quelch 0.8.0

Ingest data from Jira, Confluence, and more directly into Azure AI Search
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227

use anyhow::{Context, Result};
use colored::Colorize;

use crate::azure::SearchClient;
use crate::config::Config;
use crate::text::truncate_for_display;

/// Run a semantic search across configured indexes.
pub async fn run_search(
    config: &Config,
    query: &str,
    index_filter: Option<&str>,
    top: usize,
    json_output: bool,
) -> Result<()> {
    let azure = SearchClient::new(&config.azure.endpoint, &config.azure.api_key);

    // Collect unique indexes to search
    let mut indexes: Vec<(&str, &str)> = Vec::new(); // (index_name, source_type)
    let mut seen = std::collections::HashSet::new();
    for source in &config.sources {
        let idx = source.index();
        if seen.insert(idx.to_string()) {
            if index_filter.is_some_and(|filter| idx != filter) {
                continue;
            }
            let source_type = match source {
                crate::config::SourceConfig::Jira(_) => "jira",
                crate::config::SourceConfig::Confluence(_) => "confluence",
            };
            indexes.push((idx, source_type));
        }
    }

    if indexes.is_empty() {
        if let Some(filter) = index_filter {
            anyhow::bail!("No configured index matches '{filter}'");
        }
        anyhow::bail!("No indexes configured");
    }

    for (index_name, _source_type) in &indexes {
        let semantic_config = format!("{index_name}-semantic-config");

        let result = azure
            .search(index_name, query, &semantic_config, top)
            .await
            .with_context(|| format!("search failed for index '{index_name}'"))?;

        if json_output {
            println!(
                "{}",
                serde_json::to_string_pretty(&result).unwrap_or_default()
            );
        } else {
            print_results(index_name, query, &result);
        }
    }

    Ok(())
}

fn print_results(index_name: &str, query: &str, result: &serde_json::Value) {
    let total = result
        .get("@odata.count")
        .and_then(|v| v.as_u64())
        .unwrap_or(0);

    println!();
    println!(
        "{}  {}",
        format!("# {index_name}").bold().cyan(),
        format!("({total} total matches)").dimmed()
    );
    println!("{}", format!("  Query: \"{query}\"").dimmed());

    // Print extractive answers if present
    if let Some(answers) = result
        .get("@search.answers")
        .and_then(|a| a.as_array())
        .filter(|a| !a.is_empty())
    {
        println!();
        println!("  {}", "## Direct Answers".bold().green());
        for (i, answer) in answers.iter().enumerate() {
            let key = answer.get("key").and_then(|v| v.as_str()).unwrap_or("?");
            let score = answer.get("score").and_then(|v| v.as_f64()).unwrap_or(0.0);
            let text = answer.get("text").and_then(|v| v.as_str()).unwrap_or("");

            // Truncate text for display
            let preview = truncate_for_display(text, 600);

            println!();
            println!(
                "  {}  {}",
                format!("  {}.", i + 1).bold().yellow(),
                key.bold()
            );
            println!("     {} {:.0}%", "Score:".dimmed(), score * 100.0);
            println!("     {}", preview.dimmed());
        }
    }

    // Print ranked results
    if let Some(values) = result.get("value").and_then(|v| v.as_array()) {
        println!();
        println!("  {}", "## Results".bold().white());

        for (i, doc) in values.iter().enumerate() {
            let reranker = doc
                .get("@search.rerankerScore")
                .and_then(|v| v.as_f64())
                .unwrap_or(0.0);

            // Determine display based on source type
            let source_type = doc
                .get("source_type")
                .and_then(|v| v.as_str())
                .unwrap_or("unknown");

            let (title, subtitle, url) = match source_type {
                "jira" => {
                    let key = doc.get("issue_key").and_then(|v| v.as_str()).unwrap_or("?");
                    let summary = doc.get("summary").and_then(|v| v.as_str()).unwrap_or("");
                    let status = doc.get("status").and_then(|v| v.as_str()).unwrap_or("");
                    let assignee = doc.get("assignee").and_then(|v| v.as_str()).unwrap_or("");
                    let issue_type = doc.get("issue_type").and_then(|v| v.as_str()).unwrap_or("");
                    let url = doc.get("url").and_then(|v| v.as_str()).unwrap_or("");

                    let title = format!("[{key}] {summary}");
                    let subtitle = format!("{issue_type} | {status} | {assignee}");
                    (title, subtitle, url.to_string())
                }
                "confluence" => {
                    let page_title = doc
                        .get("page_title")
                        .and_then(|v| v.as_str())
                        .unwrap_or("?");
                    let heading = doc
                        .get("chunk_heading")
                        .and_then(|v| v.as_str())
                        .unwrap_or("");
                    let space = doc.get("space_key").and_then(|v| v.as_str()).unwrap_or("");
                    let url = doc.get("url").and_then(|v| v.as_str()).unwrap_or("");

                    let title = if heading.is_empty() {
                        page_title.to_string()
                    } else {
                        format!("{page_title} > {heading}")
                    };
                    let subtitle = format!("Space: {space}");
                    (title, subtitle, url.to_string())
                }
                _ => {
                    let id = doc.get("id").and_then(|v| v.as_str()).unwrap_or("?");
                    (id.to_string(), String::new(), String::new())
                }
            };

            // Caption/snippet from semantic ranker
            let caption = doc
                .get("@search.captions")
                .and_then(|c| c.as_array())
                .and_then(|arr| arr.first())
                .and_then(|cap| cap.get("text"))
                .and_then(|t| t.as_str())
                .unwrap_or("");

            let snippet = truncate_for_display(caption, 800);

            println!();
            println!(
                "  {}  {}",
                format!("  {}.", i + 1).bold().yellow(),
                title.bold()
            );
            if !subtitle.is_empty() {
                println!("     {}", subtitle.dimmed());
            }
            println!(
                "     {} {:.2}  {}",
                "Relevance:".dimmed(),
                reranker,
                format_relevance_bar(reranker)
            );
            if !url.is_empty() {
                println!(
                    "     {} {}",
                    "URL:".dimmed(),
                    terminal_hyperlink(&url, &url)
                );
            }
            if !snippet.is_empty() {
                // Strip <em> tags from highlights and display
                let clean = snippet.replace("<em>", "").replace("</em>", "");
                println!("     {}", clean.dimmed());
            }
        }
    }

    println!();
}

/// Create a clickable terminal hyperlink using OSC 8 escape sequence.
/// Supported by iTerm2, Windows Terminal, GNOME Terminal, and most modern terminals.
fn terminal_hyperlink(url: &str, text: &str) -> String {
    format!("\x1b]8;;{url}\x1b\\{text}\x1b]8;;\x1b\\")
}

/// Render a relevance bar using unicode blocks.
/// Green = high relevance, orange = medium, red = low.
fn format_relevance_bar(score: f64) -> String {
    // Normalize score to 0-10 range (reranker scores typically 0-4)
    let normalized = (score / 4.0 * 10.0).clamp(0.0, 10.0) as usize;
    let filled = "\u{2588}".repeat(normalized);
    let empty = "\u{2591}".repeat(10 - normalized);

    // Use ANSI 256-color for orange (color 208) in the mid range
    if normalized >= 7 {
        format!("{}{}", filled.green(), empty.dimmed())
    } else if normalized >= 4 {
        // Orange (ANSI 256 color 208)
        format!("\x1b[38;5;208m{}\x1b[0m{}", filled, empty.dimmed())
    } else {
        format!("{}{}", filled.red(), empty.dimmed())
    }
}