llm-connector 0.3.2

Minimal Rust library for LLM protocol abstraction. Supports 4 protocols (OpenAI, Anthropic, Aliyun, Ollama) with unified interface, and dynamic model discovery.
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

//! Ollama model management trait
//!
//! Extension trait providing simple model management operations for
//! `LlmClient` when using the Ollama protocol.

use crate::error::LlmConnectorError;
use async_trait::async_trait;

/// Model management operations for Ollama
#[async_trait]
pub trait OllamaModelOps {
    fn is_ollama(&self) -> bool;
    fn ensure_ollama(&self) -> Result<(), LlmConnectorError>;

    async fn list_models(&self) -> Result<Vec<String>, LlmConnectorError>;
    async fn pull_model(&self, model_name: &str) -> Result<(), LlmConnectorError>;
    async fn push_model(&self, model_name: &str) -> Result<(), LlmConnectorError>;
    async fn delete_model(&self, model_name: &str) -> Result<(), LlmConnectorError>;
    async fn show_model(&self, model_name: &str) -> Result<crate::protocols::ollama::OllamaModel, LlmConnectorError>;
}

#[async_trait]
impl OllamaModelOps for crate::LlmClient {
    fn is_ollama(&self) -> bool {
        self.protocol_name() == "ollama"
    }

    fn ensure_ollama(&self) -> Result<(), LlmConnectorError> {
        if self.is_ollama() { Ok(()) } else { Err(LlmConnectorError::UnsupportedOperation(
            "Model management is only supported for Ollama protocol".to_string()
        )) }
    }

    async fn list_models(&self) -> Result<Vec<String>, LlmConnectorError> {
        self.ensure_ollama()?;
        if let Some(ollama_provider) = self.provider_dyn().as_any().downcast_ref::<crate::protocols::core::GenericProvider<crate::protocols::ollama::OllamaProtocol>>() {
            let client = reqwest::Client::new();
            ollama_provider.adapter().list_models(&client).await
        } else {
            Err(LlmConnectorError::UnsupportedOperation(
                "Failed to access Ollama protocol".to_string()
            ))
        }
    }

    async fn pull_model(&self, model_name: &str) -> Result<(), LlmConnectorError> {
        self.ensure_ollama()?;
        if let Some(ollama_provider) = self.provider_dyn().as_any().downcast_ref::<crate::protocols::core::GenericProvider<crate::protocols::ollama::OllamaProtocol>>() {
            let client = reqwest::Client::new();
            ollama_provider.adapter().pull_model(&client, model_name).await
        } else {
            Err(LlmConnectorError::UnsupportedOperation(
                "Failed to access Ollama protocol".to_string()
            ))
        }
    }

    async fn push_model(&self, model_name: &str) -> Result<(), LlmConnectorError> {
        self.ensure_ollama()?;
        if let Some(ollama_provider) = self.provider_dyn().as_any().downcast_ref::<crate::protocols::core::GenericProvider<crate::protocols::ollama::OllamaProtocol>>() {
            let client = reqwest::Client::new();
            ollama_provider.adapter().push_model(&client, model_name).await
        } else {
            Err(LlmConnectorError::UnsupportedOperation(
                "Failed to access Ollama protocol".to_string()
            ))
        }
    }

    async fn delete_model(&self, model_name: &str) -> Result<(), LlmConnectorError> {
        self.ensure_ollama()?;
        if let Some(ollama_provider) = self.provider_dyn().as_any().downcast_ref::<crate::protocols::core::GenericProvider<crate::protocols::ollama::OllamaProtocol>>() {
            let client = reqwest::Client::new();
            ollama_provider.adapter().delete_model(&client, model_name).await
        } else {
            Err(LlmConnectorError::UnsupportedOperation(
                "Failed to access Ollama protocol".to_string()
            ))
        }
    }

    async fn show_model(&self, model_name: &str) -> Result<crate::protocols::ollama::OllamaModel, LlmConnectorError> {
        self.ensure_ollama()?;
        if let Some(ollama_provider) = self.provider_dyn().as_any().downcast_ref::<crate::protocols::core::GenericProvider<crate::protocols::ollama::OllamaProtocol>>() {
            let client = reqwest::Client::new();
            ollama_provider.adapter().show_model(&client, model_name).await
        } else {
            Err(LlmConnectorError::UnsupportedOperation(
                "Failed to access Ollama protocol".to_string()
            ))
        }
    }
}