                        e.file_name().into_string().ok()\n                    )\n                })\n                .collect();\n            \n            let response = serde_json::to_string(&files).unwrap();\n            \n            Ok(Response::new(Body::from(response)))\n        },\n        _ => {\n            let mut response = Response::new(Body::from(\"Not Found\"));\n            *response.status_mut() = StatusCode::NOT_FOUND;\n            Ok(response)\n        }\n    }\n}\n\n#[tokio::main]\nasync fn main() {\n    let addr = SocketAddr::from(([127, 0, 0, 1], 8080));\n    let make_svc = make_service_fn(|_conn| async {\n        Ok::<_, Infallible>(service_fn(handle_request))\n    });\n\n    let server = Server::bind(&addr).serve(make_svc);\n\n    println!(\"Server running on http://{}\", addr);\n\n    if let Err(e) = server.await {\n        eprintln!(\"server error: {}\", e);\n    }\n}"
+  }
+}