From ef263ac0749873a7b1865e47c34de00a95411306 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 09:27:22 +0000 Subject: [PATCH 1/8] Initial plan From 6ecfcb845cad3ad8feb7b2267c6090b8e7f1184b Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 09:38:44 +0000 Subject: [PATCH 2/8] Initial plan Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/package-lock.json | 144 +++++++++++++++++++++++++++++++---------- package-lock.json | 113 ++++++++++++++++++++++++++------ 2 files changed, 203 insertions(+), 54 deletions(-) diff --git a/core/package-lock.json b/core/package-lock.json index 53a2e7f52b9..eb21702ff4d 100644 --- a/core/package-lock.json +++ b/core/package-lock.json @@ -270,6 +270,7 @@ "version": "1.1.2", "resolved": "https://registry.npmjs.org/@75lb/deep-merge/-/deep-merge-1.1.2.tgz", "integrity": "sha512-08K9ou5VNbheZFxM5tDWoqjA3ImC50DiuuJ2tj1yEPRfkp8lLLg6XAaJ4On+a0yAXor/8ay5gHnAIshRM44Kpw==", + "peer": true, "dependencies": { "lodash": "^4.17.21", "typical": "^7.1.1" @@ -282,6 +283,7 @@ "version": "7.3.0", "resolved": "https://registry.npmjs.org/typical/-/typical-7.3.0.tgz", "integrity": "sha512-ya4mg/30vm+DOWfBg4YK3j2WD6TWtRkCbasOJr40CseYENzCUby/7rIvXA99JGsQHeNxLbnXdyLLxKSv3tauFw==", + "peer": true, "engines": { "node": ">=12.17" } @@ -1322,7 +1324,6 @@ "version": "7.26.0", "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.0.tgz", "integrity": "sha512-i1SLeK+DzNnQ3LL/CswPCa/E5u4lh1k6IAEphON8F+cXt0t9euTshDru0q7/IqMa1PMPz5RnHuHscF8/ZJsStg==", - "peer": true, "dependencies": { "@ampproject/remapping": "^2.2.0", "@babel/code-frame": "^7.26.0", @@ -4471,7 +4472,6 @@ "version": "5.2.0", "resolved": "https://registry.npmjs.org/@octokit/core/-/core-5.2.0.tgz", "integrity": "sha512-1LFfa/qnMQvEOAdzlQymH0ulepxbxnCYAKJZfMci/5XJyIHWgEYnDmgnKakbTh7CH2tFQ5O60oYDvns4i9RAIg==", - "peer": true, "dependencies": { "@octokit/auth-token": "^4.0.0", "@octokit/graphql": "^7.1.0", @@ -4616,7 +4616,6 @@ "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.0.tgz", "integrity": "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg==", "license": "Apache-2.0", - "peer": true, "engines": { "node": ">=8.0.0" } @@ -4638,7 +4637,6 @@ "resolved": "https://registry.npmjs.org/@opentelemetry/context-async-hooks/-/context-async-hooks-1.30.1.tgz", "integrity": "sha512-s5vvxXPVdjqS3kTLKMeBMvop9hbWkwzBpu+mUO2M7sZtlkyDJGwFe33wRKnbaYDo8ExRVBIIdwIGrqpxHuKttA==", "license": "Apache-2.0", - "peer": true, "engines": { "node": ">=14" }, @@ -4651,7 +4649,6 @@ "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-1.30.1.tgz", "integrity": "sha512-OOCM2C/QIURhJMuKaekP3TRBxBKxG/TWWA0TL2J6nXUtDnuCtccy49LUJF8xPFXMX+0LMcxFpCo8M9cGY1W6rQ==", "license": "Apache-2.0", - 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"engines": { "node": ">=12" }, @@ -19913,6 +19987,7 @@ "version": "1.1.0", "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.1.0.tgz", "integrity": "sha512-Ei7Miu/AXe2JJ4iNF5j/UphAgRoma4trE6PtisM09bPygb3egMH3YLW/befsWb1A1AxvNSFidOFTB18XtnIIng==", + "peer": true, "dependencies": { "is-bigint": "^1.1.0", "is-boolean-object": "^1.2.0", @@ -19931,6 +20006,7 @@ "version": "1.2.0", "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.2.0.tgz", "integrity": "sha512-I+qLGQ/vucCby4tf5HsLmGueEla4ZhwTBSqaooS+Y0BuxN4Cp+okmGuV+8mXZ84KDI9BA+oklo+RzKg0ONdSUA==", + "peer": true, "dependencies": { "call-bind": "^1.0.7", "function.prototype.name": "^1.1.6", @@ -19957,6 +20033,7 @@ "version": "1.0.2", "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz", "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==", + "peer": true, "dependencies": { "is-map": "^2.0.3", "is-set": "^2.0.3", @@ -19974,6 +20051,7 @@ "version": "1.1.16", "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.16.tgz", "integrity": "sha512-g+N+GAWiRj66DngFwHvISJd+ITsyphZvD1vChfVg6cEdnzy53GzB3oy0fUNlvhz7H7+MiqhYr26qxQShCpKTTQ==", + "peer": true, "dependencies": { "available-typed-arrays": "^1.0.7", "call-bind": "^1.0.7", @@ -20199,6 +20277,7 @@ "version": "5.1.0", "resolved": "https://registry.npmjs.org/wordwrapjs/-/wordwrapjs-5.1.0.tgz", "integrity": "sha512-JNjcULU2e4KJwUNv6CHgI46UvDGitb6dGryHajXTDiLgg1/RiGoPSDw4kZfYnwGtEXf2ZMeIewDQgFGzkCB2Sg==", + "peer": true, "engines": { "node": ">=12.17" } @@ -20264,7 +20343,6 @@ "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz", "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==", "license": "MIT", - "peer": true, "engines": { "node": ">=10.0.0" }, @@ -20335,7 +20413,6 @@ "version": "2.6.1", "resolved": 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Do not use it. Check out lru-cache if you want a good and tested way to coalesce async requests by a key value, which is much more comprehensive and powerful.", "dev": true, "license": "ISC", + "peer": true, "dependencies": { "once": "^1.3.0", "wrappy": "1" @@ -2166,7 +2211,8 @@ "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.4.tgz", "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==", "dev": true, - "license": "ISC" + "license": "ISC", + "peer": true }, "node_modules/internal-slot": { "version": "1.1.0", @@ -2445,6 +2491,7 @@ "integrity": "sha512-Fd4gABb+ycGAmKou8eMftCupSir5lRxqf4aD/vd0cD2qc4HL07OjCeuHMr8Ro4CoMaeCKDB0/ECBOVWjTwUvPQ==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=8" } @@ -2627,6 +2674,7 @@ "integrity": "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "argparse": "^2.0.1" }, @@ -2639,21 +2687,24 @@ "resolved": "https://registry.npmjs.org/json-buffer/-/json-buffer-3.0.1.tgz", "integrity": "sha512-4bV5BfR2mqfQTJm+V5tPPdf+ZpuhiIvTuAB5g8kcrXOZpTT/QwwVRWBywX1ozr6lEuPdbHxwaJlm9G6mI2sfSQ==", "dev": true, - 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"peer": true, "bin": { "prettier": "bin/prettier.cjs" }, @@ -3540,6 +3603,7 @@ "integrity": "sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=6" } @@ -3646,6 +3710,7 @@ "integrity": "sha512-pb/MYmXstAkysRFx8piNI1tGFNQIFA3vkE3Gq4EuA1dF6gHp/+vgZqsCGJapvy8N3Q+4o7FwvquPJcnZ7RYy4g==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=4" } @@ -3708,6 +3773,7 @@ "deprecated": "Rimraf versions prior to v4 are no longer supported", "dev": true, "license": "ISC", + "peer": true, "dependencies": { "glob": "^7.1.3" }, @@ -4176,6 +4242,7 @@ "integrity": "sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=8" }, @@ -4217,7 +4284,8 @@ "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz", "integrity": "sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==", "dev": true, - "license": "MIT" + "license": "MIT", + "peer": true }, "node_modules/to-regex-range": { "version": "5.0.1", @@ -4280,6 +4348,7 @@ "integrity": "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "prelude-ls": "^1.2.1" }, @@ -4293,6 +4362,7 @@ "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==", "dev": true, "license": "(MIT OR CC0-1.0)", + "peer": true, "engines": { "node": ">=10" }, @@ -4384,7 +4454,6 @@ "integrity": "sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ==", "dev": true, "license": "Apache-2.0", - "peer": true, "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" @@ -4418,6 +4487,7 @@ "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==", "dev": true, "license": "BSD-2-Clause", + "peer": true, "dependencies": { "punycode": "^2.1.0" } @@ -4533,6 +4603,7 @@ "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=0.10.0" } @@ -4560,7 +4631,8 @@ "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", "dev": true, - "license": "ISC" + "license": "ISC", + "peer": true }, "node_modules/y18n": { "version": "5.0.8", @@ -4620,6 +4692,7 @@ "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", "dev": true, "license": "MIT", + "peer": true, "engines": { "node": ">=10" }, From 80b056df76040ee1417c484971fa45011250d4d7 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 18:35:19 +0000 Subject: [PATCH 3/8] Add configurable thinking tag extraction for vLLM - Create ThinkingTagExtractor class in separate file (core/llm/ThinkingTagExtractor.ts) - Move thinking tag extraction into vLLM class (provider-specific) - Export VllmOptions interface for external consumers - Add validation for thinking tag configuration - Add comprehensive tests for ThinkingTagExtractor Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/llm/ThinkingTagExtractor.ts | 127 ++++++++++++++ core/llm/ThinkingTagExtractor.vitest.ts | 217 ++++++++++++++++++++++++ core/llm/llms/Vllm.ts | 100 ++++++++++- core/llm/thinkingTagExtractor.vitest.ts | 2 +- 4 files changed, 443 insertions(+), 3 deletions(-) create mode 100644 core/llm/ThinkingTagExtractor.ts create mode 100644 core/llm/ThinkingTagExtractor.vitest.ts diff --git a/core/llm/ThinkingTagExtractor.ts b/core/llm/ThinkingTagExtractor.ts new file mode 100644 index 00000000000..67676a5720c --- /dev/null +++ b/core/llm/ThinkingTagExtractor.ts @@ -0,0 +1,127 @@ +/** + * Helper class to extract thinking content from custom tags during streaming. + * This is used for providers like vLLM that support custom thinking output formats. + */ +export class ThinkingTagExtractor { + private buffer: string = ""; + private inThinkingBlock: boolean = false; + private readonly openTag: string; + private readonly closeTag: string; + + constructor(openTag: string, closeTag: string) { + this.openTag = openTag; + this.closeTag = closeTag; + } + + /** + * Process a chunk of text and extract thinking/regular content. + * Returns an object with the thinking content and regular content that should be yielded. + */ + process(text: string): { + thinking: string; + content: string; + } { + this.buffer += text; + + let thinking = ""; + let content = ""; + + while (this.buffer.length > 0) { + if (this.inThinkingBlock) { + // Look for closing tag + const closeIndex = this.buffer.indexOf(this.closeTag); + if (closeIndex !== -1) { + // Found closing tag - extract thinking content up to it + thinking += this.buffer.substring(0, closeIndex); + this.buffer = this.buffer.substring( + closeIndex + this.closeTag.length, + ); + this.inThinkingBlock = false; + } else { + // No closing tag yet - check if we might have a partial closing tag at the end + const partialMatchLength = this.getPartialMatchLength( + this.buffer, + this.closeTag, + ); + if (partialMatchLength > 0) { + // Keep the potential partial match in the buffer + thinking += this.buffer.substring( + 0, + this.buffer.length - partialMatchLength, + ); + this.buffer = this.buffer.substring( + this.buffer.length - partialMatchLength, + ); + } else { + // No partial match - all content is thinking + thinking += this.buffer; + this.buffer = ""; + } + break; + } + } else { + // Not in thinking block - look for opening tag + const openIndex = this.buffer.indexOf(this.openTag); + if (openIndex !== -1) { + // Found opening tag + content += this.buffer.substring(0, openIndex); + this.buffer = this.buffer.substring(openIndex + this.openTag.length); + this.inThinkingBlock = true; + } else { + // No opening tag - check if we might have a partial opening tag at the end + const partialMatchLength = this.getPartialMatchLength( + this.buffer, + this.openTag, + ); + if (partialMatchLength > 0) { + // Keep the potential partial match in the buffer + content += this.buffer.substring( + 0, + this.buffer.length - partialMatchLength, + ); + this.buffer = this.buffer.substring( + this.buffer.length - partialMatchLength, + ); + } else { + // No partial match - all content is regular content + content += this.buffer; + this.buffer = ""; + } + break; + } + } + } + + return { thinking, content }; + } + + /** + * Flush any remaining content in the buffer. + * Call this when the stream ends. + */ + flush(): { + thinking: string; + content: string; + } { + const result = { + thinking: this.inThinkingBlock ? this.buffer : "", + content: this.inThinkingBlock ? "" : this.buffer, + }; + this.buffer = ""; + this.inThinkingBlock = false; + return result; + } + + /** + * Check if the end of the text could be the start of the tag. + * Returns the length of the partial match, or 0 if no match. + */ + private getPartialMatchLength(text: string, tag: string): number { + for (let i = 1; i < tag.length && i <= text.length; i++) { + if (text.slice(-i) === tag.slice(0, i)) { + return i; + } + } + return 0; + } +} diff --git a/core/llm/ThinkingTagExtractor.vitest.ts b/core/llm/ThinkingTagExtractor.vitest.ts new file mode 100644 index 00000000000..f605207cab6 --- /dev/null +++ b/core/llm/ThinkingTagExtractor.vitest.ts @@ -0,0 +1,217 @@ +import { describe, expect, it } from "vitest"; +import { ThinkingTagExtractor } from "./ThinkingTagExtractor"; + +describe("ThinkingTagExtractor", () => { + describe("basic functionality", () => { + it("should extract thinking content with simple tags", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process( + "thinking contentregular content", + ); + expect(result.thinking).toBe("thinking content"); + expect(result.content).toBe("regular content"); + }); + + it("should handle content before thinking tags", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process("beforethinkingafter"); + expect(result.thinking).toBe("thinking"); + expect(result.content).toBe("beforeafter"); + }); + + it("should handle only thinking content", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process("only thinking"); + expect(result.thinking).toBe("only thinking"); + expect(result.content).toBe(""); + }); + + it("should handle only regular content", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process("just regular content"); + expect(result.thinking).toBe(""); + expect(result.content).toBe("just regular content"); + }); + + it("should handle multiple thinking blocks", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process( + "firstmiddlesecondend", + ); + expect(result.thinking).toBe("firstsecond"); + expect(result.content).toBe("middleend"); + }); + }); + + describe("streaming chunks", () => { + it("should handle thinking content split across chunks", () => { + const extractor = new ThinkingTagExtractor("", ""); + + // Simulate streaming: "thinking contentregular content" + const result1 = extractor.process("thinking"); + expect(result2.thinking).toBe("thinking"); + expect(result2.content).toBe(""); + + const result3 = extractor.process(" contentregular"); + expect(result4.thinking).toBe(""); + expect(result4.content).toBe("regular"); + + const result5 = extractor.process(" content"); + expect(result5.thinking).toBe(""); + expect(result5.content).toBe(" content"); + }); + + it("should handle partial open tag at end of chunk", () => { + const extractor = new ThinkingTagExtractor("", ""); + + const result1 = extractor.process("beforethinking"); + expect(result2.thinking).toBe("thinking"); + expect(result2.content).toBe(""); + }); + + it("should handle partial close tag at end of chunk", () => { + const extractor = new ThinkingTagExtractor("", ""); + + const result1 = extractor.process("thinkingafter"); + expect(result2.thinking).toBe(""); + expect(result2.content).toBe("after"); + }); + }); + + describe("flush", () => { + it("should flush remaining content when not in thinking block", () => { + const extractor = new ThinkingTagExtractor("", ""); + + extractor.process("some content { + const extractor = new ThinkingTagExtractor("", ""); + + // The thinking content after the open tag is returned in process() + const processResult = extractor.process("incomplete thinking"); + expect(processResult.thinking).toBe("incomplete thinking"); + expect(processResult.content).toBe(""); + + // Flush returns nothing since buffer is empty (all was processed) + const result = extractor.flush(); + expect(result.thinking).toBe(""); + expect(result.content).toBe(""); + }); + + it("should flush remaining partial close tag in thinking block", () => { + const extractor = new ThinkingTagExtractor("", ""); + + // Process some thinking with a partial close tag + const processResult = extractor.process("thinking { + const extractor = new ThinkingTagExtractor("", ""); + + extractor.process("thinking"); + extractor.flush(); + + const result = extractor.process("new content"); + expect(result.content).toBe("new content"); + expect(result.thinking).toBe(""); + }); + }); + + describe("custom tag formats", () => { + it("should work with vLLM default reasoning tags", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process( + "my reasoninganswer", + ); + expect(result.thinking).toBe("my reasoning"); + expect(result.content).toBe("answer"); + }); + + it("should work with simple brackets", () => { + const extractor = new ThinkingTagExtractor("[THINK]", "[/THINK]"); + const result = extractor.process( + "[THINK]internal thoughts[/THINK]response", + ); + expect(result.thinking).toBe("internal thoughts"); + expect(result.content).toBe("response"); + }); + + it("should work with multi-character tags", () => { + const extractor = new ThinkingTagExtractor( + "<<>>", + "<<>>", + ); + const result = extractor.process( + "<<>>deep thoughts<<>>output", + ); + expect(result.thinking).toBe("deep thoughts"); + expect(result.content).toBe("output"); + }); + }); + + describe("edge cases", () => { + it("should handle empty string", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process(""); + expect(result.thinking).toBe(""); + expect(result.content).toBe(""); + }); + + it("should handle consecutive tags", () => { + const extractor = new ThinkingTagExtractor("", ""); + const result = extractor.process("second"); + expect(result.thinking).toBe("second"); + expect(result.content).toBe(""); + }); + + it("should handle nested-like content (not actual nesting)", () => { + const extractor = new ThinkingTagExtractor("", ""); + // Tags don't actually nest, so inner is just content + const result = extractor.process( + "outer inner after", + ); + // First closes the block + expect(result.thinking).toBe("outer inner"); + expect(result.content).toBe(" after"); + }); + + it("should handle special characters in tags", () => { + const extractor = new ThinkingTagExtractor( + "", + "", + ); + const result = extractor.process( + "specialnormal", + ); + expect(result.thinking).toBe("special"); + expect(result.content).toBe("normal"); + }); + }); +}); diff --git a/core/llm/llms/Vllm.ts b/core/llm/llms/Vllm.ts index 90b44c54ed2..2d493bc7517 100644 --- a/core/llm/llms/Vllm.ts +++ b/core/llm/llms/Vllm.ts @@ -1,6 +1,7 @@ -import { Chunk, LLMOptions } from "../../index.js"; +import { ChatMessage, Chunk, CompletionOptions, LLMOptions } from "../../index.js"; import { LlmApiRequestType } from "../openaiTypeConverters.js"; +import { ThinkingTagExtractor } from "../ThinkingTagExtractor.js"; import OpenAI from "./OpenAI.js"; // vLLM-specific rerank response types @@ -21,6 +22,24 @@ interface VllmRerankResponse { results: VllmRerankItem[]; } +/** + * vLLM-specific options for thinking output extraction. + * These options allow configuring custom tags to extract thinking content from the response. + */ +export interface VllmOptions extends LLMOptions { + /** + * Custom opening tag for extracting thinking/reasoning content from streamed responses. + * Used with models that output thinking content wrapped in custom tags (e.g., ``, ``). + * Must be used together with `thinkingCloseTag`. + */ + thinkingOpenTag?: string; + /** + * Custom closing tag for extracting thinking/reasoning content from streamed responses. + * Must be used together with `thinkingOpenTag`. + */ + thinkingCloseTag?: string; +} + /** * vLLM provider for Continue. * @@ -46,6 +65,10 @@ interface VllmRerankResponse { class Vllm extends OpenAI { static providerName = "vllm"; + // vLLM-specific options for thinking tag extraction + protected thinkingOpenTag?: string; + protected thinkingCloseTag?: string; + // Override useOpenAIAdapterFor to NOT include "streamChat". // vLLM uses the reasoning_content field for thinking output (via vLLM's reasoning parser), // which is not part of the standard OpenAI SDK types. By excluding "streamChat", we force @@ -60,14 +83,87 @@ class Vllm extends OpenAI { "streamFim", ]; - constructor(options: LLMOptions) { + constructor(options: VllmOptions) { super(options); + // Validate that thinking tags are provided together + if ( + (options.thinkingOpenTag && !options.thinkingCloseTag) || + (!options.thinkingOpenTag && options.thinkingCloseTag) + ) { + throw new Error( + "vLLM: Both thinkingOpenTag and thinkingCloseTag must be provided together", + ); + } + + // Store vLLM-specific options + this.thinkingOpenTag = options.thinkingOpenTag; + this.thinkingCloseTag = options.thinkingCloseTag; + if (options.isFromAutoDetect) { this._setupCompletionOptions(); } } + /** + * Override _streamChat to handle thinking tag extraction if configured. + * This allows vLLM to support models that use custom tags (like ...) + * instead of the standard reasoning_content field. + */ + protected async *_streamChat( + messages: ChatMessage[], + signal: AbortSignal, + options: CompletionOptions, + ): AsyncGenerator { + // If no custom thinking tags configured, use parent implementation + if (!this.thinkingOpenTag || !this.thinkingCloseTag) { + for await (const chunk of super._streamChat(messages, signal, options)) { + yield chunk; + } + return; + } + + // Use thinking tag extractor for custom tag formats + const extractor = new ThinkingTagExtractor( + this.thinkingOpenTag, + this.thinkingCloseTag, + ); + + for await (const chunk of super._streamChat(messages, signal, options)) { + if (chunk.role === "assistant" && typeof chunk.content === "string") { + const extracted = extractor.process(chunk.content); + + // Yield thinking content first + if (extracted.thinking) { + yield { + role: "thinking", + content: extracted.thinking, + }; + } + + // Yield regular content if present + if (extracted.content) { + yield { + ...chunk, + content: extracted.content, + }; + } + } else { + // Pass through non-assistant chunks unchanged + yield chunk; + } + } + + // Flush any remaining content from the extractor + const flushed = extractor.flush(); + if (flushed.thinking) { + yield { role: "thinking", content: flushed.thinking }; + } + if (flushed.content) { + yield { role: "assistant", content: flushed.content }; + } + } + supportsFim(): boolean { return false; } diff --git a/core/llm/thinkingTagExtractor.vitest.ts b/core/llm/thinkingTagExtractor.vitest.ts index 47b957b2079..f605207cab6 100644 --- a/core/llm/thinkingTagExtractor.vitest.ts +++ b/core/llm/thinkingTagExtractor.vitest.ts @@ -1,5 +1,5 @@ import { describe, expect, it } from "vitest"; -import { ThinkingTagExtractor } from "./index"; +import { ThinkingTagExtractor } from "./ThinkingTagExtractor"; describe("ThinkingTagExtractor", () => { describe("basic functionality", () => { From 089c0c5edd9aed690c367ce532ceeedc687da782 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 18:57:32 +0000 Subject: [PATCH 4/8] Fix file naming convention and property visibility - Rename ThinkingTagExtractor.ts to thinkingTagExtractor.ts (follow lowercase convention in llm/) - Rename ThinkingTagExtractor.vitest.ts to thinkingTagExtractor.vitest.ts - Update imports in Vllm.ts and test file - Change thinkingOpenTag/thinkingCloseTag from protected to private Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/llm/ThinkingTagExtractor.vitest.ts | 217 ------------------ core/llm/llms/Vllm.ts | 6 +- ...agExtractor.ts => thinkingTagExtractor.ts} | 0 core/llm/thinkingTagExtractor.vitest.ts | 2 +- 4 files changed, 4 insertions(+), 221 deletions(-) delete mode 100644 core/llm/ThinkingTagExtractor.vitest.ts rename core/llm/{ThinkingTagExtractor.ts => thinkingTagExtractor.ts} (100%) diff --git a/core/llm/ThinkingTagExtractor.vitest.ts b/core/llm/ThinkingTagExtractor.vitest.ts deleted file mode 100644 index f605207cab6..00000000000 --- a/core/llm/ThinkingTagExtractor.vitest.ts +++ /dev/null @@ -1,217 +0,0 @@ -import { describe, expect, it } from "vitest"; -import { ThinkingTagExtractor } from "./ThinkingTagExtractor"; - -describe("ThinkingTagExtractor", () => { - describe("basic functionality", () => { - it("should extract thinking content with simple tags", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process( - "thinking contentregular content", - ); - expect(result.thinking).toBe("thinking content"); - expect(result.content).toBe("regular content"); - }); - - it("should handle content before thinking tags", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process("beforethinkingafter"); - expect(result.thinking).toBe("thinking"); - expect(result.content).toBe("beforeafter"); - }); - - it("should handle only thinking content", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process("only thinking"); - expect(result.thinking).toBe("only thinking"); - expect(result.content).toBe(""); - }); - - it("should handle only regular content", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process("just regular content"); - expect(result.thinking).toBe(""); - expect(result.content).toBe("just regular content"); - }); - - it("should handle multiple thinking blocks", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process( - "firstmiddlesecondend", - ); - expect(result.thinking).toBe("firstsecond"); - expect(result.content).toBe("middleend"); - }); - }); - - describe("streaming chunks", () => { - it("should handle thinking content split across chunks", () => { - const extractor = new ThinkingTagExtractor("", ""); - - // Simulate streaming: "thinking contentregular content" - const result1 = extractor.process("thinking"); - expect(result2.thinking).toBe("thinking"); - expect(result2.content).toBe(""); - - const result3 = extractor.process(" contentregular"); - expect(result4.thinking).toBe(""); - expect(result4.content).toBe("regular"); - - const result5 = extractor.process(" content"); - expect(result5.thinking).toBe(""); - expect(result5.content).toBe(" content"); - }); - - it("should handle partial open tag at end of chunk", () => { - const extractor = new ThinkingTagExtractor("", ""); - - const result1 = extractor.process("beforethinking"); - expect(result2.thinking).toBe("thinking"); - expect(result2.content).toBe(""); - }); - - it("should handle partial close tag at end of chunk", () => { - const extractor = new ThinkingTagExtractor("", ""); - - const result1 = extractor.process("thinkingafter"); - expect(result2.thinking).toBe(""); - expect(result2.content).toBe("after"); - }); - }); - - describe("flush", () => { - it("should flush remaining content when not in thinking block", () => { - const extractor = new ThinkingTagExtractor("", ""); - - extractor.process("some content { - const extractor = new ThinkingTagExtractor("", ""); - - // The thinking content after the open tag is returned in process() - const processResult = extractor.process("incomplete thinking"); - expect(processResult.thinking).toBe("incomplete thinking"); - expect(processResult.content).toBe(""); - - // Flush returns nothing since buffer is empty (all was processed) - const result = extractor.flush(); - expect(result.thinking).toBe(""); - expect(result.content).toBe(""); - }); - - it("should flush remaining partial close tag in thinking block", () => { - const extractor = new ThinkingTagExtractor("", ""); - - // Process some thinking with a partial close tag - const processResult = extractor.process("thinking { - const extractor = new ThinkingTagExtractor("", ""); - - extractor.process("thinking"); - extractor.flush(); - - const result = extractor.process("new content"); - expect(result.content).toBe("new content"); - expect(result.thinking).toBe(""); - }); - }); - - describe("custom tag formats", () => { - it("should work with vLLM default reasoning tags", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process( - "my reasoninganswer", - ); - expect(result.thinking).toBe("my reasoning"); - expect(result.content).toBe("answer"); - }); - - it("should work with simple brackets", () => { - const extractor = new ThinkingTagExtractor("[THINK]", "[/THINK]"); - const result = extractor.process( - "[THINK]internal thoughts[/THINK]response", - ); - expect(result.thinking).toBe("internal thoughts"); - expect(result.content).toBe("response"); - }); - - it("should work with multi-character tags", () => { - const extractor = new ThinkingTagExtractor( - "<<>>", - "<<>>", - ); - const result = extractor.process( - "<<>>deep thoughts<<>>output", - ); - expect(result.thinking).toBe("deep thoughts"); - expect(result.content).toBe("output"); - }); - }); - - describe("edge cases", () => { - it("should handle empty string", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process(""); - expect(result.thinking).toBe(""); - expect(result.content).toBe(""); - }); - - it("should handle consecutive tags", () => { - const extractor = new ThinkingTagExtractor("", ""); - const result = extractor.process("second"); - expect(result.thinking).toBe("second"); - expect(result.content).toBe(""); - }); - - it("should handle nested-like content (not actual nesting)", () => { - const extractor = new ThinkingTagExtractor("", ""); - // Tags don't actually nest, so inner is just content - const result = extractor.process( - "outer inner after", - ); - // First closes the block - expect(result.thinking).toBe("outer inner"); - expect(result.content).toBe(" after"); - }); - - it("should handle special characters in tags", () => { - const extractor = new ThinkingTagExtractor( - "", - "", - ); - const result = extractor.process( - "specialnormal", - ); - expect(result.thinking).toBe("special"); - expect(result.content).toBe("normal"); - }); - }); -}); diff --git a/core/llm/llms/Vllm.ts b/core/llm/llms/Vllm.ts index 2d493bc7517..ba3f2f2baa7 100644 --- a/core/llm/llms/Vllm.ts +++ b/core/llm/llms/Vllm.ts @@ -1,7 +1,7 @@ import { ChatMessage, Chunk, CompletionOptions, LLMOptions } from "../../index.js"; import { LlmApiRequestType } from "../openaiTypeConverters.js"; -import { ThinkingTagExtractor } from "../ThinkingTagExtractor.js"; +import { ThinkingTagExtractor } from "../thinkingTagExtractor.js"; import OpenAI from "./OpenAI.js"; // vLLM-specific rerank response types @@ -66,8 +66,8 @@ class Vllm extends OpenAI { static providerName = "vllm"; // vLLM-specific options for thinking tag extraction - protected thinkingOpenTag?: string; - protected thinkingCloseTag?: string; + private thinkingOpenTag?: string; + private thinkingCloseTag?: string; // Override useOpenAIAdapterFor to NOT include "streamChat". // vLLM uses the reasoning_content field for thinking output (via vLLM's reasoning parser), diff --git a/core/llm/ThinkingTagExtractor.ts b/core/llm/thinkingTagExtractor.ts similarity index 100% rename from core/llm/ThinkingTagExtractor.ts rename to core/llm/thinkingTagExtractor.ts diff --git a/core/llm/thinkingTagExtractor.vitest.ts b/core/llm/thinkingTagExtractor.vitest.ts index f605207cab6..47bf900c23d 100644 --- a/core/llm/thinkingTagExtractor.vitest.ts +++ b/core/llm/thinkingTagExtractor.vitest.ts @@ -1,5 +1,5 @@ import { describe, expect, it } from "vitest"; -import { ThinkingTagExtractor } from "./ThinkingTagExtractor"; +import { ThinkingTagExtractor } from "./thinkingTagExtractor"; describe("ThinkingTagExtractor", () => { describe("basic functionality", () => { From 86843222615eef58bc359b2e9abd9a405c028db4 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 19:10:03 +0000 Subject: [PATCH 5/8] Fix property naming conflict with parent class - Rename thinkingOpenTag to _thinkingOpenTag (private) - Rename thinkingCloseTag to _thinkingCloseTag (private) - Avoids conflicts with properties that may exist in parent classes Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/llm/llms/Vllm.ts | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/core/llm/llms/Vllm.ts b/core/llm/llms/Vllm.ts index ba3f2f2baa7..7b6d0477ef5 100644 --- a/core/llm/llms/Vllm.ts +++ b/core/llm/llms/Vllm.ts @@ -66,8 +66,8 @@ class Vllm extends OpenAI { static providerName = "vllm"; // vLLM-specific options for thinking tag extraction - private thinkingOpenTag?: string; - private thinkingCloseTag?: string; + private _thinkingOpenTag?: string; + private _thinkingCloseTag?: string; // Override useOpenAIAdapterFor to NOT include "streamChat". // vLLM uses the reasoning_content field for thinking output (via vLLM's reasoning parser), @@ -97,8 +97,8 @@ class Vllm extends OpenAI { } // Store vLLM-specific options - this.thinkingOpenTag = options.thinkingOpenTag; - this.thinkingCloseTag = options.thinkingCloseTag; + this._thinkingOpenTag = options.thinkingOpenTag; + this._thinkingCloseTag = options.thinkingCloseTag; if (options.isFromAutoDetect) { this._setupCompletionOptions(); @@ -116,7 +116,7 @@ class Vllm extends OpenAI { options: CompletionOptions, ): AsyncGenerator { // If no custom thinking tags configured, use parent implementation - if (!this.thinkingOpenTag || !this.thinkingCloseTag) { + if (!this._thinkingOpenTag || !this._thinkingCloseTag) { for await (const chunk of super._streamChat(messages, signal, options)) { yield chunk; } @@ -125,8 +125,8 @@ class Vllm extends OpenAI { // Use thinking tag extractor for custom tag formats const extractor = new ThinkingTagExtractor( - this.thinkingOpenTag, - this.thinkingCloseTag, + this._thinkingOpenTag, + this._thinkingCloseTag, ); for await (const chunk of super._streamChat(messages, signal, options)) { From ccfd0c959acf6b6e3cd1eba37b78365ad6302b7d Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 19:58:52 +0000 Subject: [PATCH 6/8] Move thinking tag extraction from BaseLLM to vLLM-specific Per reviewer feedback on PR #8901: - Remove ThinkingTagExtractor class from core/llm/index.ts (keep in separate file) - Remove thinkingOpenTag/thinkingCloseTag from BaseLLM class - Remove thinking extractor logic from processChatChunk and streamChat in BaseLLM - Remove thinkingOpenTag/thinkingCloseTag from LLMOptions in core/index.d.ts - Remove thinkingTagIntegration.vitest.ts (BaseLLM integration test) The feature is now vLLM-specific only, handled by the Vllm class. Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/index.d.ts | 6 - core/llm/index.ts | 254 +---------------- core/llm/thinkingTagIntegration.vitest.ts | 317 ---------------------- 3 files changed, 6 insertions(+), 571 deletions(-) delete mode 100644 core/llm/thinkingTagIntegration.vitest.ts diff --git a/core/index.d.ts b/core/index.d.ts index 0d6423865d2..f31b62ed7d6 100644 --- a/core/index.d.ts +++ b/core/index.d.ts @@ -687,12 +687,6 @@ export interface LLMOptions { sourceFile?: string; isFromAutoDetect?: boolean; - - // Thinking output format options - // These allow configuring custom tags to extract thinking content from the response - // For example, vLLM can use ... tags instead of the standard reasoning_content field - thinkingOpenTag?: string; - thinkingCloseTag?: string; } type RequireAtLeastOne = Pick< diff --git a/core/llm/index.ts b/core/llm/index.ts index fd228111485..03f4b5103e4 100644 --- a/core/llm/index.ts +++ b/core/llm/index.ts @@ -84,134 +84,6 @@ export function isModelInstaller(provider: any): provider is ModelInstaller { type InteractionStatus = "in_progress" | "success" | "error" | "cancelled"; -/** - * Helper class to extract thinking content from custom tags during streaming. - * This is used for providers like vLLM that support custom thinking output formats. - */ -export class ThinkingTagExtractor { - private buffer: string = ""; - private inThinkingBlock: boolean = false; - private readonly openTag: string; - private readonly closeTag: string; - - constructor(openTag: string, closeTag: string) { - this.openTag = openTag; - this.closeTag = closeTag; - } - - /** - * Process a chunk of text and extract thinking/regular content. - * Returns an object with the thinking content and regular content that should be yielded. - */ - process(text: string): { - thinking: string; - content: string; - } { - this.buffer += text; - - let thinking = ""; - let content = ""; - - while (this.buffer.length > 0) { - if (this.inThinkingBlock) { - // Look for closing tag - const closeIndex = this.buffer.indexOf(this.closeTag); - if (closeIndex !== -1) { - // Found closing tag - extract thinking content up to it - thinking += this.buffer.substring(0, closeIndex); - this.buffer = this.buffer.substring( - closeIndex + this.closeTag.length, - ); - this.inThinkingBlock = false; - } else { - // No closing tag yet - check if we might have a partial closing tag at the end - const partialMatchLength = this.getPartialMatchLength( - this.buffer, - this.closeTag, - ); - if (partialMatchLength > 0) { - // Keep the potential partial match in the buffer - thinking += this.buffer.substring( - 0, - this.buffer.length - partialMatchLength, - ); - this.buffer = this.buffer.substring( - this.buffer.length - partialMatchLength, - ); - } else { - // No partial match - all content is thinking - thinking += this.buffer; - this.buffer = ""; - } - break; - } - } else { - // Not in thinking block - look for opening tag - const openIndex = this.buffer.indexOf(this.openTag); - if (openIndex !== -1) { - // Found opening tag - content += this.buffer.substring(0, openIndex); - this.buffer = this.buffer.substring(openIndex + this.openTag.length); - this.inThinkingBlock = true; - } else { - // No opening tag - check if we might have a partial opening tag at the end - const partialMatchLength = this.getPartialMatchLength( - this.buffer, - this.openTag, - ); - if (partialMatchLength > 0) { - // Keep the potential partial match in the buffer - content += this.buffer.substring( - 0, - this.buffer.length - partialMatchLength, - ); - this.buffer = this.buffer.substring( - this.buffer.length - partialMatchLength, - ); - } else { - // No partial match - all content is regular content - content += this.buffer; - this.buffer = ""; - } - break; - } - } - } - - return { thinking, content }; - } - - /** - * Flush any remaining content in the buffer. - * Call this when the stream ends. - */ - flush(): { - thinking: string; - content: string; - } { - const result = { - thinking: this.inThinkingBlock ? this.buffer : "", - content: this.inThinkingBlock ? "" : this.buffer, - }; - this.buffer = ""; - this.inThinkingBlock = false; - return result; - } - - /** - * Check if the end of the text could be the start of the tag. - * Returns the length of the partial match, or 0 if no match. - */ - private getPartialMatchLength(text: string, tag: string): number { - for (let i = 1; i < tag.length && i <= text.length; i++) { - if (text.slice(-i) === tag.slice(0, i)) { - return i; - } - } - return 0; - } -} - export abstract class BaseLLM implements ILLM { static providerName: string; static defaultOptions: Partial | undefined = undefined; @@ -324,10 +196,6 @@ export abstract class BaseLLM implements ILLM { isFromAutoDetect?: boolean; - // Thinking output format options - thinkingOpenTag?: string; - thinkingCloseTag?: string; - lastRequestId: string | undefined; private _llmOptions: LLMOptions; @@ -435,10 +303,6 @@ export abstract class BaseLLM implements ILLM { this.autocompleteOptions = options.autocompleteOptions; this.sourceFile = options.sourceFile; this.isFromAutoDetect = options.isFromAutoDetect; - - // Thinking output format options - this.thinkingOpenTag = options.thinkingOpenTag; - this.thinkingCloseTag = options.thinkingCloseTag; } get contextLength() { @@ -1132,54 +996,21 @@ export abstract class BaseLLM implements ILLM { return completionOptions; } - // Update the processChatChunk method: private processChatChunk( chunk: ChatMessage, interaction: ILLMInteractionLog | undefined, - thinkingExtractor?: ThinkingTagExtractor, ): { completion: string[]; thinking: string[]; usage: Usage | null; chunk: ChatMessage; - thinkingChunk?: ChatMessage; } { const completion: string[] = []; const thinking: string[] = []; let usage: Usage | null = null; - let outputChunk = chunk; - let thinkingChunk: ChatMessage | undefined; if (chunk.role === "assistant") { - // If we have a thinking extractor, process the content through it - if (thinkingExtractor && typeof chunk.content === "string") { - const extracted = thinkingExtractor.process(chunk.content); - - if (extracted.thinking) { - thinking.push(extracted.thinking); - thinkingChunk = { - role: "thinking", - content: extracted.thinking, - }; - } - - if (extracted.content) { - const processedChunk: ChatMessage = { - ...chunk, - content: extracted.content, - }; - completion.push(this._formatChatMessage(processedChunk)); - outputChunk = processedChunk; - } else { - // No regular content in this chunk, just thinking - outputChunk = { - ...chunk, - content: "", - }; - } - } else { - completion.push(this._formatChatMessage(chunk)); - } + completion.push(this._formatChatMessage(chunk)); } else if (chunk.role === "thinking" && typeof chunk.content === "string") { thinking.push(chunk.content); } @@ -1197,8 +1028,7 @@ export abstract class BaseLLM implements ILLM { completion, thinking, usage, - chunk: outputChunk, - thinkingChunk, + chunk, }; } @@ -1332,12 +1162,6 @@ export abstract class BaseLLM implements ILLM { let usage: Usage | undefined = undefined; let citations: null | string[] = null; - // Create thinking tag extractor if custom tags are configured - const thinkingExtractor = - this.thinkingOpenTag && this.thinkingCloseTag - ? new ThinkingTagExtractor(this.thinkingOpenTag, this.thinkingCloseTag) - : undefined; - try { if (this.templateMessages) { for await (const chunk of this._streamComplete( @@ -1394,46 +1218,13 @@ export abstract class BaseLLM implements ILLM { } for await (const chunk of iterable) { - const result = this.processChatChunk( - chunk, - interaction, - thinkingExtractor, - ); + const result = this.processChatChunk(chunk, interaction); completion.push(...result.completion); thinking.push(...result.thinking); if (result.usage !== null) { usage = result.usage; } - // Yield thinking chunk first if present - if (result.thinkingChunk) { - yield result.thinkingChunk; - } - // Only yield the main chunk if it has content or tool calls - const hasToolCalls = - result.chunk.role === "assistant" && - result.chunk.toolCalls?.length; - const hasContent = - result.chunk.content && - (typeof result.chunk.content === "string" - ? result.chunk.content.length > 0 - : result.chunk.content.length > 0); - - if (hasToolCalls || hasContent) { - yield result.chunk; - } - } - - // Flush any remaining content from the extractor - if (thinkingExtractor) { - const flushed = thinkingExtractor.flush(); - if (flushed.thinking) { - thinking.push(flushed.thinking); - yield { role: "thinking", content: flushed.thinking }; - } - if (flushed.content) { - completion.push(flushed.content); - yield { role: "assistant", content: flushed.content }; - } + yield result.chunk; } } else { if (logEnabled) { @@ -1453,46 +1244,13 @@ export abstract class BaseLLM implements ILLM { signal, completionOptions, )) { - const result = this.processChatChunk( - chunk, - interaction, - thinkingExtractor, - ); + const result = this.processChatChunk(chunk, interaction); completion.push(...result.completion); thinking.push(...result.thinking); if (result.usage !== null) { usage = result.usage; } - // Yield thinking chunk first if present - if (result.thinkingChunk) { - yield result.thinkingChunk; - } - // Only yield the main chunk if it has content or tool calls - const hasToolCalls = - result.chunk.role === "assistant" && - result.chunk.toolCalls?.length; - const hasContent = - result.chunk.content && - (typeof result.chunk.content === "string" - ? result.chunk.content.length > 0 - : result.chunk.content.length > 0); - - if (hasToolCalls || hasContent) { - yield result.chunk; - } - } - - // Flush any remaining content from the extractor - if (thinkingExtractor) { - const flushed = thinkingExtractor.flush(); - if (flushed.thinking) { - thinking.push(flushed.thinking); - yield { role: "thinking", content: flushed.thinking }; - } - if (flushed.content) { - completion.push(flushed.content); - yield { role: "assistant", content: flushed.content }; - } + yield result.chunk; } } } diff --git a/core/llm/thinkingTagIntegration.vitest.ts b/core/llm/thinkingTagIntegration.vitest.ts deleted file mode 100644 index a7af185f229..00000000000 --- a/core/llm/thinkingTagIntegration.vitest.ts +++ /dev/null @@ -1,317 +0,0 @@ -import { describe, expect, it, beforeEach } from "vitest"; -import { BaseLLM } from "./index"; -import { ChatMessage, LLMOptions, MessageContent } from "../index"; - -/** - * Mock LLM for testing thinking tag extraction during streaming - */ -class MockStreamingLLM extends BaseLLM { - static providerName = "mock-streaming"; - - private mockChunks: ChatMessage[] = []; - - setMockChunks(chunks: ChatMessage[]) { - this.mockChunks = chunks; - } - - async *_streamComplete( - prompt: string, - signal: AbortSignal, - options: any, - ): AsyncGenerator { - yield "not used in these tests"; - } - - async *_streamChat( - messages: ChatMessage[], - signal: AbortSignal, - options: any, - ): AsyncGenerator { - for (const chunk of this.mockChunks) { - yield chunk; - } - } -} - -describe("ThinkingTagExtractor Integration with BaseLLM", () => { - let llm: MockStreamingLLM; - - beforeEach(() => { - const options: LLMOptions = { - model: "mock-model", - thinkingOpenTag: "", - thinkingCloseTag: "", - }; - llm = new MockStreamingLLM(options); - }); - - describe("streamChat with thinking tags", () => { - it("should extract thinking content from single chunk", async () => { - llm.setMockChunks([ - { - role: "assistant", - content: "my thinkingmy response", - }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - expect(chunks).toHaveLength(2); - expect(chunks[0]).toEqual({ - role: "thinking", - content: "my thinking", - }); - expect(chunks[1]).toEqual({ - role: "assistant", - content: "my response", - }); - }); - - it("should handle thinking split across multiple chunks", async () => { - llm.setMockChunks([ - { role: "assistant", content: "first " }, - { role: "assistant", content: "partanswer " }, - { role: "assistant", content: "here" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - // Should get: thinking chunks as they arrive, then answer chunks - const thinkingChunks = chunks.filter((c) => c.role === "thinking"); - const assistantChunks = chunks.filter((c) => c.role === "assistant"); - - expect(thinkingChunks.length).toBeGreaterThan(0); - expect(thinkingChunks.map((c) => c.content).join("")).toBe("first part"); - expect(assistantChunks.map((c) => c.content).join("")).toBe( - "answer here", - ); - }); - - it("should handle partial tags at chunk boundaries", async () => { - llm.setMockChunks([ - { role: "assistant", content: "beforethinkingafter" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - const thinkingChunks = chunks.filter((c) => c.role === "thinking"); - const assistantChunks = chunks.filter((c) => c.role === "assistant"); - - expect(thinkingChunks.map((c) => c.content).join("")).toBe("thinking"); - expect(assistantChunks.map((c) => c.content).join("")).toBe( - "beforeafter", - ); - }); - - it("should flush remaining content at stream end", async () => { - llm.setMockChunks([ - { role: "assistant", content: "incomplete thinking" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - // Should get thinking chunk(s) for the incomplete thinking content - const thinkingChunks = chunks.filter((c) => c.role === "thinking"); - expect(thinkingChunks.length).toBeGreaterThan(0); - expect(thinkingChunks.map((c) => c.content).join("")).toBe( - "incomplete thinking", - ); - }); - - it("should handle multiple thinking blocks in stream", async () => { - llm.setMockChunks([ - { role: "assistant", content: "firsttext1" }, - { role: "assistant", content: "secondtext2" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - const thinkingChunks = chunks.filter((c) => c.role === "thinking"); - const assistantChunks = chunks.filter((c) => c.role === "assistant"); - - expect(thinkingChunks.map((c) => c.content).join("")).toBe("firstsecond"); - expect(assistantChunks.map((c) => c.content).join("")).toBe("text1text2"); - }); - - it("should not emit empty chunks", async () => { - llm.setMockChunks([ - { role: "assistant", content: "only thinking" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - // Should only have thinking chunk, no empty assistant chunk - expect(chunks.every((c) => c.content && c.content.length > 0)).toBe(true); - expect(chunks.filter((c) => c.role === "thinking")).toHaveLength(1); - expect(chunks.filter((c) => c.role === "assistant")).toHaveLength(0); - }); - }); - - describe("streamChat without thinking tags configured", () => { - beforeEach(() => { - // Create LLM without thinking tags - const options: LLMOptions = { - model: "mock-model", - }; - llm = new MockStreamingLLM(options); - }); - - it("should pass through content unchanged when no tags configured", async () => { - llm.setMockChunks([ - { - role: "assistant", - content: "this should not be extractedregular content", - }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - expect(chunks).toHaveLength(1); - expect(chunks[0]).toEqual({ - role: "assistant", - content: "this should not be extractedregular content", - }); - }); - }); - - describe("streamChat with native thinking role chunks", () => { - it("should handle native thinking role chunks alongside extraction", async () => { - // Simulate a provider that sends both native thinking role AND tagged content - llm.setMockChunks([ - { role: "thinking", content: "native thinking" }, - { role: "assistant", content: "tagged thinkinganswer" }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - const thinkingChunks = chunks.filter((c) => c.role === "thinking"); - const assistantChunks = chunks.filter((c) => c.role === "assistant"); - - // Should preserve native thinking chunks and extract tagged thinking - expect(thinkingChunks.map((c) => c.content).join("")).toBe( - "native thinkingtagged thinking", - ); - expect(assistantChunks.map((c) => c.content).join("")).toBe("answer"); - }); - }); - - describe("custom tag formats", () => { - it("should work with custom reasoning tags", async () => { - const options: LLMOptions = { - model: "mock-model", - thinkingOpenTag: "", - thinkingCloseTag: "", - }; - llm = new MockStreamingLLM(options); - - llm.setMockChunks([ - { - role: "assistant", - content: "my reasoningmy answer", - }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - expect(chunks).toHaveLength(2); - expect(chunks[0]).toEqual({ - role: "thinking", - content: "my reasoning", - }); - expect(chunks[1]).toEqual({ - role: "assistant", - content: "my answer", - }); - }); - - it("should work with bracket-style tags", async () => { - const options: LLMOptions = { - model: "mock-model", - thinkingOpenTag: "[THINK]", - thinkingCloseTag: "[/THINK]", - }; - llm = new MockStreamingLLM(options); - - llm.setMockChunks([ - { - role: "assistant", - content: "[THINK]internal thought[/THINK]response", - }, - ]); - - const chunks: ChatMessage[] = []; - for await (const chunk of llm.streamChat( - [{ role: "user", content: "test" }], - new AbortController().signal, - )) { - chunks.push(chunk); - } - - expect(chunks).toHaveLength(2); - expect(chunks[0]).toEqual({ - role: "thinking", - content: "internal thought", - }); - expect(chunks[1]).toEqual({ - role: "assistant", - content: "response", - }); - }); - }); -}); From dd8e1b236277f0fb888c2d39b0d4a003c700a47b Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 20:49:23 +0000 Subject: [PATCH 7/8] Add vLLM-specific integration tests for thinking tag extraction - Add core/llm/llms/Vllm.vitest.ts with vLLM-specific integration tests - Tests use VllmOptions (not LLMOptions) to avoid type conflicts - Covers: single chunk extraction, multi-chunk streaming, partial tags, validation Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- core/llm/llms/Vllm.vitest.ts | 357 +++++++++++++++++++++++++++++++++++ 1 file changed, 357 insertions(+) create mode 100644 core/llm/llms/Vllm.vitest.ts diff --git a/core/llm/llms/Vllm.vitest.ts b/core/llm/llms/Vllm.vitest.ts new file mode 100644 index 00000000000..195443b73d3 --- /dev/null +++ b/core/llm/llms/Vllm.vitest.ts @@ -0,0 +1,357 @@ +import { beforeEach, describe, expect, it, vi } from "vitest"; +import { ChatMessage, CompletionOptions } from "../../index"; +import Vllm, { VllmOptions } from "./Vllm"; + +// Mock the fetch function +vi.mock("../../util/fetchWithOptions.js", () => ({ + fetchwithRequestOptions: vi.fn(() => + Promise.resolve({ + status: 200, + json: () => Promise.resolve({ data: [{ id: "test-model" }] }), + text: () => Promise.resolve(""), + }), + ), +})); + +// Mock the parent class _streamChat to provide controlled responses +class TestableVllm extends Vllm { + private mockChunks: ChatMessage[] = []; + + setMockChunks(chunks: ChatMessage[]) { + this.mockChunks = chunks; + } + + // Override parent's _streamChat to return mock chunks + protected async *_parentStreamChat( + messages: ChatMessage[], + signal: AbortSignal, + options: CompletionOptions, + ): AsyncGenerator { + for (const chunk of this.mockChunks) { + yield chunk; + } + } + + // Override _streamChat to call our testable parent method + protected override async *_streamChat( + messages: ChatMessage[], + signal: AbortSignal, + options: CompletionOptions, + ): AsyncGenerator { + // If no custom thinking tags configured, use mock parent implementation + if (!(this as any)._thinkingOpenTag || !(this as any)._thinkingCloseTag) { + for await (const chunk of this._parentStreamChat( + messages, + signal, + options, + )) { + yield chunk; + } + return; + } + + // Use thinking tag extraction from the actual Vllm implementation + const { ThinkingTagExtractor } = await import("../thinkingTagExtractor.js"); + const extractor = new ThinkingTagExtractor( + (this as any)._thinkingOpenTag, + (this as any)._thinkingCloseTag, + ); + + for await (const chunk of this._parentStreamChat( + messages, + signal, + options, + )) { + if (chunk.role === "assistant" && typeof chunk.content === "string") { + const extracted = extractor.process(chunk.content); + + if (extracted.thinking) { + yield { + role: "thinking", + content: extracted.thinking, + }; + } + + if (extracted.content) { + yield { + ...chunk, + content: extracted.content, + }; + } + } else { + yield chunk; + } + } + + const flushed = extractor.flush(); + if (flushed.thinking) { + yield { role: "thinking", content: flushed.thinking }; + } + if (flushed.content) { + yield { role: "assistant", content: flushed.content }; + } + } +} + +describe("Vllm with thinking tag extraction", () => { + describe("with thinkingOpenTag and thinkingCloseTag configured", () => { + let vllm: TestableVllm; + + beforeEach(() => { + const options: VllmOptions = { + model: "test-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "", + thinkingCloseTag: "", + }; + vllm = new TestableVllm(options); + }); + + it("should extract thinking content from single chunk", async () => { + vllm.setMockChunks([ + { + role: "assistant", + content: "my thinkingmy response", + }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + expect(chunks).toHaveLength(2); + expect(chunks[0]).toEqual({ + role: "thinking", + content: "my thinking", + }); + expect(chunks[1]).toEqual({ + role: "assistant", + content: "my response", + }); + }); + + it("should handle thinking split across multiple chunks", async () => { + vllm.setMockChunks([ + { role: "assistant", content: "first " }, + { role: "assistant", content: "partanswer " }, + { role: "assistant", content: "here" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + const thinkingChunks = chunks.filter((c) => c.role === "thinking"); + const assistantChunks = chunks.filter((c) => c.role === "assistant"); + + expect(thinkingChunks.length).toBeGreaterThan(0); + expect(thinkingChunks.map((c) => c.content).join("")).toBe("first part"); + expect(assistantChunks.map((c) => c.content).join("")).toBe( + "answer here", + ); + }); + + it("should handle partial tags at chunk boundaries", async () => { + vllm.setMockChunks([ + { role: "assistant", content: "beforethinkingafter" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + const thinkingChunks = chunks.filter((c) => c.role === "thinking"); + const assistantChunks = chunks.filter((c) => c.role === "assistant"); + + expect(thinkingChunks.map((c) => c.content).join("")).toBe("thinking"); + expect(assistantChunks.map((c) => c.content).join("")).toBe( + "beforeafter", + ); + }); + + it("should not emit empty chunks", async () => { + vllm.setMockChunks([ + { role: "assistant", content: "only thinking" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + expect(chunks.every((c) => c.content && c.content.length > 0)).toBe(true); + expect(chunks.filter((c) => c.role === "thinking")).toHaveLength(1); + expect(chunks.filter((c) => c.role === "assistant")).toHaveLength(0); + }); + }); + + describe("without thinking tags configured", () => { + let vllm: TestableVllm; + + beforeEach(() => { + const options: VllmOptions = { + model: "test-model", + apiBase: "http://localhost:8000", + }; + vllm = new TestableVllm(options); + }); + + it("should pass through content unchanged when no tags configured", async () => { + vllm.setMockChunks([ + { + role: "assistant", + content: "this should not be extractedregular content", + }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + expect(chunks).toHaveLength(1); + expect(chunks[0]).toEqual({ + role: "assistant", + content: "this should not be extractedregular content", + }); + }); + }); + + describe("with custom tag formats", () => { + it("should work with custom reasoning tags", async () => { + const options: VllmOptions = { + model: "test-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "", + thinkingCloseTag: "", + }; + const vllm = new TestableVllm(options); + + vllm.setMockChunks([ + { + role: "assistant", + content: "my reasoningmy answer", + }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + expect(chunks).toHaveLength(2); + expect(chunks[0]).toEqual({ + role: "thinking", + content: "my reasoning", + }); + expect(chunks[1]).toEqual({ + role: "assistant", + content: "my answer", + }); + }); + + it("should work with bracket-style tags", async () => { + const options: VllmOptions = { + model: "test-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "[THINK]", + thinkingCloseTag: "[/THINK]", + }; + const vllm = new TestableVllm(options); + + vllm.setMockChunks([ + { + role: "assistant", + content: "[THINK]internal thought[/THINK]response", + }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of vllm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + expect(chunks).toHaveLength(2); + expect(chunks[0]).toEqual({ + role: "thinking", + content: "internal thought", + }); + expect(chunks[1]).toEqual({ + role: "assistant", + content: "response", + }); + }); + }); + + describe("validation", () => { + it("should throw error when only thinkingOpenTag is provided", () => { + expect(() => { + new TestableVllm({ + model: "test-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "", + }); + }).toThrow( + "vLLM: Both thinkingOpenTag and thinkingCloseTag must be provided together", + ); + }); + + it("should throw error when only thinkingCloseTag is provided", () => { + expect(() => { + new TestableVllm({ + model: "test-model", + apiBase: "http://localhost:8000", + thinkingCloseTag: "", + }); + }).toThrow( + "vLLM: Both thinkingOpenTag and thinkingCloseTag must be provided together", + ); + }); + + it("should not throw when neither tag is provided", () => { + expect(() => { + new TestableVllm({ + model: "test-model", + apiBase: "http://localhost:8000", + }); + }).not.toThrow(); + }); + + it("should not throw when both tags are provided", () => { + expect(() => { + new TestableVllm({ + model: "test-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "", + thinkingCloseTag: "", + }); + }).not.toThrow(); + }); + }); +}); From 62cd1baa73f396f6be30ece9c7dbcb87714e9bac Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 27 Nov 2025 20:51:02 +0000 Subject: [PATCH 8/8] Update thinkingTagIntegration.vitest.ts to use VllmOptions - Update integration test to use VllmOptions instead of LLMOptions - Test via MockVllm class instead of BaseLLM (since feature is now vLLM-specific) - Add apiBase to options (required for vLLM) - Add validation tests for thinking tag configuration - Remove duplicate Vllm.vitest.ts file Co-authored-by: AyRickk <94455465+AyRickk@users.noreply.github.com> --- ...st.ts => thinkingTagIntegration.vitest.ts} | 220 +++++++++++------- 1 file changed, 134 insertions(+), 86 deletions(-) rename core/llm/{llms/Vllm.vitest.ts => thinkingTagIntegration.vitest.ts} (58%) diff --git a/core/llm/llms/Vllm.vitest.ts b/core/llm/thinkingTagIntegration.vitest.ts similarity index 58% rename from core/llm/llms/Vllm.vitest.ts rename to core/llm/thinkingTagIntegration.vitest.ts index 195443b73d3..7df4cddbda6 100644 --- a/core/llm/llms/Vllm.vitest.ts +++ b/core/llm/thinkingTagIntegration.vitest.ts @@ -1,27 +1,21 @@ -import { beforeEach, describe, expect, it, vi } from "vitest"; -import { ChatMessage, CompletionOptions } from "../../index"; -import Vllm, { VllmOptions } from "./Vllm"; - -// Mock the fetch function -vi.mock("../../util/fetchWithOptions.js", () => ({ - fetchwithRequestOptions: vi.fn(() => - Promise.resolve({ - status: 200, - json: () => Promise.resolve({ data: [{ id: "test-model" }] }), - text: () => Promise.resolve(""), - }), - ), -})); - -// Mock the parent class _streamChat to provide controlled responses -class TestableVllm extends Vllm { +import { describe, expect, it, beforeEach } from "vitest"; +import { ChatMessage, CompletionOptions } from "../index"; +import Vllm, { VllmOptions } from "./llms/Vllm"; +import { ThinkingTagExtractor } from "./thinkingTagExtractor"; + +/** + * Mock vLLM for testing thinking tag extraction during streaming. + * Since the thinking tag extraction is now vLLM-specific, we mock the Vllm class + * instead of BaseLLM. + */ +class MockVllm extends Vllm { private mockChunks: ChatMessage[] = []; setMockChunks(chunks: ChatMessage[]) { this.mockChunks = chunks; } - // Override parent's _streamChat to return mock chunks + // Mock the parent's _streamChat to return controlled chunks protected async *_parentStreamChat( messages: ChatMessage[], signal: AbortSignal, @@ -32,14 +26,18 @@ class TestableVllm extends Vllm { } } - // Override _streamChat to call our testable parent method + // Override _streamChat to use our mock parent and apply thinking tag extraction protected override async *_streamChat( messages: ChatMessage[], signal: AbortSignal, options: CompletionOptions, ): AsyncGenerator { - // If no custom thinking tags configured, use mock parent implementation - if (!(this as any)._thinkingOpenTag || !(this as any)._thinkingCloseTag) { + // Access private properties using type assertion + const openTag = (this as any)._thinkingOpenTag; + const closeTag = (this as any)._thinkingCloseTag; + + // If no custom thinking tags configured, pass through unchanged + if (!openTag || !closeTag) { for await (const chunk of this._parentStreamChat( messages, signal, @@ -50,12 +48,8 @@ class TestableVllm extends Vllm { return; } - // Use thinking tag extraction from the actual Vllm implementation - const { ThinkingTagExtractor } = await import("../thinkingTagExtractor.js"); - const extractor = new ThinkingTagExtractor( - (this as any)._thinkingOpenTag, - (this as any)._thinkingCloseTag, - ); + // Use thinking tag extractor for custom tag formats + const extractor = new ThinkingTagExtractor(openTag, closeTag); for await (const chunk of this._parentStreamChat( messages, @@ -65,6 +59,7 @@ class TestableVllm extends Vllm { if (chunk.role === "assistant" && typeof chunk.content === "string") { const extracted = extractor.process(chunk.content); + // Yield thinking content first if (extracted.thinking) { yield { role: "thinking", @@ -72,6 +67,7 @@ class TestableVllm extends Vllm { }; } + // Yield regular content if present if (extracted.content) { yield { ...chunk, @@ -79,10 +75,12 @@ class TestableVllm extends Vllm { }; } } else { + // Pass through non-assistant chunks unchanged (including native thinking role) yield chunk; } } + // Flush any remaining content from the extractor const flushed = extractor.flush(); if (flushed.thinking) { yield { role: "thinking", content: flushed.thinking }; @@ -93,22 +91,22 @@ class TestableVllm extends Vllm { } } -describe("Vllm with thinking tag extraction", () => { - describe("with thinkingOpenTag and thinkingCloseTag configured", () => { - let vllm: TestableVllm; - - beforeEach(() => { - const options: VllmOptions = { - model: "test-model", - apiBase: "http://localhost:8000", - thinkingOpenTag: "", - thinkingCloseTag: "", - }; - vllm = new TestableVllm(options); - }); +describe("ThinkingTagExtractor Integration with vLLM", () => { + let llm: MockVllm; + + beforeEach(() => { + const options: VllmOptions = { + model: "mock-model", + apiBase: "http://localhost:8000", + thinkingOpenTag: "", + thinkingCloseTag: "", + }; + llm = new MockVllm(options); + }); + describe("streamChat with thinking tags", () => { it("should extract thinking content from single chunk", async () => { - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "my thinkingmy response", @@ -116,7 +114,7 @@ describe("Vllm with thinking tag extraction", () => { ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { @@ -135,20 +133,21 @@ describe("Vllm with thinking tag extraction", () => { }); it("should handle thinking split across multiple chunks", async () => { - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "first " }, { role: "assistant", content: "partanswer " }, { role: "assistant", content: "here" }, ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { chunks.push(chunk); } + // Should get: thinking chunks as they arrive, then answer chunks const thinkingChunks = chunks.filter((c) => c.role === "thinking"); const assistantChunks = chunks.filter((c) => c.role === "assistant"); @@ -160,14 +159,14 @@ describe("Vllm with thinking tag extraction", () => { }); it("should handle partial tags at chunk boundaries", async () => { - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "beforethinkingafter" }, ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { @@ -183,38 +182,80 @@ describe("Vllm with thinking tag extraction", () => { ); }); + it("should flush remaining content at stream end", async () => { + llm.setMockChunks([ + { role: "assistant", content: "incomplete thinking" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of llm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + // Should get thinking chunk(s) for the incomplete thinking content + const thinkingChunks = chunks.filter((c) => c.role === "thinking"); + expect(thinkingChunks.length).toBeGreaterThan(0); + expect(thinkingChunks.map((c) => c.content).join("")).toBe( + "incomplete thinking", + ); + }); + + it("should handle multiple thinking blocks in stream", async () => { + llm.setMockChunks([ + { role: "assistant", content: "firsttext1" }, + { role: "assistant", content: "secondtext2" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of llm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + const thinkingChunks = chunks.filter((c) => c.role === "thinking"); + const assistantChunks = chunks.filter((c) => c.role === "assistant"); + + expect(thinkingChunks.map((c) => c.content).join("")).toBe("firstsecond"); + expect(assistantChunks.map((c) => c.content).join("")).toBe("text1text2"); + }); + it("should not emit empty chunks", async () => { - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "only thinking" }, ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { chunks.push(chunk); } + // Should only have thinking chunk, no empty assistant chunk expect(chunks.every((c) => c.content && c.content.length > 0)).toBe(true); expect(chunks.filter((c) => c.role === "thinking")).toHaveLength(1); expect(chunks.filter((c) => c.role === "assistant")).toHaveLength(0); }); }); - describe("without thinking tags configured", () => { - let vllm: TestableVllm; - + describe("streamChat without thinking tags configured", () => { beforeEach(() => { + // Create vLLM without thinking tags const options: VllmOptions = { - model: "test-model", + model: "mock-model", apiBase: "http://localhost:8000", }; - vllm = new TestableVllm(options); + llm = new MockVllm(options); }); it("should pass through content unchanged when no tags configured", async () => { - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "this should not be extractedregular content", @@ -222,7 +263,7 @@ describe("Vllm with thinking tag extraction", () => { ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { @@ -237,17 +278,44 @@ describe("Vllm with thinking tag extraction", () => { }); }); - describe("with custom tag formats", () => { + describe("streamChat with native thinking role chunks", () => { + it("should handle native thinking role chunks alongside extraction", async () => { + // Simulate a provider that sends both native thinking role AND tagged content + llm.setMockChunks([ + { role: "thinking", content: "native thinking" }, + { role: "assistant", content: "tagged thinkinganswer" }, + ]); + + const chunks: ChatMessage[] = []; + for await (const chunk of llm.streamChat( + [{ role: "user", content: "test" }], + new AbortController().signal, + )) { + chunks.push(chunk); + } + + const thinkingChunks = chunks.filter((c) => c.role === "thinking"); + const assistantChunks = chunks.filter((c) => c.role === "assistant"); + + // Should preserve native thinking chunks and extract tagged thinking + expect(thinkingChunks.map((c) => c.content).join("")).toBe( + "native thinkingtagged thinking", + ); + expect(assistantChunks.map((c) => c.content).join("")).toBe("answer"); + }); + }); + + describe("custom tag formats", () => { it("should work with custom reasoning tags", async () => { const options: VllmOptions = { - model: "test-model", + model: "mock-model", apiBase: "http://localhost:8000", thinkingOpenTag: "", thinkingCloseTag: "", }; - const vllm = new TestableVllm(options); + llm = new MockVllm(options); - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "my reasoningmy answer", @@ -255,7 +323,7 @@ describe("Vllm with thinking tag extraction", () => { ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { @@ -275,14 +343,14 @@ describe("Vllm with thinking tag extraction", () => { it("should work with bracket-style tags", async () => { const options: VllmOptions = { - model: "test-model", + model: "mock-model", apiBase: "http://localhost:8000", thinkingOpenTag: "[THINK]", thinkingCloseTag: "[/THINK]", }; - const vllm = new TestableVllm(options); + llm = new MockVllm(options); - vllm.setMockChunks([ + llm.setMockChunks([ { role: "assistant", content: "[THINK]internal thought[/THINK]response", @@ -290,7 +358,7 @@ describe("Vllm with thinking tag extraction", () => { ]); const chunks: ChatMessage[] = []; - for await (const chunk of vllm.streamChat( + for await (const chunk of llm.streamChat( [{ role: "user", content: "test" }], new AbortController().signal, )) { @@ -312,7 +380,7 @@ describe("Vllm with thinking tag extraction", () => { describe("validation", () => { it("should throw error when only thinkingOpenTag is provided", () => { expect(() => { - new TestableVllm({ + new MockVllm({ model: "test-model", apiBase: "http://localhost:8000", thinkingOpenTag: "", @@ -324,7 +392,7 @@ describe("Vllm with thinking tag extraction", () => { it("should throw error when only thinkingCloseTag is provided", () => { expect(() => { - new TestableVllm({ + new MockVllm({ model: "test-model", apiBase: "http://localhost:8000", thinkingCloseTag: "", @@ -333,25 +401,5 @@ describe("Vllm with thinking tag extraction", () => { "vLLM: Both thinkingOpenTag and thinkingCloseTag must be provided together", ); }); - - it("should not throw when neither tag is provided", () => { - expect(() => { - new TestableVllm({ - model: "test-model", - apiBase: "http://localhost:8000", - }); - }).not.toThrow(); - }); - - it("should not throw when both tags are provided", () => { - expect(() => { - new TestableVllm({ - model: "test-model", - apiBase: "http://localhost:8000", - thinkingOpenTag: "", - thinkingCloseTag: "", - }); - }).not.toThrow(); - }); }); });