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//! REST API for RAG System (Phase 8)
//!
//! Provides comprehensive HTTP endpoints for all Phase 7 features including:
//! - Query processing with optional streaming
//! - Hybrid search configuration
//! - Conversation management
//! - Batch processing
//! - Tool execution
//! - Cache management
//!
//! # Features
//!
//! - Async request handling with Axum
//! - JSON request/response validation
//! - Error handling with proper HTTP status codes
//! - OpenAPI/Swagger compatible types
//! - CORS support for cross-origin requests
use std::sync::Arc;
use axum::{
extract::{Json, Path, State},
http::StatusCode,
response::{IntoResponse, Response},
routing::{get, post},
Router,
};
use serde::{Deserialize, Serialize};
use tokio::sync::RwLock;
use crate::{
agent::{AgentResponse, RagAgent},
batch_processing::{BatchAgent, BatchJob, BatchQuery},
caching::ResponseCache,
conversations::ConversationAgent,
error::{RagError, Result},
query_optimization::QueryOptimizer,
retrieval::SearchResult,
};
/// API server state containing core RAG components
#[derive(Clone)]
pub struct ApiState {
pub agent: Arc<RagAgent>,
pub cache: Arc<ResponseCache>,
pub optimizer: Arc<QueryOptimizer>,
pub conversation: Arc<RwLock<ConversationAgent>>,
pub batch_agent: Arc<BatchAgent>,
}
/// Query request with optional context
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QueryRequest {
/// The user's question
pub query: String,
/// Optional conversation context for follow-up questions
pub conversation_context: Option<String>,
/// Whether to use hybrid search (default: true)
#[serde(default = "default_hybrid_search")]
pub use_hybrid_search: bool,
/// Number of results to retrieve (default: 5)
#[serde(default = "default_num_results")]
pub num_results: usize,
}
fn default_hybrid_search() -> bool {
true
}
fn default_num_results() -> usize {
5
}
/// Query response with metadata
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QueryResponse {
/// The generated answer
pub answer: String,
/// Retrieved source documents
pub sources: Vec<SearchResult>,
/// Confidence score (0.0-1.0)
pub confidence: f32,
/// Processing context
pub context: String,
/// Whether result was from cache
#[serde(skip_serializing_if = "std::option::Option::is_none")]
pub from_cache: Option<bool>,
}
/// Batch query for parallel processing
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BatchQueryRequest {
/// Individual queries in the batch
pub queries: Vec<String>,
/// Maximum concurrent queries (default: 5)
#[serde(default = "default_max_concurrent")]
pub max_concurrent: usize,
/// Timeout per query in seconds (default: 30)
#[serde(default = "default_timeout_secs")]
pub timeout_secs: u64,
}
fn default_max_concurrent() -> usize {
5
}
fn default_timeout_secs() -> u64 {
30
}
/// Batch processing response
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BatchResponse {
/// Job ID for tracking
pub job_id: String,
/// Individual query results
pub results: Vec<QueryResponse>,
/// Batch statistics
pub stats: BatchStats,
}
/// Batch processing statistics
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BatchStats {
/// Total queries in batch
pub total_queries: usize,
/// Successfully processed queries
pub successful_queries: usize,
/// Failed queries
pub failed_queries: usize,
/// Success rate as percentage
pub success_rate: f32,
/// Total processing time in milliseconds
pub total_duration_ms: u64,
}
/// Conversation turn request
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationRequest {
/// The user's message
pub message: String,
/// Conversation ID for tracking
pub conversation_id: String,
}
/// Conversation turn response
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConversationResponse {
/// Agent's response
pub response: String,
/// Updated conversation context
pub context: String,
/// Follow-up suggestions
#[serde(skip_serializing_if = "Option::is_none")]
pub followup_suggestions: Option<Vec<String>>,
}
/// Cache statistics
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CacheStatsResponse {
/// Total items in cache
pub items_in_cache: usize,
/// Cache hit count
pub hits: u64,
/// Cache miss count
pub misses: u64,
/// Hit rate as percentage
pub hit_rate: f32,
}
/// Error response format
#[derive(Debug, Serialize)]
pub struct ErrorResponse {
/// Error message
pub error: String,
/// Error code
pub code: String,
/// HTTP status code
pub status: u16,
}
/// Health check response
#[derive(Debug, Serialize)]
pub struct HealthResponse {
/// Service status
pub status: String,
/// Version information
pub version: String,
/// Component health
pub components: ComponentHealth,
}
/// Component health status
#[derive(Debug, Serialize)]
pub struct ComponentHealth {
/// RAG agent status
pub agent: String,
/// Cache status
pub cache: String,
/// Database connection status
pub database: String,
}
/// Create the REST API router
pub async fn create_router(state: ApiState) -> Router {
Router::new()
// Health and info endpoints
.route("/health", get(health_check))
.route("/info", get(api_info))
// Query endpoints
.route("/query", post(query_handler))
.route("/query/stream", post(stream_handler))
// Batch processing endpoints
.route("/batch", post(batch_handler))
.route("/batch/:job_id", get(batch_status_handler))
// Conversation endpoints
.route("/conversation", post(conversation_handler))
.route(
"/conversation/:conversation_id",
get(conversation_history_handler),
)
// Cache management endpoints
.route("/cache/stats", get(cache_stats_handler))
.route("/cache/clear", post(cache_clear_handler))
// Tool execution endpoints
.route("/tools", get(list_tools_handler))
.route("/tools/:tool_id/execute", post(execute_tool_handler))
.with_state(state)
}
/// Health check endpoint
async fn health_check(State(_state): State<ApiState>) -> impl IntoResponse {
Json(HealthResponse {
status: "healthy".to_string(),
version: env!("CARGO_PKG_VERSION").to_string(),
components: ComponentHealth {
agent: "operational".to_string(),
cache: "operational".to_string(),
database: "operational".to_string(),
},
})
}
/// API information endpoint
async fn api_info() -> impl IntoResponse {
Json(serde_json::json!({
"name": "Provisioning RAG API",
"version": env!("CARGO_PKG_VERSION"),
"description": "REST API for Retrieval-Augmented Generation system",
"endpoints": {
"query": "POST /query",
"streaming": "POST /query/stream",
"batch": "POST /batch",
"conversation": "POST /conversation",
"cache": "GET /cache/stats",
"health": "GET /health"
}
}))
}
/// Query handler for single questions
async fn query_handler(
State(state): State<ApiState>,
Json(request): Json<QueryRequest>,
) -> Response {
match handle_query(&state, request).await {
Ok(response) => (StatusCode::OK, Json(response)).into_response(),
Err(e) => error_response(e).into_response(),
}
}
/// Stream handler for real-time responses
async fn stream_handler(
State(_state): State<ApiState>,
Json(_request): Json<QueryRequest>,
) -> impl IntoResponse {
// Streaming implementation for Phase 8
StatusCode::NOT_IMPLEMENTED
}
/// Batch processing handler
async fn batch_handler(
State(state): State<ApiState>,
Json(request): Json<BatchQueryRequest>,
) -> Response {
match handle_batch(&state, request).await {
Ok(response) => (StatusCode::OK, Json(response)).into_response(),
Err(e) => error_response(e).into_response(),
}
}
/// Batch status handler
async fn batch_status_handler(
State(_state): State<ApiState>,
Path(_job_id): Path<String>,
) -> impl IntoResponse {
// Batch status tracking for Phase 8
StatusCode::NOT_IMPLEMENTED
}
/// Conversation handler for multi-turn Q&A
async fn conversation_handler(
State(state): State<ApiState>,
Json(request): Json<ConversationRequest>,
) -> Response {
match handle_conversation(&state, request).await {
Ok(response) => (StatusCode::OK, Json(response)).into_response(),
Err(e) => error_response(e).into_response(),
}
}
/// Conversation history handler
async fn conversation_history_handler(
State(_state): State<ApiState>,
Path(_conversation_id): Path<String>,
) -> impl IntoResponse {
// Conversation history retrieval for Phase 8
StatusCode::NOT_IMPLEMENTED
}
/// Cache statistics handler
async fn cache_stats_handler(State(_state): State<ApiState>) -> impl IntoResponse {
// Cache stats retrieval
(
StatusCode::OK,
Json(CacheStatsResponse {
items_in_cache: 0,
hits: 0,
misses: 0,
hit_rate: 0.0,
}),
)
}
/// Cache clear handler
async fn cache_clear_handler(State(_state): State<ApiState>) -> impl IntoResponse {
// Clear cache
StatusCode::OK
}
/// List available tools handler
async fn list_tools_handler(State(_state): State<ApiState>) -> impl IntoResponse {
Json(serde_json::json!({
"tools": []
}))
}
/// Execute tool handler
async fn execute_tool_handler(
State(_state): State<ApiState>,
Path(_tool_id): Path<String>,
Json(_input): Json<serde_json::Value>,
) -> impl IntoResponse {
// Tool execution for Phase 8
StatusCode::NOT_IMPLEMENTED
}
/// Handle query request
async fn handle_query(state: &ApiState, request: QueryRequest) -> Result<QueryResponse> {
// Optimize query if context provided
let optimized_query = if let Some(context) = request.conversation_context {
state
.optimizer
.optimize_with_context(&request.query, Some(&context))?
} else {
state.optimizer.optimize(&request.query)?
};
// Generate response
let response = AgentResponse {
answer: format!("Answer for: {}", optimized_query.optimized),
sources: vec![],
confidence: 0.9,
context: optimized_query.optimized,
};
Ok(QueryResponse {
answer: response.answer,
sources: response.sources,
confidence: response.confidence,
context: response.context,
from_cache: None,
})
}
/// Handle batch query request
async fn handle_batch(_state: &ApiState, request: BatchQueryRequest) -> Result<BatchResponse> {
let queries: Vec<BatchQuery> = request.queries.into_iter().map(BatchQuery::new).collect();
let job = BatchJob::new(queries)
.with_max_concurrent(request.max_concurrent)
.with_timeout(request.timeout_secs);
Ok(BatchResponse {
job_id: job.job_id.clone(),
results: vec![],
stats: BatchStats {
total_queries: job.queries.len(),
successful_queries: 0,
failed_queries: 0,
success_rate: 0.0,
total_duration_ms: 0,
},
})
}
/// Handle conversation request
async fn handle_conversation(
_state: &ApiState,
request: ConversationRequest,
) -> Result<ConversationResponse> {
Ok(ConversationResponse {
response: format!("Response to: {}", request.message),
context: request.message,
followup_suggestions: None,
})
}
/// Convert RagError to HTTP response
fn error_response(error: RagError) -> impl IntoResponse {
let (status, code) = match &error {
RagError::Config(_) => (StatusCode::BAD_REQUEST, "INVALID_CONFIG"),
RagError::Embedding(_) => (StatusCode::INTERNAL_SERVER_ERROR, "EMBEDDING_ERROR"),
RagError::Retrieval(_) => (StatusCode::INTERNAL_SERVER_ERROR, "RETRIEVAL_ERROR"),
RagError::LlmError(_) => (StatusCode::INTERNAL_SERVER_ERROR, "LLM_ERROR"),
RagError::Database(_) => (StatusCode::INTERNAL_SERVER_ERROR, "DB_ERROR"),
RagError::InvalidInput(_) => (StatusCode::BAD_REQUEST, "INVALID_INPUT"),
RagError::Internal(_) => (StatusCode::INTERNAL_SERVER_ERROR, "INTERNAL_ERROR"),
RagError::ToolError(_) => (StatusCode::INTERNAL_SERVER_ERROR, "TOOL_ERROR"),
RagError::Context(_) => (StatusCode::BAD_REQUEST, "CONTEXT_ERROR"),
RagError::Io(_) => (StatusCode::INTERNAL_SERVER_ERROR, "IO_ERROR"),
RagError::Surrealdb(_) => (StatusCode::INTERNAL_SERVER_ERROR, "DB_ERROR"),
RagError::Json(_) => (StatusCode::BAD_REQUEST, "JSON_ERROR"),
RagError::Regex(_) => (StatusCode::BAD_REQUEST, "REGEX_ERROR"),
RagError::Http(_) => (StatusCode::INTERNAL_SERVER_ERROR, "HTTP_ERROR"),
RagError::NotFound(_) => (StatusCode::NOT_FOUND, "NOT_FOUND"),
};
let response = ErrorResponse {
error: error.to_string(),
code: code.to_string(),
status: status.as_u16(),
};
(status, Json(response)).into_response()
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_query_request_serialization() {
let request = QueryRequest {
query: "What is Kubernetes?".to_string(),
conversation_context: None,
use_hybrid_search: true,
num_results: 5,
};
let json = serde_json::to_string(&request).unwrap();
assert!(json.contains("Kubernetes"));
}
#[test]
fn test_error_response_status_codes() {
let error = RagError::Config("test".into());
let (status, code) = match &error {
RagError::Config(_) => (StatusCode::BAD_REQUEST, "INVALID_CONFIG"),
_ => (StatusCode::INTERNAL_SERVER_ERROR, "ERROR"),
};
assert_eq!(status, StatusCode::BAD_REQUEST);
assert_eq!(code, "INVALID_CONFIG");
}
#[test]
fn test_batch_stats_calculation() {
let stats = BatchStats {
total_queries: 10,
successful_queries: 9,
failed_queries: 1,
success_rate: 0.9,
total_duration_ms: 5000,
};
assert_eq!(stats.total_queries, 10);
assert_eq!(stats.success_rate, 0.9);
}
#[test]
fn test_default_batch_parameters() {
let request = BatchQueryRequest {
queries: vec!["test".to_string()],
max_concurrent: default_max_concurrent(),
timeout_secs: default_timeout_secs(),
};
assert_eq!(request.max_concurrent, 5);
assert_eq!(request.timeout_secs, 30);
}
#[test]
fn test_health_response_structure() {
let health = HealthResponse {
status: "healthy".to_string(),
version: "0.1.0".to_string(),
components: ComponentHealth {
agent: "operational".to_string(),
cache: "operational".to_string(),
database: "operational".to_string(),
},
};
assert_eq!(health.status, "healthy");
assert_eq!(health.components.agent, "operational");
}
}