sipp-rs 0.1.0

Unified Rust library for extensible Sipp inference
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

use std::sync::Arc;

use crate::engine::{
    ChatRequest, EmbedRequest, EngineEmbeddingResponseFuture, EngineTextResponseFuture,
    EngineTokenBatches, QueryRequest, SippEngine,
};

use crate::client::dispatch::InferenceEndpoint;
use crate::client::{
    map, validate, EndpointCapabilities, EndpointRef, SippChatRequest, SippEmbedRequest,
    SippEmbeddingRun, SippError, SippQueryRequest, SippRequestContext, SippTextRun,
    SippTokenBatches,
};

/////////////////////////////////////////////////////////////////////////////////
/// TESTS
/////////////////////////////////////////////////////////////////////////////////

#[cfg(test)]
#[path = "../tests/client/local_endpoint_tests.rs"]
mod local_endpoint_tests;

/////////////////////////////////////////////////////////////////////////////////
/// SRC
/////////////////////////////////////////////////////////////////////////////////

pub(crate) struct LocalEndpoint {
    endpoint: EndpointRef,
    capabilities: EndpointCapabilities,
    runtime: Arc<dyn LocalRuntime>,
}

struct LocalTextRun {
    tokens: Option<EngineTokenBatches>,
    response: EngineTextResponseFuture,
}

trait LocalRuntime: Send + Sync {
    fn query(&self, request: QueryRequest) -> LocalTextRun;
    fn chat(&self, request: ChatRequest) -> LocalTextRun;
    fn embed(&self, request: EmbedRequest) -> EngineEmbeddingResponseFuture;
}

impl LocalRuntime for SippEngine {
    fn query(&self, request: QueryRequest) -> LocalTextRun {
        let (tokens, response) = SippEngine::query(self, request).into_parts();
        LocalTextRun { tokens, response }
    }

    fn chat(&self, request: ChatRequest) -> LocalTextRun {
        let (tokens, response) = SippEngine::chat(self, request).into_parts();
        LocalTextRun { tokens, response }
    }

    fn embed(&self, request: EmbedRequest) -> EngineEmbeddingResponseFuture {
        SippEngine::embed(self, request).into_response()
    }
}

impl LocalEndpoint {
    pub(crate) fn new(
        endpoint: EndpointRef,
        capabilities: EndpointCapabilities,
        engine: SippEngine,
    ) -> Self {
        Self::from_runtime(endpoint, capabilities, Arc::new(engine))
    }

    fn from_runtime(
        endpoint: EndpointRef,
        capabilities: EndpointCapabilities,
        runtime: Arc<dyn LocalRuntime>,
    ) -> Self {
        Self {
            endpoint,
            capabilities,
            runtime,
        }
    }
}

impl InferenceEndpoint for LocalEndpoint {
    fn endpoint(&self) -> &EndpointRef {
        &self.endpoint
    }

    fn capabilities(&self) -> &EndpointCapabilities {
        &self.capabilities
    }

    fn query_with_context(
        &self,
        context: SippRequestContext,
        request: SippQueryRequest,
    ) -> SippTextRun {
        if let Err(error) = validate::local_query(&request) {
            return SippTextRun::ready_err(error);
        }
        let endpoint = self.endpoint.clone();
        let run = match map::local_query_request(request) {
            Ok(request) => self.runtime.query(request),
            Err(error) => return SippTextRun::ready_err(error),
        };
        SippTextRun::new(
            Box::pin(async move {
                run.response
                    .await
                    .map(|result| map::text_response(endpoint, context.request_id, result))
                    .map_err(SippError::Local)
            }),
            SippTokenBatches::from_engine(run.tokens),
        )
    }

    fn chat_with_context(
        &self,
        context: SippRequestContext,
        request: SippChatRequest,
    ) -> SippTextRun {
        if let Err(error) = validate::local_chat(&request) {
            return SippTextRun::ready_err(error);
        }
        let endpoint = self.endpoint.clone();
        let options = match map::local_chat_options(request.options, request.local) {
            Ok(options) => options,
            Err(error) => return SippTextRun::ready_err(error),
        };
        let run = self.runtime.chat(
            ChatRequest::new(request.messages)
                .options(options)
                .emit_tokens(request.emit_tokens),
        );
        SippTextRun::new(
            Box::pin(async move {
                run.response
                    .await
                    .map(|result| map::text_response(endpoint, context.request_id, result))
                    .map_err(SippError::Local)
            }),
            SippTokenBatches::from_engine(run.tokens),
        )
    }

    fn embed_with_context(
        &self,
        context: SippRequestContext,
        request: SippEmbedRequest,
    ) -> SippEmbeddingRun {
        if let Err(error) = validate::local_embed(&request) {
            return SippEmbeddingRun::ready_err(error);
        }
        let endpoint = self.endpoint.clone();
        let run = self
            .runtime
            .embed(map::local_embed_request(request.input, request.local));
        SippEmbeddingRun::new(Box::pin(async move {
            run.await
                .map(|result| map::embedding_response(endpoint, context.request_id, result))
                .map_err(SippError::Local)
        }))
    }
}