agentix 0.20.0

Multi-provider LLM client for Rust — streaming, non-streaming, tool calls, MCP, DeepSeek, OpenAI, Anthropic, Gemini
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

use serde::Deserialize;

#[derive(Debug, Deserialize)]
pub struct StreamChunk {
    pub choices: Vec<ChunkChoice>,
    #[serde(default)]
    pub usage: Option<Usage>,
}

#[derive(Debug, Deserialize)]
pub struct ChunkChoice {
    pub delta: Delta,
    pub finish_reason: Option<String>,
}

#[derive(Debug, Deserialize)]
pub struct Delta {
    #[serde(default)]
    pub content: Option<String>,
    #[serde(default)]
    pub reasoning_content: Option<String>,
    #[serde(default)]
    pub tool_calls: Option<Vec<DeltaToolCall>>,
}

#[derive(Debug, Deserialize)]
pub struct DeltaToolCall {
    pub index: u32,
    #[serde(default)]
    pub id: Option<String>,
    #[serde(default)]
    pub function: Option<DeltaFunctionCall>,
}

#[derive(Debug, Deserialize)]
pub struct DeltaFunctionCall {
    #[serde(default)]
    pub name: Option<String>,
    #[serde(default)]
    pub arguments: Option<String>,
}

#[derive(Debug, Deserialize)]
pub struct PromptTokensDetails {
    #[serde(default)]
    pub cached_tokens: u32,
}

#[derive(Debug, Deserialize)]
pub struct Usage {
    pub prompt_tokens: u32,
    pub completion_tokens: u32,
    pub total_tokens: u32,
    #[serde(default)]
    pub prompt_tokens_details: Option<PromptTokensDetails>,
}

impl From<Usage> for crate::types::UsageStats {
    fn from(u: Usage) -> Self {
        Self {
            prompt_tokens: u.prompt_tokens as usize,
            completion_tokens: u.completion_tokens as usize,
            total_tokens: u.total_tokens as usize,
            cache_read_tokens: u
                .prompt_tokens_details
                .map(|d| d.cached_tokens as usize)
                .unwrap_or(0),
            ..Default::default()
        }
    }
}

// ── Non-streaming response ────────────────────────────────────────────────────

#[derive(Debug, Deserialize)]
pub struct CompleteResponse {
    pub choices: Vec<CompleteChoice>,
    #[serde(default)]
    pub usage: Option<Usage>,
}

#[derive(Debug, Deserialize)]
pub struct CompleteChoice {
    pub message: CompleteMessage,
    pub finish_reason: Option<String>,
}

#[derive(Debug, Deserialize)]
pub struct CompleteMessage {
    #[serde(default)]
    pub content: Option<String>,
    #[serde(default)]
    pub reasoning_content: Option<String>,
    #[serde(default)]
    pub tool_calls: Option<Vec<CompleteToolCall>>,
}

#[derive(Debug, Deserialize)]
pub struct CompleteToolCall {
    pub id: String,
    pub function: CompleteFunctionCall,
}

#[derive(Debug, Deserialize)]
pub struct CompleteFunctionCall {
    pub name: String,
    pub arguments: String,
}