rig-core 0.10.0

An opinionated library for building LLM powered applications.
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
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
use std::{convert::Infallible, str::FromStr};

use crate::OneOrMany;
use serde::{Deserialize, Serialize};
use thiserror::Error;

use super::CompletionError;

// ================================================================
// Message models
// ================================================================

/// A message represents a run of input (user) and output (assistant).
/// Each message type (based on it's `role`) can contain a atleast one bit of content such as text,
///  images, audio, documents, or tool related information. While each message type can contain
///  multiple content, most often, you'll only see one content type per message
///  (an image w/ a description, etc).
///
/// Each provider is responsible with converting the generic message into it's provider specific
///  type using `From` or `TryFrom` traits. Since not every provider supports every feature, the
///  conversion can be lossy (providing an image might be discarded for a non-image supporting
///  provider) though the message being converted back and forth should always be the same.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(tag = "role", rename_all = "lowercase")]
pub enum Message {
    /// User message containing one or more content types defined by `UserContent`.
    User { content: OneOrMany<UserContent> },

    /// Assistant message containing one or more content types defined by `AssistantContent`.
    Assistant {
        content: OneOrMany<AssistantContent>,
    },
}

/// Describes the content of a message, which can be text, a tool result, an image, audio, or
///  a document. Dependent on provider supporting the content type. Multimedia content is generally
///  base64 (defined by it's format) encoded but additionally supports urls (for some providers).
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(tag = "type", rename_all = "lowercase")]
pub enum UserContent {
    Text(Text),
    ToolResult(ToolResult),
    Image(Image),
    Audio(Audio),
    Document(Document),
}

/// Describes responses from a provider which is either text or a tool call.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(untagged)]
pub enum AssistantContent {
    Text(Text),
    ToolCall(ToolCall),
}

/// Tool result content containing information about a tool call and it's resulting content.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct ToolResult {
    pub id: String,
    pub content: OneOrMany<ToolResultContent>,
}

/// Describes the content of a tool result, which can be text or an image.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub enum ToolResultContent {
    Text(Text),
    Image(Image),
}

/// Describes a tool call with an id and function to call, generally produced by a provider.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct ToolCall {
    pub id: String,
    pub function: ToolFunction,
}

/// Describes a tool function to call with a name and arguments, generally produced by a provider.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct ToolFunction {
    pub name: String,
    pub arguments: serde_json::Value,
}

// ================================================================
// Base content models
// ================================================================

/// Basic text content.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct Text {
    pub text: String,
}

/// Image content containing image data and metadata about it.
#[derive(Default, Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct Image {
    pub data: String,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub format: Option<ContentFormat>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub media_type: Option<ImageMediaType>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub detail: Option<ImageDetail>,
}

/// Audio content containing audio data and metadata about it.
#[derive(Default, Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct Audio {
    pub data: String,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub format: Option<ContentFormat>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub media_type: Option<AudioMediaType>,
}

/// Document content containing document data and metadata about it.
#[derive(Default, Clone, Debug, Deserialize, Serialize, PartialEq)]
pub struct Document {
    pub data: String,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub format: Option<ContentFormat>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub media_type: Option<DocumentMediaType>,
}

/// Describes the format of the content, which can be base64 or string.
#[derive(Default, Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum ContentFormat {
    #[default]
    Base64,
    String,
}

/// Helper enum that tracks the media type of the content.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
pub enum MediaType {
    Image(ImageMediaType),
    Audio(AudioMediaType),
    Document(DocumentMediaType),
}

/// Describes the image media type of the content. Not every provider supports every media type.
/// Convertible to and from MIME type strings.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum ImageMediaType {
    JPEG,
    PNG,
    GIF,
    WEBP,
    HEIC,
    HEIF,
    SVG,
}

/// Describes the document media type of the content. Not every provider supports every media type.
/// Includes also programming languages as document types for providers who support code running.
/// Convertible to and from MIME type strings.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum DocumentMediaType {
    PDF,
    TXT,
    RTF,
    HTML,
    CSS,
    MARKDOWN,
    CSV,
    XML,
    Javascript,
    Python,
}

/// Describes the audio media type of the content. Not every provider supports every media type.
/// Convertible to and from MIME type strings.
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum AudioMediaType {
    WAV,
    MP3,
    AIFF,
    AAC,
    OGG,
    FLAC,
}

/// Describes the detail of the image content, which can be low, high, or auto (open-ai specific).
#[derive(Default, Clone, Debug, Deserialize, Serialize, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum ImageDetail {
    Low,
    High,
    #[default]
    Auto,
}

// ================================================================
// Impl. for message models
// ================================================================

impl Message {
    /// This helper method is primarily used to extract the first string prompt from a `Message`.
    /// Since `Message` might have more than just text content, we need to find the first text.
    pub(crate) fn rag_text(&self) -> Option<String> {
        match self {
            Message::User { content } => {
                for item in content.iter() {
                    if let UserContent::Text(Text { text }) = item {
                        return Some(text.clone());
                    }
                }
                None
            }
            _ => None,
        }
    }

    /// Helper constructor to make creating user messages easier.
    pub fn user(text: impl Into<String>) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::text(text)),
        }
    }

    /// Helper constructor to make creating assistant messages easier.
    pub fn assistant(text: impl Into<String>) -> Self {
        Message::Assistant {
            content: OneOrMany::one(AssistantContent::text(text)),
        }
    }
}

impl UserContent {
    /// Helper constructor to make creating user text content easier.
    pub fn text(text: impl Into<String>) -> Self {
        UserContent::Text(text.into().into())
    }

    /// Helper constructor to make creating user image content easier.
    pub fn image(
        data: impl Into<String>,
        format: Option<ContentFormat>,
        media_type: Option<ImageMediaType>,
        detail: Option<ImageDetail>,
    ) -> Self {
        UserContent::Image(Image {
            data: data.into(),
            format,
            media_type,
            detail,
        })
    }

    /// Helper constructor to make creating user audio content easier.
    pub fn audio(
        data: impl Into<String>,
        format: Option<ContentFormat>,
        media_type: Option<AudioMediaType>,
    ) -> Self {
        UserContent::Audio(Audio {
            data: data.into(),
            format,
            media_type,
        })
    }

    /// Helper constructor to make creating user document content easier.
    pub fn document(
        data: impl Into<String>,
        format: Option<ContentFormat>,
        media_type: Option<DocumentMediaType>,
    ) -> Self {
        UserContent::Document(Document {
            data: data.into(),
            format,
            media_type,
        })
    }

    /// Helper constructor to make creating user tool result content easier.
    pub fn tool_result(id: impl Into<String>, content: OneOrMany<ToolResultContent>) -> Self {
        UserContent::ToolResult(ToolResult {
            id: id.into(),
            content,
        })
    }
}

impl AssistantContent {
    /// Helper constructor to make creating assistant text content easier.
    pub fn text(text: impl Into<String>) -> Self {
        AssistantContent::Text(text.into().into())
    }

    /// Helper constructor to make creating assistant tool call content easier.
    pub fn tool_call(
        id: impl Into<String>,
        name: impl Into<String>,
        arguments: serde_json::Value,
    ) -> Self {
        AssistantContent::ToolCall(ToolCall {
            id: id.into(),
            function: ToolFunction {
                name: name.into(),
                arguments,
            },
        })
    }
}

impl ToolResultContent {
    /// Helper constructor to make creating tool result text content easier.
    pub fn text(text: impl Into<String>) -> Self {
        ToolResultContent::Text(text.into().into())
    }

    /// Helper constructor to make creating tool result image content easier.
    pub fn image(
        data: impl Into<String>,
        format: Option<ContentFormat>,
        media_type: Option<ImageMediaType>,
        detail: Option<ImageDetail>,
    ) -> Self {
        ToolResultContent::Image(Image {
            data: data.into(),
            format,
            media_type,
            detail,
        })
    }
}

/// Trait for converting between MIME types and media types.
pub trait MimeType {
    fn from_mime_type(mime_type: &str) -> Option<Self>
    where
        Self: Sized;
    fn to_mime_type(&self) -> &'static str;
}

impl MimeType for MediaType {
    fn from_mime_type(mime_type: &str) -> Option<Self> {
        ImageMediaType::from_mime_type(mime_type)
            .map(MediaType::Image)
            .or_else(|| {
                DocumentMediaType::from_mime_type(mime_type)
                    .map(MediaType::Document)
                    .or_else(|| AudioMediaType::from_mime_type(mime_type).map(MediaType::Audio))
            })
    }

    fn to_mime_type(&self) -> &'static str {
        match self {
            MediaType::Image(media_type) => media_type.to_mime_type(),
            MediaType::Audio(media_type) => media_type.to_mime_type(),
            MediaType::Document(media_type) => media_type.to_mime_type(),
        }
    }
}

impl MimeType for ImageMediaType {
    fn from_mime_type(mime_type: &str) -> Option<Self> {
        match mime_type {
            "image/jpeg" => Some(ImageMediaType::JPEG),
            "image/png" => Some(ImageMediaType::PNG),
            "image/gif" => Some(ImageMediaType::GIF),
            "image/webp" => Some(ImageMediaType::WEBP),
            "image/heic" => Some(ImageMediaType::HEIC),
            "image/heif" => Some(ImageMediaType::HEIF),
            "image/svg+xml" => Some(ImageMediaType::SVG),
            _ => None,
        }
    }

    fn to_mime_type(&self) -> &'static str {
        match self {
            ImageMediaType::JPEG => "image/jpeg",
            ImageMediaType::PNG => "image/png",
            ImageMediaType::GIF => "image/gif",
            ImageMediaType::WEBP => "image/webp",
            ImageMediaType::HEIC => "image/heic",
            ImageMediaType::HEIF => "image/heif",
            ImageMediaType::SVG => "image/svg+xml",
        }
    }
}

impl MimeType for DocumentMediaType {
    fn from_mime_type(mime_type: &str) -> Option<Self> {
        match mime_type {
            "application/pdf" => Some(DocumentMediaType::PDF),
            "text/plain" => Some(DocumentMediaType::TXT),
            "text/rtf" => Some(DocumentMediaType::RTF),
            "text/html" => Some(DocumentMediaType::HTML),
            "text/css" => Some(DocumentMediaType::CSS),
            "text/md" | "text/markdown" => Some(DocumentMediaType::MARKDOWN),
            "text/csv" => Some(DocumentMediaType::CSV),
            "text/xml" => Some(DocumentMediaType::XML),
            "application/x-javascript" | "text/x-javascript" => Some(DocumentMediaType::Javascript),
            "application/x-python" | "text/x-python" => Some(DocumentMediaType::Python),
            _ => None,
        }
    }

    fn to_mime_type(&self) -> &'static str {
        match self {
            DocumentMediaType::PDF => "application/pdf",
            DocumentMediaType::TXT => "text/plain",
            DocumentMediaType::RTF => "text/rtf",
            DocumentMediaType::HTML => "text/html",
            DocumentMediaType::CSS => "text/css",
            DocumentMediaType::MARKDOWN => "text/markdown",
            DocumentMediaType::CSV => "text/csv",
            DocumentMediaType::XML => "text/xml",
            DocumentMediaType::Javascript => "application/x-javascript",
            DocumentMediaType::Python => "application/x-python",
        }
    }
}

impl MimeType for AudioMediaType {
    fn from_mime_type(mime_type: &str) -> Option<Self> {
        match mime_type {
            "audio/wav" => Some(AudioMediaType::WAV),
            "audio/mp3" => Some(AudioMediaType::MP3),
            "audio/aiff" => Some(AudioMediaType::AIFF),
            "audio/aac" => Some(AudioMediaType::AAC),
            "audio/ogg" => Some(AudioMediaType::OGG),
            "audio/flac" => Some(AudioMediaType::FLAC),
            _ => None,
        }
    }

    fn to_mime_type(&self) -> &'static str {
        match self {
            AudioMediaType::WAV => "audio/wav",
            AudioMediaType::MP3 => "audio/mp3",
            AudioMediaType::AIFF => "audio/aiff",
            AudioMediaType::AAC => "audio/aac",
            AudioMediaType::OGG => "audio/ogg",
            AudioMediaType::FLAC => "audio/flac",
        }
    }
}

impl std::str::FromStr for ImageDetail {
    type Err = ();

    fn from_str(s: &str) -> Result<Self, Self::Err> {
        match s.to_lowercase().as_str() {
            "low" => Ok(ImageDetail::Low),
            "high" => Ok(ImageDetail::High),
            "auto" => Ok(ImageDetail::Auto),
            _ => Err(()),
        }
    }
}

// ================================================================
// FromStr, From<String>, and From<&str> impls
// ================================================================

impl From<String> for Text {
    fn from(text: String) -> Self {
        Text { text }
    }
}

impl From<&str> for Text {
    fn from(text: &str) -> Self {
        text.to_owned().into()
    }
}

impl FromStr for Text {
    type Err = Infallible;

    fn from_str(s: &str) -> Result<Self, Self::Err> {
        Ok(s.into())
    }
}

impl From<String> for Message {
    fn from(text: String) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Text(text.into())),
        }
    }
}

impl From<&str> for Message {
    fn from(text: &str) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Text(text.into())),
        }
    }
}

impl From<Text> for Message {
    fn from(text: Text) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Text(text)),
        }
    }
}

impl From<Image> for Message {
    fn from(image: Image) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Image(image)),
        }
    }
}

impl From<Audio> for Message {
    fn from(audio: Audio) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Audio(audio)),
        }
    }
}

impl From<Document> for Message {
    fn from(document: Document) -> Self {
        Message::User {
            content: OneOrMany::one(UserContent::Document(document)),
        }
    }
}

impl From<String> for ToolResultContent {
    fn from(text: String) -> Self {
        ToolResultContent::text(text)
    }
}

impl From<String> for AssistantContent {
    fn from(text: String) -> Self {
        AssistantContent::text(text)
    }
}

impl From<String> for UserContent {
    fn from(text: String) -> Self {
        UserContent::text(text)
    }
}

// ================================================================
// Error types
// ================================================================

/// Error type to represent issues with converting messages to and from specific provider messages.
#[derive(Debug, Error)]
pub enum MessageError {
    #[error("Message conversion error: {0}")]
    ConversionError(String),
}

impl From<MessageError> for CompletionError {
    fn from(error: MessageError) -> Self {
        CompletionError::RequestError(error.into())
    }
}