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Add billion-scale database redesign with enums and sharding

Browse source 
Database Schema v7.0.0:
- Create new 'gb' schema with PostgreSQL ENUMs instead of VARCHAR for all domain values
- Add sharding infrastructure (shard_config, tenant_shard_map tables)
- Implement partitioned tables for sessions, messages, and analytics (monthly partitions)
- Add Snowflake-like ID generation for distributed systems
- Design for billion-user scale with proper indexing strategies

Rust Enums:
- Add comprehensive enum types in core/shared/enums.rs
- Implement ToSql/FromSql for Diesel ORM integration
- Include: ChannelType, MessageRole, MessageType, LlmProvider, ContextProvider
- Include: TaskStatus, TaskPriority, ExecutionMode, RiskLevel, ApprovalStatus, IntentType
- All enums stored as SMALLINT for efficiency

Other fixes:
- Fix hardcoded gpt-4 model in auto_task modules to use bot config
- Add vector_db to required bootstrap components
- Add Qdrant health check before KB indexing
- Change verbose START messages to trace level
- Fix episodic memory role handling in Claude client
- Disable auth for /api routes during development

This is a DESTRUCTIVE migration - only for fresh installations.
This commit is contained in:
Rodrigo Rodriguez (Pragmatismo) 2025-12-29 11:27:13 -03:00
parent 7bb7f8883c
commit 1f150228af
13 changed files with 2160 additions and 41 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

9
migrations/7.0.0_billion_scale_redesign/down.sql Normal file
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@ -0,0 +1,9 @@
-- Migration: 7.0.0 Billion Scale Redesign - ROLLBACK
-- Description: Drops the gb schema and all its objects
-- WARNING: This is a DESTRUCTIVE operation - all data will be lost
-- Drop the entire schema (CASCADE drops all objects within)
DROP SCHEMA IF EXISTS gb CASCADE;
-- Note: This migration completely removes the v7 schema.
-- To restore previous schema, run migrations 6.x.x in order.

1124
migrations/7.0.0_billion_scale_redesign/up.sql Normal file
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File diff suppressed because it is too large Load diff

28
src/auto_task/app_generator.rs
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@ -2,6 +2,7 @@ use crate::auto_task::app_logs::{log_generator_error, log_generator_info};
use crate::basic::keywords::table_definition::{
generate_create_table_sql, FieldDefinition, TableDefinition,
};
use crate::core::config::ConfigManager;
use crate::core::shared::get_content_type;
use crate::core::shared::models::UserSession;
use crate::core::shared::state::AppState;
@ -167,7 +168,7 @@ impl AppGenerator {
),
);
let llm_app = match self.generate_complete_app_with_llm(intent).await {
let llm_app = match self.generate_complete_app_with_llm(intent, session.bot_id).await {
Ok(app) => {
log_generator_info(
&app.name,
@ -425,6 +426,7 @@ guid, string, text, integer, decimal, boolean, date, datetime, json
async fn generate_complete_app_with_llm(
&self,
intent: &str,
bot_id: Uuid,
) -> Result<LlmGeneratedApp, Box<dyn std::error::Error + Send + Sync>> {
let platform = Self::get_platform_prompt();
@ -478,7 +480,7 @@ IMPORTANT:
Respond with valid JSON only."#
);
let response = self.call_llm(&prompt).await?;
let response = self.call_llm(&prompt, bot_id).await?;
Self::parse_llm_app_response(&response)
}
@ -551,10 +553,28 @@ Respond with valid JSON only."#
async fn call_llm(
&self,
prompt: &str,
bot_id: Uuid,
) -> Result<String, Box<dyn std::error::Error + Send + Sync>> {
#[cfg(feature = "llm")]
{
let config = serde_json::json!({
// Get model and key from bot configuration
let config_manager = ConfigManager::new(self.state.conn.clone());
let model = config_manager
.get_config(&bot_id, "llm-model", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-model", None)
.unwrap_or_else(|_| "gpt-4".to_string())
});
let key = config_manager
.get_config(&bot_id, "llm-key", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-key", None)
.unwrap_or_default()
});
let llm_config = serde_json::json!({
"temperature": 0.7,
"max_tokens": 16000
});
@ -562,7 +582,7 @@ Respond with valid JSON only."#
match self
.state
.llm_provider
.generate(prompt, &config, "gpt-4", "")
.generate(prompt, &llm_config, &model, &key)
.await
{
Ok(response) => return Ok(response),

28
src/auto_task/designer_ai.rs
View file

@ -1,3 +1,4 @@
use crate::core::config::ConfigManager;
use crate::shared::models::UserSession;
use crate::shared::state::AppState;
use chrono::{DateTime, Utc};
@ -142,7 +143,7 @@ impl DesignerAI {
// Analyze what the user wants to modify
let analysis = self
.analyze_modification(&request.instruction, &request.context)
.analyze_modification(&request.instruction, &request.context, session.bot_id)
.await?;
trace!("Modification analysis: {:?}", analysis.modification_type);
@ -292,6 +293,7 @@ impl DesignerAI {
&self,
instruction: &str,
context: &DesignerContext,
bot_id: Uuid,
) -> Result<AnalyzedModification, Box<dyn std::error::Error + Send + Sync>> {
let context_json = serde_json::to_string(context)?;
@ -334,7 +336,7 @@ Guidelines:
Respond ONLY with valid JSON."#
);
let response = self.call_llm(&prompt).await?;
let response = self.call_llm(&prompt, bot_id).await?;
Self::parse_analysis_response(&response, instruction)
}
@ -1037,19 +1039,37 @@ Respond ONLY with valid JSON."#
async fn call_llm(
&self,
prompt: &str,
bot_id: Uuid,
) -> Result<String, Box<dyn std::error::Error + Send + Sync>> {
trace!("Designer calling LLM");
#[cfg(feature = "llm")]
{
let config = serde_json::json!({
// Get model and key from bot configuration
let config_manager = ConfigManager::new(self.state.conn.clone());
let model = config_manager
.get_config(&bot_id, "llm-model", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-model", None)
.unwrap_or_else(|_| "gpt-4".to_string())
});
let key = config_manager
.get_config(&bot_id, "llm-key", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-key", None)
.unwrap_or_default()
});
let llm_config = serde_json::json!({
"temperature": 0.3,
"max_tokens": 2000
});
let response = self
.state
.llm_provider
.generate(prompt, &config, "gpt-4", "")
.generate(prompt, &llm_config, &model, &key)
.await?;
return Ok(response);
}

28
src/auto_task/intent_classifier.rs
View file

@ -1,5 +1,6 @@
use crate::auto_task::app_generator::AppGenerator;
use crate::auto_task::intent_compiler::IntentCompiler;
use crate::core::config::ConfigManager;
use crate::shared::models::UserSession;
use crate::shared::state::AppState;
use chrono::{DateTime, Utc};
@ -155,7 +156,7 @@ impl IntentClassifier {
);
// Use LLM to classify the intent
let classification = self.classify_with_llm(intent).await?;
let classification = self.classify_with_llm(intent, session.bot_id).await?;
// Store classification for analytics
self.store_classification(&classification, session)?;
@ -222,6 +223,7 @@ impl IntentClassifier {
async fn classify_with_llm(
&self,
intent: &str,
bot_id: Uuid,
) -> Result<ClassifiedIntent, Box<dyn std::error::Error + Send + Sync>> {
let prompt = format!(
r#"Classify this user request into one of these intent types:
@ -273,7 +275,7 @@ Respond with JSON only:
}}"#
);
let response = self.call_llm(&prompt).await?;
let response = self.call_llm(&prompt, bot_id).await?;
Self::parse_classification_response(&response, intent)
}
@ -952,19 +954,37 @@ END TRIGGER
async fn call_llm(
&self,
prompt: &str,
bot_id: Uuid,
) -> Result<String, Box<dyn std::error::Error + Send + Sync>> {
trace!("Calling LLM for intent classification");
#[cfg(feature = "llm")]
{
let config = serde_json::json!({
// Get model and key from bot configuration
let config_manager = ConfigManager::new(self.state.conn.clone());
let model = config_manager
.get_config(&bot_id, "llm-model", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-model", None)
.unwrap_or_else(|_| "gpt-4".to_string())
});
let key = config_manager
.get_config(&bot_id, "llm-key", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-key", None)
.unwrap_or_default()
});
let llm_config = serde_json::json!({
"temperature": 0.3,
"max_tokens": 1000
});
let response = self
.state
.llm_provider
.generate(prompt, &config, "gpt-4", "")
.generate(prompt, &llm_config, &model, &key)
.await?;
return Ok(response);
}

33
src/auto_task/intent_compiler.rs
View file

@ -1,3 +1,4 @@
use crate::core::config::ConfigManager;
use crate::shared::models::UserSession;
use crate::shared::state::AppState;
use chrono::{DateTime, Utc};
@ -341,10 +342,10 @@ impl IntentCompiler {
&intent[..intent.len().min(100)]
);
let entities = self.extract_entities(intent).await?;
let entities = self.extract_entities(intent, session.bot_id).await?;
trace!("Extracted entities: {entities:?}");
let plan = self.generate_plan(intent, &entities).await?;
let plan = self.generate_plan(intent, &entities, session.bot_id).await?;
trace!("Generated plan with {} steps", plan.steps.len());
let basic_program = Self::generate_basic_program(&plan, &entities);
@ -382,6 +383,7 @@ impl IntentCompiler {
async fn extract_entities(
&self,
intent: &str,
bot_id: Uuid,
) -> Result<IntentEntities, Box<dyn std::error::Error + Send + Sync>> {
let prompt = format!(
r#"Analyze this user request and extract structured information.
@ -406,7 +408,7 @@ Extract the following as JSON:
Respond ONLY with valid JSON, no explanation."#
);
let response = self.call_llm(&prompt).await?;
let response = self.call_llm(&prompt, bot_id).await?;
let entities: IntentEntities = serde_json::from_str(&response).unwrap_or_else(|e| {
warn!("Failed to parse entity extraction response: {e}");
IntentEntities {
@ -423,6 +425,7 @@ Respond ONLY with valid JSON, no explanation."#
&self,
intent: &str,
entities: &IntentEntities,
bot_id: Uuid,
) -> Result<ExecutionPlan, Box<dyn std::error::Error + Send + Sync>> {
let keywords_list = self.config.available_keywords.join(", ");
let mcp_servers_list = self.config.available_mcp_servers.join(", ");
@ -483,7 +486,7 @@ Respond ONLY with valid JSON."#,
self.config.max_plan_steps
);
let response = self.call_llm(&prompt).await?;
let response = self.call_llm(&prompt, bot_id).await?;
#[derive(Deserialize)]
struct PlanResponse {
@ -680,19 +683,37 @@ Respond ONLY with valid JSON."#,
async fn call_llm(
&self,
prompt: &str,
bot_id: Uuid,
) -> Result<String, Box<dyn std::error::Error + Send + Sync>> {
trace!("Calling LLM with prompt length: {}", prompt.len());
#[cfg(feature = "llm")]
{
let config = serde_json::json!({
// Get model and key from bot configuration
let config_manager = ConfigManager::new(self.state.conn.clone());
let model = config_manager
.get_config(&bot_id, "llm-model", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-model", None)
.unwrap_or_else(|_| self.config.model.clone())
});
let key = config_manager
.get_config(&bot_id, "llm-key", None)
.unwrap_or_else(|_| {
config_manager
.get_config(&Uuid::nil(), "llm-key", None)
.unwrap_or_default()
});
let llm_config = serde_json::json!({
"temperature": self.config.temperature,
"max_tokens": self.config.max_tokens
});
let response = self
.state
.llm_provider
.generate(prompt, &config, &self.config.model, "")
.generate(prompt, &llm_config, &model, &key)
.await?;
return Ok(response);
}

2
src/core/bootstrap/mod.rs
View file

@ -735,7 +735,7 @@ impl BootstrapManager {
let pm = PackageManager::new(self.install_mode.clone(), self.tenant.clone())?;
let required_components = vec!["vault", "tables", "directory", "drive", "cache", "llm"];
let required_components = vec!["vault", "tables", "directory", "drive", "cache", "llm", "vector_db"];
let vault_needs_setup = !self.stack_dir("conf/vault/init.json").exists();

23
src/core/kb/kb_indexer.rs
View file

@ -93,6 +93,16 @@ impl KbIndexer {
}
}
/// Check if Qdrant vector database is available
pub async fn check_qdrant_health(&self) -> Result<bool> {
let health_url = format!("{}/healthz", self.qdrant_config.url);
match self.http_client.get(&health_url).send().await {
Ok(response) => Ok(response.status().is_success()),
Err(_) => Ok(false),
}
}
pub async fn index_kb_folder(
&self,
bot_name: &str,
@ -101,6 +111,19 @@ impl KbIndexer {
) -> Result<IndexingResult> {
info!("Indexing KB folder: {} for bot {}", kb_name, bot_name);
// Check if Qdrant is available before proceeding
if !self.check_qdrant_health().await.unwrap_or(false) {
warn!(
"Qdrant vector database is not available at {}. KB indexing skipped. \
Install and start vector_db component to enable KB indexing.",
self.qdrant_config.url
);
return Err(anyhow::anyhow!(
"Qdrant vector database not available at {}. Start the vector_db service to enable KB indexing.",
self.qdrant_config.url
));
}
let collection_name = format!("{}_{}", bot_name, kb_name);
self.ensure_collection_exists(&collection_name).await?;

20
src/core/package_manager/installer.rs
View file

@ -1085,8 +1085,8 @@ EOF"#.to_string(),
}
}
info!(
"[START] About to spawn shell command for {}: {}",
trace!(
"About to spawn shell command for {}: {}",
component.name, rendered_cmd
);
trace!("[START] Working dir: {}", bin_path.display());
@ -1097,15 +1097,15 @@ EOF"#.to_string(),
.envs(&evaluated_envs)
.spawn();
info!(
"[START] Spawn result for {}: {:?}",
trace!(
"Spawn result for {}: {:?}",
component.name,
child.is_ok()
);
std::thread::sleep(std::time::Duration::from_secs(2));
info!(
"[START] Checking if {} process exists after 2s sleep...",
trace!(
"Checking if {} process exists after 2s sleep...",
component.name
);
let check_proc = std::process::Command::new("pgrep")
@ -1113,8 +1113,8 @@ EOF"#.to_string(),
.output();
if let Ok(output) = check_proc {
let pids = String::from_utf8_lossy(&output.stdout);
info!(
"[START] pgrep '{}' result: '{}'",
trace!(
"pgrep '{}' result: '{}'",
component.name,
pids.trim()
);
@ -1122,11 +1122,11 @@ EOF"#.to_string(),
match child {
Ok(c) => {
trace!("[START] Component {} started successfully", component.name);
trace!("Component {} started successfully", component.name);
Ok(c)
}
Err(e) => {
error!("[START] Spawn failed for {}: {}", component.name, e);
error!("Spawn failed for {}: {}", component.name, e);
let err_msg = e.to_string();
if err_msg.contains("already running")
|| err_msg.contains("be running")

816
src/core/shared/enums.rs Normal file
View file

@ -0,0 +1,816 @@
//! Database Enum Types for Billion-Scale Schema
//!
//! This module defines Rust enums that map directly to PostgreSQL enum types.
//! Using enums instead of TEXT columns provides:
//! - Type safety at compile time
//! - Efficient storage (stored as integers internally)
//! - Fast comparisons and indexing
//! - Automatic validation
//!
//! All enums derive necessary traits for Diesel ORM integration.
use diesel::deserialize::{self, FromSql};
use diesel::pg::{Pg, PgValue};
use diesel::serialize::{self, Output, ToSql};
use diesel::sql_types::SmallInt;
use diesel::{AsExpression, FromSqlRow};
use serde::{Deserialize, Serialize};
use std::io::Write;
// ============================================================================
// CHANNEL TYPES
// ============================================================================
/// Communication channel types for bot interactions
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum ChannelType {
Web = 0,
WhatsApp = 1,
Telegram = 2,
MsTeams = 3,
Slack = 4,
Email = 5,
Sms = 6,
Voice = 7,
Instagram = 8,
Api = 9,
}
impl Default for ChannelType {
fn default() -> Self {
Self::Web
}
}
impl ToSql<SmallInt, Pg> for ChannelType {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for ChannelType {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Web),
1 => Ok(Self::WhatsApp),
2 => Ok(Self::Telegram),
3 => Ok(Self::MsTeams),
4 => Ok(Self::Slack),
5 => Ok(Self::Email),
6 => Ok(Self::Sms),
7 => Ok(Self::Voice),
8 => Ok(Self::Instagram),
9 => Ok(Self::Api),
_ => Err(format!("Unknown ChannelType: {}", value).into()),
}
}
}
impl std::fmt::Display for ChannelType {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Web => write!(f, "web"),
Self::WhatsApp => write!(f, "whatsapp"),
Self::Telegram => write!(f, "telegram"),
Self::MsTeams => write!(f, "msteams"),
Self::Slack => write!(f, "slack"),
Self::Email => write!(f, "email"),
Self::Sms => write!(f, "sms"),
Self::Voice => write!(f, "voice"),
Self::Instagram => write!(f, "instagram"),
Self::Api => write!(f, "api"),
}
}
}
impl std::str::FromStr for ChannelType {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"web" => Ok(Self::Web),
"whatsapp" => Ok(Self::WhatsApp),
"telegram" => Ok(Self::Telegram),
"msteams" | "ms_teams" | "teams" => Ok(Self::MsTeams),
"slack" => Ok(Self::Slack),
"email" => Ok(Self::Email),
"sms" => Ok(Self::Sms),
"voice" => Ok(Self::Voice),
"instagram" => Ok(Self::Instagram),
"api" => Ok(Self::Api),
_ => Err(format!("Unknown channel type: {}", s)),
}
}
}
// ============================================================================
// MESSAGE ROLE
// ============================================================================
/// Role of a message in a conversation
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum MessageRole {
User = 1,
Assistant = 2,
System = 3,
Tool = 4,
Episodic = 9,
Compact = 10,
}
impl Default for MessageRole {
fn default() -> Self {
Self::User
}
}
impl ToSql<SmallInt, Pg> for MessageRole {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for MessageRole {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
1 => Ok(Self::User),
2 => Ok(Self::Assistant),
3 => Ok(Self::System),
4 => Ok(Self::Tool),
9 => Ok(Self::Episodic),
10 => Ok(Self::Compact),
_ => Err(format!("Unknown MessageRole: {}", value).into()),
}
}
}
impl std::fmt::Display for MessageRole {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::User => write!(f, "user"),
Self::Assistant => write!(f, "assistant"),
Self::System => write!(f, "system"),
Self::Tool => write!(f, "tool"),
Self::Episodic => write!(f, "episodic"),
Self::Compact => write!(f, "compact"),
}
}
}
impl std::str::FromStr for MessageRole {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"user" => Ok(Self::User),
"assistant" => Ok(Self::Assistant),
"system" => Ok(Self::System),
"tool" => Ok(Self::Tool),
"episodic" => Ok(Self::Episodic),
"compact" => Ok(Self::Compact),
_ => Err(format!("Unknown message role: {}", s)),
}
}
}
// ============================================================================
// MESSAGE TYPE
// ============================================================================
/// Type of message content
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum MessageType {
Text = 0,
Image = 1,
Audio = 2,
Video = 3,
Document = 4,
Location = 5,
Contact = 6,
Sticker = 7,
Reaction = 8,
}
impl Default for MessageType {
fn default() -> Self {
Self::Text
}
}
impl ToSql<SmallInt, Pg> for MessageType {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for MessageType {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Text),
1 => Ok(Self::Image),
2 => Ok(Self::Audio),
3 => Ok(Self::Video),
4 => Ok(Self::Document),
5 => Ok(Self::Location),
6 => Ok(Self::Contact),
7 => Ok(Self::Sticker),
8 => Ok(Self::Reaction),
_ => Err(format!("Unknown MessageType: {}", value).into()),
}
}
}
impl std::fmt::Display for MessageType {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Text => write!(f, "text"),
Self::Image => write!(f, "image"),
Self::Audio => write!(f, "audio"),
Self::Video => write!(f, "video"),
Self::Document => write!(f, "document"),
Self::Location => write!(f, "location"),
Self::Contact => write!(f, "contact"),
Self::Sticker => write!(f, "sticker"),
Self::Reaction => write!(f, "reaction"),
}
}
}
// ============================================================================
// LLM PROVIDER
// ============================================================================
/// Supported LLM providers
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum LlmProvider {
OpenAi = 0,
Anthropic = 1,
AzureOpenAi = 2,
AzureClaude = 3,
Google = 4,
Local = 5,
Ollama = 6,
Groq = 7,
Mistral = 8,
Cohere = 9,
}
impl Default for LlmProvider {
fn default() -> Self {
Self::OpenAi
}
}
impl ToSql<SmallInt, Pg> for LlmProvider {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for LlmProvider {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::OpenAi),
1 => Ok(Self::Anthropic),
2 => Ok(Self::AzureOpenAi),
3 => Ok(Self::AzureClaude),
4 => Ok(Self::Google),
5 => Ok(Self::Local),
6 => Ok(Self::Ollama),
7 => Ok(Self::Groq),
8 => Ok(Self::Mistral),
9 => Ok(Self::Cohere),
_ => Err(format!("Unknown LlmProvider: {}", value).into()),
}
}
}
impl std::fmt::Display for LlmProvider {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::OpenAi => write!(f, "openai"),
Self::Anthropic => write!(f, "anthropic"),
Self::AzureOpenAi => write!(f, "azure_openai"),
Self::AzureClaude => write!(f, "azure_claude"),
Self::Google => write!(f, "google"),
Self::Local => write!(f, "local"),
Self::Ollama => write!(f, "ollama"),
Self::Groq => write!(f, "groq"),
Self::Mistral => write!(f, "mistral"),
Self::Cohere => write!(f, "cohere"),
}
}
}
// ============================================================================
// CONTEXT PROVIDER (Vector DB)
// ============================================================================
/// Supported vector database providers
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum ContextProvider {
None = 0,
Qdrant = 1,
Pinecone = 2,
Weaviate = 3,
Milvus = 4,
PgVector = 5,
Elasticsearch = 6,
}
impl Default for ContextProvider {
fn default() -> Self {
Self::Qdrant
}
}
impl ToSql<SmallInt, Pg> for ContextProvider {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for ContextProvider {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::None),
1 => Ok(Self::Qdrant),
2 => Ok(Self::Pinecone),
3 => Ok(Self::Weaviate),
4 => Ok(Self::Milvus),
5 => Ok(Self::PgVector),
6 => Ok(Self::Elasticsearch),
_ => Err(format!("Unknown ContextProvider: {}", value).into()),
}
}
}
// ============================================================================
// TASK STATUS
// ============================================================================
/// Status of a task (both regular tasks and auto-tasks)
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum TaskStatus {
Pending = 0,
Ready = 1,
Running = 2,
Paused = 3,
WaitingApproval = 4,
Completed = 5,
Failed = 6,
Cancelled = 7,
}
impl Default for TaskStatus {
fn default() -> Self {
Self::Pending
}
}
impl ToSql<SmallInt, Pg> for TaskStatus {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for TaskStatus {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Pending),
1 => Ok(Self::Ready),
2 => Ok(Self::Running),
3 => Ok(Self::Paused),
4 => Ok(Self::WaitingApproval),
5 => Ok(Self::Completed),
6 => Ok(Self::Failed),
7 => Ok(Self::Cancelled),
_ => Err(format!("Unknown TaskStatus: {}", value).into()),
}
}
}
impl std::fmt::Display for TaskStatus {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Pending => write!(f, "pending"),
Self::Ready => write!(f, "ready"),
Self::Running => write!(f, "running"),
Self::Paused => write!(f, "paused"),
Self::WaitingApproval => write!(f, "waiting_approval"),
Self::Completed => write!(f, "completed"),
Self::Failed => write!(f, "failed"),
Self::Cancelled => write!(f, "cancelled"),
}
}
}
impl std::str::FromStr for TaskStatus {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"pending" => Ok(Self::Pending),
"ready" => Ok(Self::Ready),
"running" => Ok(Self::Running),
"paused" => Ok(Self::Paused),
"waiting_approval" | "waitingapproval" => Ok(Self::WaitingApproval),
"completed" | "done" => Ok(Self::Completed),
"failed" | "error" => Ok(Self::Failed),
"cancelled" | "canceled" => Ok(Self::Cancelled),
_ => Err(format!("Unknown task status: {}", s)),
}
}
}
// ============================================================================
// TASK PRIORITY
// ============================================================================
/// Priority level for tasks
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum TaskPriority {
Low = 0,
Normal = 1,
High = 2,
Urgent = 3,
Critical = 4,
}
impl Default for TaskPriority {
fn default() -> Self {
Self::Normal
}
}
impl ToSql<SmallInt, Pg> for TaskPriority {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for TaskPriority {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Low),
1 => Ok(Self::Normal),
2 => Ok(Self::High),
3 => Ok(Self::Urgent),
4 => Ok(Self::Critical),
_ => Err(format!("Unknown TaskPriority: {}", value).into()),
}
}
}
impl std::fmt::Display for TaskPriority {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Low => write!(f, "low"),
Self::Normal => write!(f, "normal"),
Self::High => write!(f, "high"),
Self::Urgent => write!(f, "urgent"),
Self::Critical => write!(f, "critical"),
}
}
}
impl std::str::FromStr for TaskPriority {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"low" => Ok(Self::Low),
"normal" | "medium" => Ok(Self::Normal),
"high" => Ok(Self::High),
"urgent" => Ok(Self::Urgent),
"critical" => Ok(Self::Critical),
_ => Err(format!("Unknown task priority: {}", s)),
}
}
}
// ============================================================================
// EXECUTION MODE
// ============================================================================
/// Execution mode for autonomous tasks
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum ExecutionMode {
Manual = 0,
Supervised = 1,
Autonomous = 2,
}
impl Default for ExecutionMode {
fn default() -> Self {
Self::Supervised
}
}
impl ToSql<SmallInt, Pg> for ExecutionMode {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for ExecutionMode {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Manual),
1 => Ok(Self::Supervised),
2 => Ok(Self::Autonomous),
_ => Err(format!("Unknown ExecutionMode: {}", value).into()),
}
}
}
impl std::fmt::Display for ExecutionMode {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Manual => write!(f, "manual"),
Self::Supervised => write!(f, "supervised"),
Self::Autonomous => write!(f, "autonomous"),
}
}
}
// ============================================================================
// RISK LEVEL
// ============================================================================
/// Risk assessment level for actions
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum RiskLevel {
None = 0,
Low = 1,
Medium = 2,
High = 3,
Critical = 4,
}
impl Default for RiskLevel {
fn default() -> Self {
Self::Low
}
}
impl ToSql<SmallInt, Pg> for RiskLevel {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for RiskLevel {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::None),
1 => Ok(Self::Low),
2 => Ok(Self::Medium),
3 => Ok(Self::High),
4 => Ok(Self::Critical),
_ => Err(format!("Unknown RiskLevel: {}", value).into()),
}
}
}
impl std::fmt::Display for RiskLevel {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::None => write!(f, "none"),
Self::Low => write!(f, "low"),
Self::Medium => write!(f, "medium"),
Self::High => write!(f, "high"),
Self::Critical => write!(f, "critical"),
}
}
}
// ============================================================================
// APPROVAL STATUS
// ============================================================================
/// Status of an approval request
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum ApprovalStatus {
Pending = 0,
Approved = 1,
Rejected = 2,
Expired = 3,
Skipped = 4,
}
impl Default for ApprovalStatus {
fn default() -> Self {
Self::Pending
}
}
impl ToSql<SmallInt, Pg> for ApprovalStatus {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for ApprovalStatus {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Pending),
1 => Ok(Self::Approved),
2 => Ok(Self::Rejected),
3 => Ok(Self::Expired),
4 => Ok(Self::Skipped),
_ => Err(format!("Unknown ApprovalStatus: {}", value).into()),
}
}
}
impl std::fmt::Display for ApprovalStatus {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Pending => write!(f, "pending"),
Self::Approved => write!(f, "approved"),
Self::Rejected => write!(f, "rejected"),
Self::Expired => write!(f, "expired"),
Self::Skipped => write!(f, "skipped"),
}
}
}
// ============================================================================
// APPROVAL DECISION
// ============================================================================
/// Decision made on an approval request
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "snake_case")]
#[repr(i16)]
pub enum ApprovalDecision {
Approve = 0,
Reject = 1,
Skip = 2,
}
impl ToSql<SmallInt, Pg> for ApprovalDecision {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for ApprovalDecision {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Approve),
1 => Ok(Self::Reject),
2 => Ok(Self::Skip),
_ => Err(format!("Unknown ApprovalDecision: {}", value).into()),
}
}
}
impl std::fmt::Display for ApprovalDecision {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Approve => write!(f, "approve"),
Self::Reject => write!(f, "reject"),
Self::Skip => write!(f, "skip"),
}
}
}
// ============================================================================
// INTENT TYPE
// ============================================================================
/// Classified intent type from user requests
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize, AsExpression, FromSqlRow)]
#[diesel(sql_type = SmallInt)]
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
#[repr(i16)]
pub enum IntentType {
Unknown = 0,
AppCreate = 1,
Todo = 2,
Monitor = 3,
Action = 4,
Schedule = 5,
Goal = 6,
Tool = 7,
Query = 8,
}
impl Default for IntentType {
fn default() -> Self {
Self::Unknown
}
}
impl ToSql<SmallInt, Pg> for IntentType {
fn to_sql<'b>(&'b self, out: &mut Output<'b, '_, Pg>) -> serialize::Result {
let v = *self as i16;
out.write_all(&v.to_be_bytes())?;
Ok(serialize::IsNull::No)
}
}
impl FromSql<SmallInt, Pg> for IntentType {
fn from_sql(bytes: PgValue<'_>) -> deserialize::Result<Self> {
let value = i16::from_sql(bytes)?;
match value {
0 => Ok(Self::Unknown),
1 => Ok(Self::AppCreate),
2 => Ok(Self::Todo),
3 => Ok(Self::Monitor),
4 => Ok(Self::Action),
5 => Ok(Self::Schedule),
6 => Ok(Self::Goal),
7 => Ok(Self::Tool),
8 => Ok(Self::Query),
_ => Err(format!("Unknown IntentType: {}", value).into()),
}
}
}
impl std::fmt::Display for IntentType {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::Unknown => write!(f, "UNKNOWN"),
Self::AppCreate => write!(f, "APP_CREATE"),
Self::Todo => write!(f, "TODO"),
Self::Monitor => write!(f, "MONITOR"),
Self::Action => write!(f, "ACTION"),
Self::Schedule => write!(f, "SCHEDULE"),
Self::Goal => write!(f, "GOAL"),
Self::Tool => write!(f, "TOOL"),
Self::Query => write!(f, "QUERY"),
}
}
}
impl std::str::FromStr for IntentType {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_uppercase().as_str() {
"UNKNOWN" => Ok(Self::Unknown),
"APP_CREATE" | "APPCREATE" | "APP" | "APPLICATION" | "CREATE_APP" => Ok(Self::AppCreate),
"TODO" | "TASK" | "REMINDER" => Ok(Self::Todo),
"MONITOR" | "WATCH" | "ALERT" | "ON_CHANGE" => Ok(Self::Monitor),

2
src/core/shared/mod.rs
View file

@ -5,6 +5,7 @@
pub mod admin;
pub mod analytics;
pub mod enums;
pub mod models;
pub mod schema;
pub mod state;
@ -13,6 +14,7 @@ pub mod test_utils;
pub mod utils;
pub use enums::*;
pub use schema::*;

81
src/llm/claude.rs
View file

@ -119,6 +119,21 @@ impl ClaudeClient {
headers
}
/// Normalize role names for Claude API compatibility.
/// Claude only accepts "user" or "assistant" roles in messages.
/// - "episodic" and "compact" roles (conversation summaries) are converted to "user" with a context prefix
/// - "system" roles should be handled separately (not in messages array)
/// - Unknown roles default to "user"
fn normalize_role(role: &str) -> Option<(String, bool)> {
match role {
"user" => Some(("user".to_string(), false)),
"assistant" => Some(("assistant".to_string(), false)),
"system" => None, // System messages handled separately
"episodic" | "compact" => Some(("user".to_string(), true)), // Mark as context
_ => Some(("user".to_string(), false)),
}
}
pub fn build_messages(
system_prompt: &str,
context_data: &str,
@ -133,6 +148,13 @@ impl ClaudeClient {
system_parts.push(context_data.to_string());
}
// Extract episodic memory content and add to system prompt
for (role, content) in history {
if role == "episodic" || role == "compact" {
system_parts.push(format!("[Previous conversation summary]: {}", content));
}
}
let system = if system_parts.is_empty() {
None
} else {
@ -141,10 +163,17 @@ impl ClaudeClient {
let messages: Vec<ClaudeMessage> = history
.iter()
.map(|(role, content)| ClaudeMessage {
role: role.clone(),
.filter_map(|(role, content)| {
match Self::normalize_role(role) {
Some((normalized_role, is_context)) if !is_context => {
Some(ClaudeMessage {
role: normalized_role,
content: content.clone(),
})
}
_ => None, // Skip system, episodic, compact (already in system prompt)
}
})
.collect();
(system, messages)
@ -180,7 +209,7 @@ impl LLMProvider for ClaudeClient {
};
let empty_vec = vec![];
let claude_messages: Vec<ClaudeMessage> = if messages.is_array() {
let mut claude_messages: Vec<ClaudeMessage> = if messages.is_array() {
let arr = messages.as_array().unwrap_or(&empty_vec);
if arr.is_empty() {
vec![ClaudeMessage {
@ -192,11 +221,16 @@ impl LLMProvider for ClaudeClient {
.filter_map(|m| {
let role = m["role"].as_str().unwrap_or("user");
let content = m["content"].as_str().unwrap_or("");
if role == "system" {
// Skip system messages (handled separately), episodic/compact (context), and empty content
if role == "system" || role == "episodic" || role == "compact" || content.is_empty() {
None
} else {
let normalized_role = match role {
"user" | "assistant" => role.to_string(),
_ => "user".to_string(),
};
Some(ClaudeMessage {
role: role.to_string(),
role: normalized_role,
content: content.to_string(),
})
}
@ -210,6 +244,14 @@ impl LLMProvider for ClaudeClient {
}]
};
// Ensure at least one user message exists
if claude_messages.is_empty() && !prompt.is_empty() {
claude_messages.push(ClaudeMessage {
role: "user".to_string(),
content: prompt.to_string(),
});
}
let system_prompt: Option<String> = if messages.is_array() {
messages
.as_array()
@ -226,6 +268,11 @@ impl LLMProvider for ClaudeClient {
let system = system_prompt.filter(|s| !s.is_empty());
// Validate we have at least one message with content
if claude_messages.is_empty() {
return Err("Cannot send request to Claude: no messages with content".into());
}
let request = ClaudeRequest {
model: model_name.to_string(),
max_tokens: 4096,
@ -279,7 +326,7 @@ impl LLMProvider for ClaudeClient {
};
let empty_vec = vec![];
let claude_messages: Vec<ClaudeMessage> = if messages.is_array() {
let mut claude_messages: Vec<ClaudeMessage> = if messages.is_array() {
let arr = messages.as_array().unwrap_or(&empty_vec);
if arr.is_empty() {
vec![ClaudeMessage {
@ -291,11 +338,16 @@ impl LLMProvider for ClaudeClient {
.filter_map(|m| {
let role = m["role"].as_str().unwrap_or("user");
let content = m["content"].as_str().unwrap_or("");
if role == "system" {
// Skip system messages (handled separately), episodic/compact (context), and empty content
if role == "system" || role == "episodic" || role == "compact" || content.is_empty() {
None
} else {
let normalized_role = match role {
"user" | "assistant" => role.to_string(),
_ => "user".to_string(),
};
Some(ClaudeMessage {
role: role.to_string(),
role: normalized_role,
content: content.to_string(),
})
}
@ -309,6 +361,14 @@ impl LLMProvider for ClaudeClient {
}]
};
// Ensure at least one user message exists
if claude_messages.is_empty() && !prompt.is_empty() {
claude_messages.push(ClaudeMessage {
role: "user".to_string(),
content: prompt.to_string(),
});
}
let system_prompt: Option<String> = if messages.is_array() {
messages
.as_array()
@ -325,6 +385,11 @@ impl LLMProvider for ClaudeClient {
let system = system_prompt.filter(|s| !s.is_empty());
// Validate we have at least one message with content
if claude_messages.is_empty() {
return Err("Cannot send streaming request to Claude: no messages with content".into());
}
let request = ClaudeRequest {
model: model_name.to_string(),
max_tokens: 4096,

5
src/main.rs
View file

@ -178,14 +178,13 @@ async fn run_axum_server(
let cors = create_cors_layer();
// Create auth config for protected routes
// TODO: Re-enable auth for production - currently disabled for development
let auth_config = Arc::new(AuthConfig::default()
.add_anonymous_path("/health")
.add_anonymous_path("/healthz")
.add_anonymous_path("/api/health")
.add_anonymous_path("/api/v1/health")
.add_anonymous_path("/api") // Disable auth for all API routes during development
.add_anonymous_path("/ws")
.add_anonymous_path("/auth")
.add_anonymous_path("/api/auth")
.add_public_path("/static")
.add_public_path("/favicon.ico"));