feat(neuron): strip reasoning from chat completions by default
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Closes #8. Reasoning-capable models (Qwen3, DeepSeek-R1, gpt-oss, Mistral Magistral, …) emit `<think>...</think>` blocks inline in their content stream. The chat-completions wire format has no slot for reasoning, so until this change every consumer either parsed the markers themselves (helexa-acp) or wrote the raw scratchpad content into their UI (Zed's commit-message generator — visible as the leaked reasoning block on every generated commit message against benjy's Qwen3-8B). ## Implementation, model-agnostic by design The neuron side now does token-level routing without any hardcoded model knowledge: 1. **At load time** (`detect_reasoning_token_pair` in `wire::event`), probe the tokenizer's vocabulary for a known reasoning-marker pair: `<think>` / `</think>` (Qwen3, DeepSeek-R1, gpt-oss), `[THINK]` / `[/THINK]` (Mistral Magistral), and a couple of derivatives. Each marker must resolve to a single token id; if both open and close resolve, stash on `LoadedModel.reasoning_tokens` (similarly `TpLoadedModel`). Non-reasoning models get `None` and pass through unchanged. 2. **At inference time**, the three streaming paths (`run_inference_streaming` CPU, `stream_inference_via_worker` CUDA single-GPU, `chat_completion_tp_stream` CUDA TP) now check each sampled token against the pair via the new `handle_reasoning_marker` helper before feeding it to the detokeniser. Open marker → set `in_reasoning = true`, drop the marker. Close marker → unset, drop. Other tokens go through `emit_delta(_blocking)` which now picks `ReasoningDelta` or `TextDelta` based on state. Markers never appear in the streamed output. 3. **In `wire::openai_chat`**, the projector splits into: - `project_chat_stream` (unchanged signature; default behaviour — drops `ReasoningDelta`) - `project_chat_stream_with(rx, …, ChatProjectionConfig)` — when `include_thinking: true` and `reasoning_markers: Some(_)`, re-wraps reasoning content with the literal open/close marker text and emits as content deltas. Preserves the on-the-wire shape that helexa-acp's `ThinkParser` expects. 4. **HTTP handler** reads `x-include-thinking: true` (case- insensitive `1`/`true`/`yes`) from the request headers and threads it into the projection config. cortex-gateway already forwards arbitrary headers verbatim, so the opt-in works end-to-end without gateway changes. 5. **helexa-acp's `openai_chat` provider** sets `x-include-thinking: true` on every request so its existing `ThinkParser` keeps receiving the marked content stream. `ThinkParser` itself is unchanged — needed for endpoints that aren't reasoning-aware (OpenRouter, OpenAI directly, etc.). ## Acceptance - Zed's commit-message generator (vanilla chat-completions client, no `x-include-thinking`) gets clean commit messages with no `<think>` block. - helexa-acp sessions continue to render thinking in Zed's thought UI via the opt-in path. - Models without reasoning tokens declared in their tokenizer pass through unchanged. - Implementation contains zero references to "qwen3" or any specific model — entirely driven by tokenizer metadata. ## Tests 9 new tests in `wire::event` (token-pair detection across 4 marker conventions, edge cases) and `wire::openai_chat` (default drop, opt-in re-wrap with multi-chunk reasoning, close-marker on Finish, fallback when markers absent, off-switch with markers present). All 213 workspace tests pass; fmt + clippy clean. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
@@ -97,3 +97,134 @@ impl FinishReason {
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}
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}
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}
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/// Open/close token IDs for the reasoning marker a loaded model uses
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/// (or `None` for non-reasoning models). The harness reads this once
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/// at load time from the tokenizer's added-tokens table, then the
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/// inference loop checks `next_token` against the pair to flip
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/// between [`InferenceEvent::TextDelta`] and
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/// [`InferenceEvent::ReasoningDelta`].
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///
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/// `open` and `close` text are kept alongside the IDs so wire
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/// projectors that want to re-emit the literal markers (the
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/// opt-in `include_thinking` path on chat completions) don't have
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/// to reach back into the tokenizer for the strings.
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#[derive(Debug, Clone)]
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pub struct ReasoningTokenPair {
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pub open_id: u32,
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pub close_id: u32,
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pub open_text: String,
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pub close_text: String,
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}
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/// Known reasoning-marker conventions. Each is a `(open, close)`
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/// pair of literal token strings. Each modern reasoning model
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/// declares its markers in the tokenizer's `added_tokens` table;
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/// at load time we probe for whichever pair the loaded tokenizer
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/// has and stash both IDs.
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///
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/// Ordering matters only for tie-breaking when a model declares
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/// multiple pairs (shouldn't happen in practice); the first hit
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/// wins.
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const KNOWN_REASONING_MARKERS: &[(&str, &str)] = &[
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// Qwen3, DeepSeek-R1, gpt-oss, and most other open-weight
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// reasoning models.
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("<think>", "</think>"),
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// Mistral Magistral.
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("[THINK]", "[/THINK]"),
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// Some older derivatives; harmless to probe.
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("<thought>", "</thought>"),
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("<reasoning>", "</reasoning>"),
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];
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/// Inspect a tokenizer for known reasoning-marker pairs and return
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/// the first match. The tokenizer types this trait is defined over
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/// just need to expose `token_to_id(&str) -> Option<u32>` so this
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/// stays decoupled from the candle crate — the production caller
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/// passes a `tokenizers::Tokenizer`, but tests can fake one.
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///
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/// Returns `None` when no known marker pair is fully declared
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/// (both open AND close token ids must resolve). That's the
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/// pass-through case — non-reasoning models, or reasoning models
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/// whose tokenizer split the markers across multiple tokens (rare
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/// in practice; modern reasoning tokenizers list them as
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/// `added_tokens`).
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pub fn detect_reasoning_token_pair<F>(token_to_id: F) -> Option<ReasoningTokenPair>
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where
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F: Fn(&str) -> Option<u32>,
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{
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for (open_text, close_text) in KNOWN_REASONING_MARKERS {
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let open_id = token_to_id(open_text);
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let close_id = token_to_id(close_text);
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if let (Some(open_id), Some(close_id)) = (open_id, close_id) {
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return Some(ReasoningTokenPair {
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open_id,
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close_id,
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open_text: (*open_text).into(),
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close_text: (*close_text).into(),
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});
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}
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}
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None
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use std::collections::HashMap;
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fn lookup<'a>(map: &'a HashMap<&'static str, u32>) -> impl Fn(&str) -> Option<u32> + 'a {
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|s| map.get(s).copied()
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}
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#[test]
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fn detects_qwen3_style_think_markers() {
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let mut m = HashMap::new();
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m.insert("<think>", 151648);
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m.insert("</think>", 151649);
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let pair = detect_reasoning_token_pair(lookup(&m)).expect("pair detected");
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assert_eq!(pair.open_id, 151648);
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assert_eq!(pair.close_id, 151649);
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assert_eq!(pair.open_text, "<think>");
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assert_eq!(pair.close_text, "</think>");
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}
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#[test]
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fn detects_mistral_magistral_markers() {
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let mut m = HashMap::new();
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m.insert("[THINK]", 100);
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m.insert("[/THINK]", 101);
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let pair = detect_reasoning_token_pair(lookup(&m)).expect("pair detected");
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assert_eq!(pair.open_text, "[THINK]");
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}
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#[test]
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fn returns_none_when_only_open_marker_present() {
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// A pathological tokenizer that has `<think>` but not
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// `</think>` shouldn't half-detect. Pass-through.
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let mut m = HashMap::new();
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m.insert("<think>", 1);
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assert!(detect_reasoning_token_pair(lookup(&m)).is_none());
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}
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#[test]
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fn returns_none_for_non_reasoning_tokenizer() {
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let m: HashMap<&'static str, u32> = HashMap::new();
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assert!(detect_reasoning_token_pair(lookup(&m)).is_none());
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}
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#[test]
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fn first_match_wins_when_multiple_pairs_declared() {
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// Hypothetical tokenizer with both Qwen-style AND Mistral-style
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// markers — the `<think>` pair is earlier in the convention
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// table so it wins.
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let mut m = HashMap::new();
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m.insert("<think>", 1);
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m.insert("</think>", 2);
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m.insert("[THINK]", 3);
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m.insert("[/THINK]", 4);
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let pair = detect_reasoning_token_pair(lookup(&m)).unwrap();
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assert_eq!(pair.open_id, 1);
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assert_eq!(pair.close_id, 2);
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}
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}
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@@ -21,4 +21,4 @@ pub mod event;
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pub mod openai_chat;
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pub mod openai_responses;
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pub use event::{FinishReason, InferenceEvent};
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pub use event::{FinishReason, InferenceEvent, ReasoningTokenPair, detect_reasoning_token_pair};
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@@ -30,13 +30,42 @@ use cortex_core::openai::{ChatCompletionChunk, ChunkChoice};
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use serde_json::json;
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use tokio::sync::mpsc;
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use super::event::{FinishReason, InferenceEvent};
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use super::event::{FinishReason, InferenceEvent, ReasoningTokenPair};
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/// Output channel buffer size. Mirrors the input side's bound; one
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/// event maps to at most one chunk, so equal capacity keeps the
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/// two ends in sync without surprising memory growth.
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const CHUNK_CHANNEL_CAPACITY: usize = 32;
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/// Per-stream config for the chat projector. Used by the
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/// production handler to thread per-request choices (currently:
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/// whether to surface reasoning content) into the projection
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/// without bloating the function signature.
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#[derive(Debug, Clone, Default)]
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pub struct ChatProjectionConfig {
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/// When `true`, reasoning content is re-wrapped with the
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/// model's literal open/close markers and emitted as content
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/// deltas — preserving the on-the-wire shape that
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/// reasoning-aware clients like helexa-acp's `ThinkParser`
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/// expect.
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///
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/// When `false` (the default), [`InferenceEvent::ReasoningDelta`]s
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/// are dropped entirely so consumers that don't know about
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/// reasoning (Zed's commit-message generator, any vanilla
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/// OpenAI client) don't have model-internal scratchpad
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/// material leaking into their UI. The chat-completions wire
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/// format has no slot for reasoning, so the default chooses
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/// the safer-for-naïve-clients behaviour.
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pub include_thinking: bool,
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/// Open/close marker strings to re-emit when `include_thinking`
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/// is set. Sourced from the loaded model's
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/// [`ReasoningTokenPair`]; `None` for non-reasoning models or
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/// when the caller doesn't have the pair handy (in which case
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/// `include_thinking` becomes equivalent to dropping reasoning
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/// because there's nothing to wrap).
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pub reasoning_markers: Option<ReasoningTokenPair>,
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}
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/// Project an [`InferenceEvent`] receiver into a
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/// [`ChatCompletionChunk`] receiver. Spawns one tokio task that
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/// owns the input receiver for the stream's lifetime and exits
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@@ -46,15 +75,55 @@ const CHUNK_CHANNEL_CAPACITY: usize = 32;
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/// chunk so the receiver can stay generic (decoupled from
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/// per-request metadata).
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pub fn project_chat_stream(
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mut rx: mpsc::Receiver<InferenceEvent>,
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rx: mpsc::Receiver<InferenceEvent>,
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id: String,
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created: u64,
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model_id: String,
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) -> mpsc::Receiver<ChatCompletionChunk> {
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// Default config: include_thinking off, no marker rewrap.
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project_chat_stream_with(rx, id, created, model_id, ChatProjectionConfig::default())
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}
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/// Same as [`project_chat_stream`] but with a per-stream config
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/// (currently controlling reasoning surfacing). Production
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/// callers that need the opt-in path call this directly; the
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/// shorter wrapper above stays as the no-config convenience.
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pub fn project_chat_stream_with(
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mut rx: mpsc::Receiver<InferenceEvent>,
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id: String,
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created: u64,
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model_id: String,
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config: ChatProjectionConfig,
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) -> mpsc::Receiver<ChatCompletionChunk> {
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let (tx, out_rx) = mpsc::channel::<ChatCompletionChunk>(CHUNK_CHANNEL_CAPACITY);
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tokio::spawn(async move {
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// Track whether the previous event was inside a reasoning
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// block — used to decide when to emit the literal close
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// marker on the include_thinking re-wrap path. When this
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// flips from true → false (a TextDelta or Finish lands
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// after one or more ReasoningDeltas), we emit the close
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// marker exactly once.
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let mut was_in_reasoning = false;
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while let Some(event) = rx.recv().await {
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// Close-marker insertion: if we're leaving a reasoning
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// chain, emit the literal close marker before the
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// current event.
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if was_in_reasoning && !matches!(event, InferenceEvent::ReasoningDelta(_)) {
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if let Some(marker) = config
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.include_thinking
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.then_some(())
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.and(config.reasoning_markers.as_ref())
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{
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let chunk = content_chunk(&id, created, &model_id, &marker.close_text);
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if tx.send(chunk).await.is_err() {
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return;
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}
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}
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was_in_reasoning = false;
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}
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let chunks = match event {
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InferenceEvent::Start => vec![role_chunk(&id, created, &model_id)],
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InferenceEvent::TextDelta(text) => {
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@@ -66,12 +135,42 @@ pub fn project_chat_stream(
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}
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vec![content_chunk(&id, created, &model_id, &text)]
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}
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InferenceEvent::ReasoningDelta(_) => {
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// Reasoning isn't representable in OpenAI chat
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// streaming today. The o-series uses a separate
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// `summary` event but it's gated by the
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// Responses API; chat-completions just drops it.
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continue;
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InferenceEvent::ReasoningDelta(text) => {
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if !config.include_thinking {
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// Default path — reasoning has no slot in
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// chat completions, so it's dropped. Naïve
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// clients (Zed commit-message generator,
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// any vanilla OpenAI client) get clean
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// output.
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continue;
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}
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let Some(markers) = config.reasoning_markers.as_ref() else {
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// Caller asked to include thinking but
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// didn't supply markers — best we can do
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// is emit the content as visible text.
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// Skip the wrap entirely.
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if text.is_empty() {
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continue;
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}
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let chunk = content_chunk(&id, created, &model_id, &text);
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if tx.send(chunk).await.is_err() {
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return;
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}
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continue;
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};
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// First chunk of a reasoning block → open
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// marker prelude. Subsequent reasoning deltas
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// in the same block reuse `was_in_reasoning`
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// to skip the prelude.
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let mut chunks = Vec::new();
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if !was_in_reasoning {
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chunks.push(content_chunk(&id, created, &model_id, &markers.open_text));
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}
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if !text.is_empty() {
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chunks.push(content_chunk(&id, created, &model_id, &text));
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}
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was_in_reasoning = true;
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chunks
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}
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InferenceEvent::Finish { reason } => {
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vec![final_chunk(&id, created, &model_id, reason)]
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@@ -238,4 +337,165 @@ mod tests {
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assert_eq!(out.len(), 1);
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assert_eq!(out[0].choices[0].delta["content"], "real");
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}
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fn pair() -> ReasoningTokenPair {
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ReasoningTokenPair {
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open_id: 0,
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close_id: 1,
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open_text: "<think>".into(),
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close_text: "</think>".into(),
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}
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}
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#[tokio::test]
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async fn include_thinking_rewraps_reasoning_with_literal_markers() {
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let (tx, rx) = mpsc::channel::<InferenceEvent>(8);
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let out_rx = project_chat_stream_with(
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rx,
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"id".into(),
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1,
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"m".into(),
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ChatProjectionConfig {
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include_thinking: true,
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reasoning_markers: Some(pair()),
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},
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);
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tx.send(InferenceEvent::ReasoningDelta("first ".into()))
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.await
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.unwrap();
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tx.send(InferenceEvent::ReasoningDelta("second".into()))
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.await
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.unwrap();
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tx.send(InferenceEvent::TextDelta("answer".into()))
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.await
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.unwrap();
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tx.send(InferenceEvent::Finish {
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reason: FinishReason::Stop,
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})
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.await
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.unwrap();
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drop(tx);
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let out = collect(out_rx).await;
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// Expected sequence: open marker → reasoning content (2 chunks)
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// → close marker → visible answer → final chunk.
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let contents: Vec<&str> = out
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.iter()
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.filter_map(|c| c.choices[0].delta["content"].as_str())
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.collect();
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assert_eq!(
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contents,
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vec!["<think>", "first ", "second", "</think>", "answer"]
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);
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assert_eq!(
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out.last().unwrap().choices[0].finish_reason.as_deref(),
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Some("stop")
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);
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}
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#[tokio::test]
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async fn include_thinking_closes_marker_at_finish_when_no_trailing_text() {
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// Edge case: stream ends inside a reasoning block (model
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// hit max_tokens mid-thought, no visible answer ever).
|
||||
// The Finish event still triggers the close marker so the
|
||||
// stream is balanced.
|
||||
let (tx, rx) = mpsc::channel::<InferenceEvent>(4);
|
||||
let out_rx = project_chat_stream_with(
|
||||
rx,
|
||||
"id".into(),
|
||||
1,
|
||||
"m".into(),
|
||||
ChatProjectionConfig {
|
||||
include_thinking: true,
|
||||
reasoning_markers: Some(pair()),
|
||||
},
|
||||
);
|
||||
tx.send(InferenceEvent::ReasoningDelta("thinking...".into()))
|
||||
.await
|
||||
.unwrap();
|
||||
tx.send(InferenceEvent::Finish {
|
||||
reason: FinishReason::Length,
|
||||
})
|
||||
.await
|
||||
.unwrap();
|
||||
drop(tx);
|
||||
let out = collect(out_rx).await;
|
||||
let contents: Vec<&str> = out
|
||||
.iter()
|
||||
.filter_map(|c| c.choices[0].delta["content"].as_str())
|
||||
.collect();
|
||||
assert_eq!(contents, vec!["<think>", "thinking...", "</think>"]);
|
||||
assert_eq!(
|
||||
out.last().unwrap().choices[0].finish_reason.as_deref(),
|
||||
Some("length")
|
||||
);
|
||||
}
|
||||
|
||||
#[tokio::test]
|
||||
async fn include_thinking_without_markers_emits_content_directly() {
|
||||
// Defensive: if the caller asks for thinking but the
|
||||
// model declared no markers, we still emit the content
|
||||
// rather than dropping it. Better to leak than to lose.
|
||||
let (tx, rx) = mpsc::channel::<InferenceEvent>(4);
|
||||
let out_rx = project_chat_stream_with(
|
||||
rx,
|
||||
"id".into(),
|
||||
1,
|
||||
"m".into(),
|
||||
ChatProjectionConfig {
|
||||
include_thinking: true,
|
||||
reasoning_markers: None,
|
||||
},
|
||||
);
|
||||
tx.send(InferenceEvent::ReasoningDelta("raw".into()))
|
||||
.await
|
||||
.unwrap();
|
||||
tx.send(InferenceEvent::Finish {
|
||||
reason: FinishReason::Stop,
|
||||
})
|
||||
.await
|
||||
.unwrap();
|
||||
drop(tx);
|
||||
let out = collect(out_rx).await;
|
||||
let contents: Vec<&str> = out
|
||||
.iter()
|
||||
.filter_map(|c| c.choices[0].delta["content"].as_str())
|
||||
.collect();
|
||||
assert_eq!(contents, vec!["raw"]);
|
||||
}
|
||||
|
||||
#[tokio::test]
|
||||
async fn include_thinking_off_drops_reasoning_even_with_markers() {
|
||||
// Default behaviour even when markers happen to be
|
||||
// configured. The flag is the gate, not the marker
|
||||
// presence.
|
||||
let (tx, rx) = mpsc::channel::<InferenceEvent>(4);
|
||||
let out_rx = project_chat_stream_with(
|
||||
rx,
|
||||
"id".into(),
|
||||
1,
|
||||
"m".into(),
|
||||
ChatProjectionConfig {
|
||||
include_thinking: false,
|
||||
reasoning_markers: Some(pair()),
|
||||
},
|
||||
);
|
||||
tx.send(InferenceEvent::ReasoningDelta("hidden".into()))
|
||||
.await
|
||||
.unwrap();
|
||||
tx.send(InferenceEvent::TextDelta("visible".into()))
|
||||
.await
|
||||
.unwrap();
|
||||
tx.send(InferenceEvent::Finish {
|
||||
reason: FinishReason::Stop,
|
||||
})
|
||||
.await
|
||||
.unwrap();
|
||||
drop(tx);
|
||||
let out = collect(out_rx).await;
|
||||
let contents: Vec<&str> = out
|
||||
.iter()
|
||||
.filter_map(|c| c.choices[0].delta["content"].as_str())
|
||||
.collect();
|
||||
assert_eq!(contents, vec!["visible"]);
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user