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Co-authored-by: Burak Varlı <unexge@gmail.com>
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Original file line number | Diff line number | Diff line change |
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use anyhow::Result; | ||
use async_trait::async_trait; | ||
use aws_sdk_bedrockruntime::operation::converse::ConverseError; | ||
use aws_sdk_bedrockruntime::{types as bedrock, Client}; | ||
use mcp_core::Tool; | ||
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||
use super::base::{Provider, ProviderMetadata, ProviderUsage}; | ||
use super::errors::ProviderError; | ||
use crate::message::Message; | ||
use crate::model::ModelConfig; | ||
use crate::providers::utils::emit_debug_trace; | ||
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// Import the migrated helper functions from providers/formats/bedrock.rs | ||
use super::formats::bedrock::{ | ||
from_bedrock_message, from_bedrock_usage, to_bedrock_message, to_bedrock_tool_config, | ||
}; | ||
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pub const BEDROCK_DOC_LINK: &str = | ||
"https://docs.aws.amazon.com/bedrock/latest/userguide/models-supported.html"; | ||
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pub const BEDROCK_DEFAULT_MODEL: &str = "anthropic.claude-3-5-sonnet-20240620-v1:0"; | ||
pub const BEDROCK_KNOWN_MODELS: &[&str] = &[ | ||
"anthropic.claude-3-5-sonnet-20240620-v1:0", | ||
"anthropic.claude-3-5-sonnet-20241022-v2:0", | ||
]; | ||
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#[derive(Debug, serde::Serialize)] | ||
pub struct BedrockProvider { | ||
#[serde(skip)] | ||
client: Client, | ||
model: ModelConfig, | ||
} | ||
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impl BedrockProvider { | ||
pub fn from_env(model: ModelConfig) -> Result<Self> { | ||
let sdk_config = futures::executor::block_on(aws_config::load_from_env()); | ||
let client = Client::new(&sdk_config); | ||
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Ok(Self { client, model }) | ||
} | ||
} | ||
|
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impl Default for BedrockProvider { | ||
fn default() -> Self { | ||
let model = ModelConfig::new(BedrockProvider::metadata().default_model); | ||
BedrockProvider::from_env(model).expect("Failed to initialize Bedrock provider") | ||
} | ||
} | ||
|
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#[async_trait] | ||
impl Provider for BedrockProvider { | ||
fn metadata() -> ProviderMetadata { | ||
ProviderMetadata::new( | ||
"bedrock", | ||
"Amazon Bedrock", | ||
"Run models through Amazon Bedrock. You may have to set AWS_ACCESS_KEY_ID, AWS_ACCESS_KEY, and AWS_REGION as env vars before configuring.", | ||
BEDROCK_DEFAULT_MODEL, | ||
BEDROCK_KNOWN_MODELS.iter().map(|s| s.to_string()).collect(), | ||
BEDROCK_DOC_LINK, | ||
vec![], | ||
) | ||
} | ||
|
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fn get_model_config(&self) -> ModelConfig { | ||
self.model.clone() | ||
} | ||
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#[tracing::instrument( | ||
skip(self, system, messages, tools), | ||
fields(model_config, input, output, input_tokens, output_tokens, total_tokens) | ||
)] | ||
async fn complete( | ||
&self, | ||
system: &str, | ||
messages: &[Message], | ||
tools: &[Tool], | ||
) -> Result<(Message, ProviderUsage), ProviderError> { | ||
let model_name = &self.model.model_name; | ||
|
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let mut request = self | ||
.client | ||
.converse() | ||
.system(bedrock::SystemContentBlock::Text(system.to_string())) | ||
.model_id(model_name.to_string()) | ||
.set_messages(Some( | ||
messages | ||
.iter() | ||
.map(to_bedrock_message) | ||
.collect::<Result<_>>()?, | ||
)); | ||
|
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if !tools.is_empty() { | ||
request = request.tool_config(to_bedrock_tool_config(tools)?); | ||
} | ||
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let response = request.send().await; | ||
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let response = match response { | ||
Ok(response) => response, | ||
Err(err) => { | ||
return Err(match err.into_service_error() { | ||
ConverseError::AccessDeniedException(err) => { | ||
ProviderError::Authentication(format!("Failed to call Bedrock: {:?}", err)) | ||
} | ||
ConverseError::ThrottlingException(err) => ProviderError::RateLimitExceeded( | ||
format!("Failed to call Bedrock: {:?}", err), | ||
), | ||
ConverseError::ValidationException(err) | ||
if err | ||
.message() | ||
.unwrap_or_default() | ||
.contains("Input is too long for requested model.") => | ||
{ | ||
ProviderError::ContextLengthExceeded(format!( | ||
"Failed to call Bedrock: {:?}", | ||
err | ||
)) | ||
} | ||
ConverseError::ModelErrorException(err) => { | ||
ProviderError::ExecutionError(format!("Failed to call Bedrock: {:?}", err)) | ||
} | ||
err => { | ||
ProviderError::ServerError(format!("Failed to call Bedrock: {:?}", err,)) | ||
} | ||
}); | ||
} | ||
}; | ||
|
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let message = match response.output { | ||
Some(bedrock::ConverseOutput::Message(message)) => message, | ||
_ => { | ||
return Err(ProviderError::RequestFailed( | ||
"No output from Bedrock".to_string(), | ||
)) | ||
} | ||
}; | ||
|
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let usage = response | ||
.usage | ||
.as_ref() | ||
.map(from_bedrock_usage) | ||
.unwrap_or_default(); | ||
|
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let message = from_bedrock_message(&message)?; | ||
|
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// Add debug trace with input context | ||
let debug_payload = serde_json::json!({ | ||
"system": system, | ||
"messages": messages, | ||
"tools": tools | ||
}); | ||
emit_debug_trace( | ||
&self.model, | ||
&debug_payload, | ||
&serde_json::to_value(&message).unwrap_or_default(), | ||
&usage, | ||
); | ||
|
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let provider_usage = ProviderUsage::new(model_name.to_string(), usage); | ||
Ok((message, provider_usage)) | ||
} | ||
} |
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