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retry embeddings fetch (#245)
This commit is contained in:
Adil Hafeez
GitHub
parent
9a5c5cc3a3
commit
9a6ae2efee
4 changed files with 79 additions and 41 deletions
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@ -11,7 +11,8 @@ use common::http::CallArgs;
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use common::http::Client;
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use common::stats::Gauge;
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use common::stats::IncrementingMetric;
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use log::debug;
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use http::StatusCode;
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use log::{debug, info, trace, warn};
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use proxy_wasm::traits::*;
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use proxy_wasm::types::*;
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use std::cell::RefCell;
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@ -53,6 +54,7 @@ pub struct FilterContext {
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prompt_guards: Rc<PromptGuards>,
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embeddings_store: Option<Rc<EmbeddingsStore>>,
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temp_embeddings_store: EmbeddingsStore,
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active_embedding_calls_count: u32,
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}
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impl FilterContext {
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@ -66,22 +68,26 @@ impl FilterContext {
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prompt_guards: Rc::new(PromptGuards::default()),
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embeddings_store: Some(Rc::new(HashMap::new())),
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temp_embeddings_store: HashMap::new(),
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active_embedding_calls_count: 0,
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}
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}
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fn process_prompt_targets(&self) {
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for values in self.prompt_targets.iter() {
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let prompt_target = values.1;
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self.schedule_embeddings_call(
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&prompt_target.name,
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&prompt_target.description,
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EmbeddingType::Description,
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);
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}
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fn process_prompt_targets(&mut self) {
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let prompt_target_description: Vec<(String, String)> = self
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.prompt_targets
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.iter()
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.map(|(k, v)| (k.clone(), v.description.clone()))
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.collect();
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prompt_target_description
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.iter()
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.for_each(|(name, description)| {
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self.schedule_embeddings_call(name, description, EmbeddingType::Description);
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});
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}
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fn schedule_embeddings_call(
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&self,
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&mut self,
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prompt_target_name: &str,
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input: &str,
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embedding_type: EmbeddingType,
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@ -116,6 +122,7 @@ impl FilterContext {
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embedding_type,
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};
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self.active_embedding_calls_count += 1;
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if let Err(error) = self.http_call(call_args, call_context) {
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panic!("{error}")
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}
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@ -123,9 +130,9 @@ impl FilterContext {
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fn embedding_response_handler(
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&mut self,
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body_size: usize,
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embedding_type: EmbeddingType,
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prompt_target_name: String,
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body: Vec<u8>,
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) {
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let prompt_target = self
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.prompt_targets
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@ -137,9 +144,6 @@ impl FilterContext {
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)
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});
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let body = self
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.get_http_call_response_body(0, body_size)
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.expect("No body in response");
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if !body.is_empty() {
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let mut embedding_response: CreateEmbeddingResponse =
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match serde_json::from_slice(&body) {
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@ -208,7 +212,7 @@ impl Context for FilterContext {
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body_size: usize,
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_num_trailers: usize,
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) {
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debug!(
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trace!(
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"filter_context: on_http_call_response called with token_id: {:?}",
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token_id
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);
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@ -218,13 +222,26 @@ impl Context for FilterContext {
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.remove(&token_id)
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.expect("invalid token_id");
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self.active_embedding_calls_count -= 1;
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self.metrics.active_http_calls.increment(-1);
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let body_bytes = self.get_http_call_response_body(0, body_size).unwrap();
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self.embedding_response_handler(
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body_size,
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callout_data.embedding_type,
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callout_data.prompt_target_name,
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)
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if let Some(status_code) = self.get_http_call_response_header(":status") {
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if status_code == StatusCode::OK.as_str() {
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self.embedding_response_handler(
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callout_data.embedding_type,
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callout_data.prompt_target_name,
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body_bytes,
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);
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} else {
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warn!(
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"Received non-200 status code: {} for callout with token_id: {}: body_str: {}",
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status_code,
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token_id,
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String::from_utf8(body_bytes).unwrap()
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);
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}
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}
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}
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}
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@ -262,10 +279,7 @@ impl RootContext for FilterContext {
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context_id
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);
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let embedding_store = match self.embeddings_store.as_ref() {
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None => return None,
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Some(store) => Some(Rc::clone(store)),
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};
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let embedding_store = self.embeddings_store.as_ref().map(Rc::clone);
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Some(Box::new(StreamContext::new(
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context_id,
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Rc::clone(&self.metrics),
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@ -287,8 +301,20 @@ impl RootContext for FilterContext {
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}
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fn on_tick(&mut self) {
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debug!("starting up arch filter in mode: prompt gateway mode");
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self.process_prompt_targets();
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self.set_tick_period(Duration::from_secs(0));
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if self.embeddings_store.is_some()
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&& self.embeddings_store.as_ref().unwrap().len() == self.prompt_targets.len()
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{
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info!("embeddings store initialized");
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self.set_tick_period(Duration::from_secs(0));
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} else {
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if self.active_embedding_calls_count == 0 {
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info!("retrieving embeddings from embedding server");
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self.process_prompt_targets();
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} else {
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info!("waiting for embeddings store to be initialized");
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}
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self.set_tick_period(Duration::from_secs(5));
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}
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}
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}
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@ -35,10 +35,10 @@ impl HttpContext for StreamContext {
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let request_path = self.get_http_request_header(":path").unwrap_or_default();
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if request_path == HEALTHZ_PATH {
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if self.embeddings_store.is_none() {
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self.send_http_response(503, vec![], None);
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} else {
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if self.is_embedding_store_initialized() {
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self.send_http_response(200, vec![], None);
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} else {
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self.send_http_response(503, vec![], None);
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}
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return Action::Continue;
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}
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@ -61,7 +61,7 @@ pub struct StreamCallContext {
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pub struct StreamContext {
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system_prompt: Rc<Option<String>>,
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prompt_targets: Rc<HashMap<String, PromptTarget>>,
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pub prompt_targets: Rc<HashMap<String, PromptTarget>>,
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pub embeddings_store: Option<Rc<EmbeddingsStore>>,
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overrides: Rc<Option<Overrides>>,
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pub metrics: Rc<WasmMetrics>,
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@ -109,10 +109,21 @@ impl StreamContext {
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request_id: None,
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}
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}
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fn embeddings_store(&self) -> &EmbeddingsStore {
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self.embeddings_store
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.as_ref()
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.expect("embeddings store is not set")
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self.embeddings_store.as_ref().unwrap()
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}
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pub fn is_embedding_store_initialized(&self) -> bool {
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if self.embeddings_store.as_ref().is_none() {
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return false;
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}
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if self.embeddings_store.as_ref().unwrap().len() == self.prompt_targets.len() {
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return true;
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}
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false
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}
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pub fn send_server_error(&self, error: ServerError, override_status_code: Option<StatusCode>) {
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@ -223,7 +234,7 @@ impl StreamContext {
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"embeddings not found for prompt target name: {}",
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prompt_name
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);
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return (prompt_name.clone(), f64::NAN);
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return (prompt_name.clone(), 0.0);
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}
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};
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@ -234,7 +245,7 @@ impl StreamContext {
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"description embeddings not found for prompt target name: {}",
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prompt_name
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);
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return (prompt_name.clone(), f64::NAN);
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return (prompt_name.clone(), 0.0);
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}
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};
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let similarity_score_description =
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@ -161,6 +161,7 @@ fn normal_flow(module: &mut Tester, filter_context: i32, http_context: i32) {
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.expect_get_buffer_bytes(Some(BufferType::HttpCallResponseBody))
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.returning(Some(&embeddings_response_buffer))
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.expect_log(Some(LogLevel::Trace), None)
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.expect_log(Some(LogLevel::Warn), None)
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.expect_log(Some(LogLevel::Debug), None)
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.expect_log(Some(LogLevel::Trace), None)
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.expect_http_call(
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@ -244,7 +245,7 @@ fn setup_filter(module: &mut Tester, config: &str) -> i32 {
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module
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.call_proxy_on_tick(filter_context)
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.expect_log(Some(LogLevel::Debug), None)
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.expect_log(Some(LogLevel::Info), None)
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.expect_log(Some(LogLevel::Trace), None)
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.expect_http_call(
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Some("arch_internal"),
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@ -262,7 +263,7 @@ fn setup_filter(module: &mut Tester, config: &str) -> i32 {
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)
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.returning(Some(101))
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.expect_metric_increment("active_http_calls", 1)
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.expect_set_tick_period_millis(Some(0))
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.expect_set_tick_period_millis(Some(5000))
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.execute_and_expect(ReturnType::None)
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.unwrap();
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@ -289,7 +290,7 @@ fn setup_filter(module: &mut Tester, config: &str) -> i32 {
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0,
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)
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.expect_log(
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Some(LogLevel::Debug),
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Some(LogLevel::Trace),
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Some(
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format!(
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"filter_context: on_http_call_response called with token_id: {:?}",
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@ -332,7 +333,7 @@ llm_providers:
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overrides:
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# confidence threshold for prompt target intent matching
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prompt_target_intent_matching_threshold: 0.6
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prompt_target_intent_matching_threshold: 0.0
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system_prompt: |
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You are a helpful assistant.
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