llm 1.3.7

A Rust library unifying multiple LLM backends.
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
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
use clap::Parser;
use colored::*;
use llm::builder::{LLMBackend, LLMBuilder};
use llm::chat::{ChatMessage, ImageMime};
use llm::secret_store::SecretStore;
use rustyline::error::ReadlineError;
use rustyline::DefaultEditor;
use spinners::{Spinner, Spinners};
use std::io::{self, IsTerminal, Read, Write};
use std::str::FromStr;

#[cfg(feature = "logging")]
use env_logger;

/// Command line arguments for the LLM CLI
#[derive(Parser)]
#[clap(
    name = "llm",
    about = "Interactive CLI interface for chatting with LLM providers",
    allow_hyphen_values = true
)]
struct CliArgs {
    /// Command to execute (chat, set, get, delete, default)
    #[arg(index = 1)]
    command: Option<String>,

    /// Provider string in format "provider:model" or secret key for set/get/delete commands
    #[arg(index = 2)]
    provider_or_key: Option<String>,

    /// Initial prompt or secret value for set command
    #[arg(index = 3)]
    prompt_or_value: Option<String>,

    /// LLM provider name
    #[arg(long)]
    provider: Option<String>,

    /// Model name to use
    #[arg(long)]
    model: Option<String>,

    /// System prompt to set context
    #[arg(long)]
    system: Option<String>,

    /// API key for the provider
    #[arg(long)]
    api_key: Option<String>,

    /// Base URL for the API
    #[arg(long)]
    base_url: Option<String>,

    /// Temperature setting (0.0-1.0)
    #[arg(long)]
    temperature: Option<f32>,

    /// Maximum tokens in the response
    #[arg(long)]
    max_tokens: Option<u32>,
}

/// Detects the MIME type of an image from its binary data
///
/// # Arguments
///
/// * `data` - The binary data of the image
///
/// # Returns
///
/// * `Some(ImageMime)` - The detected MIME type if recognized
/// * `None` - If the image format is not recognized
fn detect_image_mime(data: &[u8]) -> Option<ImageMime> {
    if data.starts_with(&[0xFF, 0xD8, 0xFF]) {
        Some(ImageMime::JPEG)
    } else if data.starts_with(&[0x89, 0x50, 0x4E, 0x47]) {
        Some(ImageMime::PNG)
    } else if data.starts_with(&[0x47, 0x49, 0x46]) {
        Some(ImageMime::GIF)
    } else {
        None
    }
}

/// Retrieves provider and model information from various sources
///
/// # Arguments
///
/// * `args` - Command line arguments
///
/// # Returns
///
/// * `Some((provider_name, model_name))` - Provider name and optional model name
/// * `None` - If no provider information could be found
fn get_provider_info(args: &CliArgs) -> Option<(String, Option<String>)> {
    if let Some(default_provider) = SecretStore::new()
        .ok()
        .and_then(|store| store.get_default_provider().cloned())
    {
        let parts: Vec<&str> = default_provider.split(':').collect();
        println!("Default provider: {default_provider}");
        return Some((parts[0].to_string(), parts.get(1).map(|s| s.to_string())));
    }

    if let Some(provider_string) = args.provider_or_key.clone() {
        let parts: Vec<&str> = provider_string.split(':').collect();
        return Some((parts[0].to_string(), parts.get(1).map(|s| s.to_string())));
    }

    args.provider
        .clone()
        .map(|provider| (provider, args.model.clone()))
}

/// Retrieves the appropriate API key for the specified backend
///
/// # Arguments
///
/// * `backend` - The LLM backend to get the API key for
/// * `args` - Command line arguments that may contain an API key
///
/// # Returns
///
/// * `Some(String)` - The API key if found
/// * `None` - If no API key could be found
fn get_api_key(backend: &LLMBackend, args: &CliArgs) -> Option<String> {
    args.api_key.clone().or_else(|| {
        let store = SecretStore::new().ok()?;
        match backend {
            LLMBackend::OpenAI => store
                .get("OPENAI_API_KEY")
                .cloned()
                .or_else(|| std::env::var("OPENAI_API_KEY").ok()),
            LLMBackend::Anthropic => store
                .get("ANTHROPIC_API_KEY")
                .cloned()
                .or_else(|| std::env::var("ANTHROPIC_API_KEY").ok()),
            LLMBackend::DeepSeek => store
                .get("DEEPSEEK_API_KEY")
                .cloned()
                .or_else(|| std::env::var("DEEPSEEK_API_KEY").ok()),
            LLMBackend::XAI => store
                .get("XAI_API_KEY")
                .cloned()
                .or_else(|| std::env::var("XAI_API_KEY").ok()),
            LLMBackend::Google => store
                .get("GOOGLE_API_KEY")
                .cloned()
                .or_else(|| std::env::var("GOOGLE_API_KEY").ok()),
            LLMBackend::Groq => store
                .get("GROQ_API_KEY")
                .cloned()
                .or_else(|| std::env::var("GROQ_API_KEY").ok()),
            LLMBackend::AzureOpenAI => store
                .get("AZURE_OPENAI_API_KEY")
                .cloned()
                .or_else(|| std::env::var("AZURE_OPENAI_API_KEY").ok()),
            LLMBackend::Ollama => None,
            LLMBackend::Phind => None,
            LLMBackend::ElevenLabs => None,
            LLMBackend::Cohere => store
                .get("COHERE_API_KEY")
                .cloned()
                .or_else(|| std::env::var("COHERE_API_KEY").ok()),
            LLMBackend::Mistral => store
                .get("MISTRAL_API_KEY")
                .cloned()
                .or_else(|| std::env::var("MISTRAL_API_KEY").ok()),
            LLMBackend::OpenRouter => store
                .get("OPENROUTER_API_KEY")
                .cloned()
                .or_else(|| std::env::var("OPENROUTER_API_KEY").ok()),
            LLMBackend::HuggingFace => store
                .get("HF_TOKEN")
                .cloned()
                .or_else(|| std::env::var("HF_TOKEN").ok()),
            LLMBackend::AwsBedrock => None,
        }
    })
}

/// Processes input data and creates appropriate chat messages
///
/// # Arguments
///
/// * `input` - Binary input data that might contain an image
/// * `prompt` - Text prompt to include in the message
///
/// # Returns
///
/// * `Vec<ChatMessage>` - Vector of chat messages ready to be sent to the LLM
fn process_input(input: &[u8], prompt: String) -> Vec<ChatMessage> {
    let mut messages = Vec::new();

    if !input.is_empty() && detect_image_mime(input).is_some() {
        let mime = detect_image_mime(input).unwrap();
        messages.push(ChatMessage::user().content(prompt).build());
        messages.push(ChatMessage::user().image(mime, input.to_vec()).build());
    } else if !input.is_empty() {
        let input_str = String::from_utf8_lossy(input);
        messages.push(
            ChatMessage::user()
                .content(format!("{prompt}\n\n{input_str}"))
                .build(),
        );
    } else {
        messages.push(ChatMessage::user().content(prompt).build());
    }

    messages
}

/// Main entry point for the LLM CLI application
///
/// Handles command parsing, provider configuration, and interactive chat functionality.
/// Supports various commands for managing secrets and default providers.
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
    #[cfg(feature = "logging")]
    {
        let _ = env_logger::try_init();
    }
    let args = CliArgs::parse();

    if let Some(cmd) = args.command.as_deref() {
        match cmd {
            "set" => {
                if let (Some(key), Some(value)) = (
                    args.provider_or_key.as_deref(),
                    args.prompt_or_value.as_deref(),
                ) {
                    let mut store = SecretStore::new()?;
                    store.set(key, value)?;
                    println!("{} Secret '{}' has been set.", "".bright_green(), key);
                    return Ok(());
                }
                eprintln!("{} Usage: llm set <key> <value>", "Error:".bright_red());
                return Ok(());
            }
            "get" => {
                if let Some(key) = args.provider_or_key.as_deref() {
                    let store = SecretStore::new()?;
                    match store.get(key) {
                        Some(value) => println!("{key}: {value}"),
                        None => println!("{} Secret '{}' not found", "!".bright_yellow(), key),
                    }
                    return Ok(());
                }
                eprintln!("{} Usage: llm get <key>", "Error:".bright_red());
                return Ok(());
            }
            "delete" => {
                if let Some(key) = args.provider_or_key.as_deref() {
                    let mut store = SecretStore::new()?;
                    store.delete(key)?;
                    println!("{} Secret '{}' has been deleted.", "".bright_green(), key);
                    return Ok(());
                }
                eprintln!("{} Usage: llm delete <key>", "Error:".bright_red());
                return Ok(());
            }
            "chat" => {}
            "default" => {
                if let Some(provider) = args.provider_or_key.as_deref() {
                    let mut store = SecretStore::new()?;
                    store.set_default_provider(provider)?;
                    return Ok(());
                } else if args.prompt_or_value.is_none() {
                    let store = SecretStore::new()?;
                    match store.get_default_provider() {
                        Some(provider) => println!("Default provider: {provider}"),
                        None => println!("{} No default provider set", "!".bright_yellow()),
                    }
                    return Ok(());
                }
                eprintln!(
                    "{} Usage: llm default <provider:model>",
                    "Error:".bright_red()
                );
                return Ok(());
            }
            _ => {}
        }
    }

    let (provider_name, model_name) = get_provider_info(&args)
        .ok_or("No provider specified. Use --provider, provider:model argument, or set a default provider with 'llm default <provider:model>'")?;

    let backend =
        LLMBackend::from_str(&provider_name).map_err(|e| format!("Invalid provider: {e}"))?;

    let mut builder = LLMBuilder::new().backend(backend.clone());

    if let Some(model) = model_name.or(args.model.clone()) {
        builder = builder.model(model);
    }

    if let Some(system) = args.system.clone() {
        builder = builder.system(system);
    }

    if let Some(key) = get_api_key(&backend, &args) {
        builder = builder.api_key(key);
    }

    if let Some(url) = args.base_url.clone() {
        builder = builder.base_url(url);
    }

    if let Some(temp) = args.temperature {
        builder = builder.temperature(temp);
    }

    if let Some(mt) = args.max_tokens {
        builder = builder.max_tokens(mt);
    }

    let provider = builder
        .build()
        .map_err(|e| format!("Failed to build provider: {e}"))?;

    let is_pipe = !io::stdin().is_terminal();

    if is_pipe || args.prompt_or_value.is_some() {
        let mut input = Vec::new();
        io::stdin().read_to_end(&mut input)?;

        let prompt = if let Some(p) = args.prompt_or_value {
            p
        } else {
            String::from_utf8_lossy(&input).to_string()
        };

        let messages = process_input(&input, prompt);

        match provider.chat(&messages).await {
            Ok(response) => {
                if let Some(text) = response.text() {
                    println!("{text}");
                }
            }
            Err(e) => {
                eprintln!("Error: {e}");
            }
        }
        return Ok(());
    }

    println!("{}", "llm - Interactive Chat".bright_cyan());
    println!("Provider: {}", provider_name.bright_green());
    println!("{}", "Type 'exit' to quit".bright_black());
    println!("{}", "".repeat(50).bright_black());

    let mut rl = DefaultEditor::new()?;
    let mut messages: Vec<ChatMessage> = Vec::new();

    loop {
        io::stdout().flush()?;
        let readline = rl.readline("> ");
        match readline {
            Ok(line) => {
                let trimmed = line.trim();
                if trimmed.is_empty() || trimmed.to_lowercase() == "exit" {
                    println!("{}", "👋 Goodbye!".bright_cyan());
                    break;
                }
                let _ = rl.add_history_entry(trimmed);

                let user_message = ChatMessage::user().content(trimmed.to_string()).build();
                messages.push(user_message);

                let mut sp =
                    Spinner::new(Spinners::Dots12, "Thinking...".bright_magenta().to_string());

                match provider.chat(&messages).await {
                    Ok(response) => {
                        sp.stop();
                        print!("\r\x1B[K");
                        if let Some(text) = response.text() {
                            println!("{} {}", "> Assistant:".bright_green(), text);
                            let assistant_message = ChatMessage::assistant().content(text).build();
                            messages.push(assistant_message);
                        } else {
                            println!("{}", "> Assistant: (no response)".bright_red());
                        }
                        println!("{}", "".repeat(50).bright_black());
                    }
                    Err(e) => {
                        sp.stop();
                        eprintln!("{} {}", "Error:".bright_red(), e);
                        println!("{}", "".repeat(50).bright_black());
                    }
                }
            }
            Err(ReadlineError::Interrupted) | Err(ReadlineError::Eof) => {
                println!("\n{}", "👋 Goodbye!".bright_cyan());
                break;
            }
            Err(err) => {
                eprintln!("{} {:?}", "Error:".bright_red(), err);
                break;
            }
        }
    }

    Ok(())
}