173만명의 커뮤니티!! 함께 토론해봐요.
미해결
처음 해보는 맞춤형 LLM 만들기 – LoRA & QLoRA 파인튜닝 입문
load_dataset("imdb", split="train[:50]") 이 부분에서 오류가 나옵니다.. 일단 "stanfordnlp/imdb" 이렇게 수정해 봅니다
미해결
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
다른 수강자 답변으로 달아주신 내용으로 진행해도 빌드에러가 나네요,, 에러는 다음과 같습니다. 2026-07-23T11:18:49.730273Z Cloning repository... 2026-07-23T11:18:50.368416Z From https://github.com/ykcho-sys/openai-chatkit-starter-app 2026-07-23T11:18:50.36871Z * branch ff735b20c151ce66bdc2847a8050d807483a8b82 -> FETCH_HEAD 2026-07-23T11:18:50.368796Z 2026-07-23T11:18:50.386756Z HEAD is now at ff735b2 Add files via upload 2026-07-23T11:18:50.386975Z 2026-07-23T11:18:50.430186Z 2026-07-23T11:18:50.430517Z Using v2 root directory strategy 2026-07-23T11:18:50.442575Z Success: Finished cloning repository files 2026-07-23T11:18:52.037942Z Checking for configuration in a Wrangler configuration file (BETA) 2026-07-23T11:18:52.038327Z 2026-07-23T11:18:52.174064Z No Wrangler configuration file found. Continuing. 2026-07-23T11:18:52.43705Z Detected the following tools from environment: nodejs@22.22.0, npm@10.9.2 2026-07-23T11:18:52.437473Z Installing nodejs 22.22.0 2026-07-23T11:18:53.206123Z Trying to update node-build... ok 2026-07-23T11:18:53.257603Z To follow progress, use 'tail -f /tmp/node-build.20260723111853.799.log' or pass --verbose 2026-07-23T11:18:53.299865Z Downloading node-v22.22.0-linux-x64.tar.gz... 2026-07-23T11:18:53.425752Z -> https://nodejs.org/dist/v22.22.0/node-v22.22.0-linux-x64.tar.gz 2026-07-23T11:18:56.367721Z 2026-07-23T11:18:56.368031Z WARNING: node-v22.22.0-linux-x64 is in LTS Maintenance mode and nearing its end of life. 2026-07-23T11:18:56.368121Z It only receives critical security updates, critical bug fixes and documentation updates. 2026-07-23T11:18:56.368191Z 2026-07-23T11:18:56.368268Z Installing node-v22.22.0-linux-x64... 2026-07-23T11:18:56.803215Z Installed node-v22.22.0-linux-x64 to /opt/buildhome/.asdf/installs/nodejs/22.22.0 2026-07-23T11:18:56.803575Z 2026-07-23T11:18:57.426449Z Installing project dependencies: npm clean-install --progress=false 2026-07-23T11:19:13.796845Z 2026-07-23T11:19:13.797222Z added 341 packages, and audited 342 packages in 16s 2026-07-23T11:19:13.797336Z 2026-07-23T11:19:13.797641Z 139 packages are looking for funding 2026-07-23T11:19:13.797826Z run npm fund for details 2026-07-23T11:19:13.955605Z 2026-07-23T11:19:13.956084Z 10 vulnerabilities (2 moderate, 6 high, 2 critical) 2026-07-23T11:19:13.956195Z 2026-07-23T11:19:13.956243Z To address all issues, run: 2026-07-23T11:19:13.95629Z npm audit fix 2026-07-23T11:19:13.956349Z 2026-07-23T11:19:13.956391Z Run npm audit for details. 2026-07-23T11:19:14.030591Z Executing user command: npx @cloudflare/next-on-pages@1 2026-07-23T11:19:14.711456Z npm warn exec The following package was not found and will be installed: @cloudflare/next-on-pages@1.13.16 2026-07-23T11:19:17.079863Z npm error code ERESOLVE 2026-07-23T11:19:17.080221Z npm error ERESOLVE unable to resolve dependency tree 2026-07-23T11:19:17.080302Z npm error 2026-07-23T11:19:17.08036Z npm error While resolving: undefined@undefined 2026-07-23T11:19:17.081724Z npm error Found: @cloudflare/workers-types@4.20260702.1 2026-07-23T11:19:17.081835Z npm error node_modules/@cloudflare/workers-types 2026-07-23T11:19:17.081892Z npm error peerOptional @cloudflare/workers-types@"^4.20240208.0" from @cloudflare/next-on-pages@1.13.16 2026-07-23T11:19:17.082Z npm error node_modules/@cloudflare/next-on-pages 2026-07-23T11:19:17.082047Z npm error @cloudflare/next-on-pages@"1.13.16" from the root project 2026-07-23T11:19:17.082085Z npm error 2026-07-23T11:19:17.08212Z npm error Could not resolve dependency: 2026-07-23T11:19:17.082171Z npm error peerOptional @cloudflare/workers-types@"^5.20260721.1" from wrangler@4.113.0 2026-07-23T11:19:17.082214Z npm error node_modules/wrangler 2026-07-23T11:19:17.082246Z npm error peer wrangler@"^3.28.2 || ^4.0.0" from @cloudflare/next-on-pages@1.13.16 2026-07-23T11:19:17.082318Z npm error node_modules/@cloudflare/next-on-pages 2026-07-23T11:19:17.082381Z npm error @cloudflare/next-on-pages@"1.13.16" from the root project 2026-07-23T11:19:17.082416Z npm error 2026-07-23T11:19:17.082454Z npm error Fix the upstream dependency conflict, or retry 2026-07-23T11:19:17.082493Z npm error this command with --force or --legacy-peer-deps 2026-07-23T11:19:17.082535Z npm error to accept an incorrect (and potentially broken) dependency resolution. 2026-07-23T11:19:17.082567Z npm error 2026-07-23T11:19:17.082597Z npm error 2026-07-23T11:19:17.082639Z npm error For a full report see: 2026-07-23T11:19:17.082705Z npm error /opt/buildhome/.npm/_logs/2026-07-23T11_19_14_182Z-eresolve-report.txt 2026-07-23T11:19:17.082791Z npm error A complete log of this run can be found in: /opt/buildhome/.npm/_logs/2026-07-23T11_19_14_182Z-debug-0.log 2026-07-23T11:19:17.106609Z Failed: Error while executing user command. Exited with error code: 1 2026-07-23T11:19:17.112055Z Failed: build command exited with code: 1 2026-07-23T11:19:17.646247Z Failed: error occurred while running build command
미해결
챗봇을 만들며 배우는 ai agent 개발의 모든것(fastapi, RAG, vector, LangChain, sLLM/파인튜닝)
강의 노션 링크나 github 정보는 화면 보면서 하나하나 쳐야 하는걸까요?
미해결
챗봇을 만들며 배우는 ai agent 개발의 모든것(fastapi, RAG, vector, LangChain, sLLM/파인튜닝)
fastapi 구조와 실행에서 postman에 사용하는 json은 어디서 받을 수 있을까요?
미해결
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
18강 smithery 를 이용한 mcp 실습(업데이트 요청) 업데이트를 꼭 해주세요.
미해결
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
guardrails 부분도 현재버전과 약간 다릅니다.
미해결
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
smithery ai 언제 업데이트 되나요? 꼭 배우고 싶습니다.
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
You do not have permission to edit these settings Only members of your organization with the "Owner" role can edit these settings. 위와 같은 메시지와 나와 실습진행이 되지 않습니다.
미해결
처음 해보는 맞춤형 LLM 만들기 – LoRA & QLoRA 파인튜닝 입문
QLoRA 시 데이터 교체 : dataset = load_dataset("chukypedro/finetune", split="train")데이터가 없어져서, dataset = load_dataset("chukypedro/finetune", split="train")로 대체하였습니다. 허깅페이스 사이트 들어가서 검색해도 chukypedro/finetune데이터는 없습니다 LoRA Trainer에서 파라미터명이 바뀌었습니다. trainer = Trainer( model=model, # 학습할 모델 args=training_args, # 학습 설정 train_dataset=tokenized_dataset, # 학습 데이터 # tokenizer=tokenizer, # 텍스트 디코딩용(구버전 (4.45 이하)) processing_class=tokenizer, # 최신 버전 (4.46 이상) data_collator=data_collator, # 배치 구성 도우미 compute_metrics=compute_metrics # <-- 여기 추가 )
미해결
처음 해보는 맞춤형 LLM 만들기 – LoRA & QLoRA 파인튜닝 입문
pc에서는 괜찮은데 탭으로 들으니 화면확대시 화면이 까맙니다. 다른 강의들을 때는 이런 적이 없었는데요. 무슨 문제일까요?
미해결
처음 해보는 맞춤형 LLM 만들기 – LoRA & QLoRA 파인튜닝 입문
모든 자료 다운로드 누를때마다 똑같은 excel파일이 다운로드 받아지는데 왜 그런걸까요? 모두 이미지와 같은 엑셀파일이 모두 다운 받아집니다 강의 소개에 학습자료는 노션링크로 제공된다는데 노션 링크를 공유받을 수 있을까요?
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
제공된 stock price 들어가면 Get URL with keys instead 를 찾아볼 수 없고, Connect 에는 No Deployments found 라고만 뜨니다.
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
mcp 강의 38:33 부근에서 스미서리 화면 자체가 저와 달라서 저는 프로필이 안뜹니다. 좌측 상단의 마크도 다릅니다.
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
구글 드라이브 말고 다른 것도 혹시 몰라 봐봤는데 해당 부분에 Get URL with keys instead 가 없습니다.
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
No deployments found 라고 뜨는데, 회사 노트북으로 듣기 때문에 보안상 Smithery 사이트 접근이 잘 안되서 그러는 걸까요?
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
안녕하세요. Cloudflare를 이용해 앱 배포를 진행하던 중, 강의 영상에서 안내된 과정과 현재 Cloudflare의 인터페이스 및 설정 방법이 달라진 것을 확인했습니다. 그 과정에서 생성 및 배포를 진행할 때 지속적으로 빌드 실패가 발생하고 있습니다. 특히 최근 업데이트로 인해 "Worker 생성" 관련 버튼과 설정 방식이 변경된 것으로 보이며 , 이전에는 확인할 수 있었던 빌드 명령(Build Command) 설정이 현재는 "선택 사항"으로 표시되어 정확한 설정 방법을 파악하기 어려운 상황입니다. 최신화된 Cloudflare 환경에서는 어떤 방식으로 생성 및 배포 과정을 진행해야 하는지 안내해 주시면 감사하겠습니다. 감사합니다.
미해결
대규모 언어 모델, 핵심만 빠르게!
수업 하실 때 활용하시는 강의 자료를 제공 받을 수 있는지 문의 드립니다
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
3강의 1:44 쯤에 설문 조사 링크 제출했는데 작성한 이메일에 초대 메일이 안옵니다. 조치 부탁드립니다.
미해결
강화학습 올인원: 기초, 최신 알고리즘, 실무 활용까지
안녕하세요. 강의 정말 잘 듣고 있습니다. 질문이 있어 글 남겨봅니다. 행동가치함수는 그 상태에서 행동을 통해 즉시보상을 얻는 것이고, 상태가치함수는 그 상태에서 정책을 쭉 따라가면서 가치함수를 계산한다는 제 이해가 맞을까요? 상태 가치가 제일 높은 것을 선택하는 것이 최적 정책이고, 최적 정책을 만들기 위해서는 각 상태에서 결정적 최적정책을 통해 최적행동가치함수의 값이 가장 큰 행동을 선택한다는 제 이해가 맞을까요? 좋은 하루 되시길 바랍니다.
해결됨
OpenAI를 활용한 나만의 AI 에이전트 만들기 (Agent Builder, GPT-5, Chatkit, Cloudflare, MCP, Fine Tuning, CoT 등)
2026-01-24T18:01:27.860119Z Cloning repository... 2026-01-24T18:01:28.415748Z From https://github.com/ssmktr/openai-chatkit-starter-app 2026-01-24T18:01:28.416363Z * branch d8abdc1e7810bbe5fdb3c809e65c2b07141d1450 -> FETCH_HEAD 2026-01-24T18:01:28.41648Z 2026-01-24T18:01:28.451163Z HEAD is now at d8abdc1 Simplify ChatKit backend (#104) 2026-01-24T18:01:28.451626Z 2026-01-24T18:01:28.523349Z 2026-01-24T18:01:28.523863Z Using v2 root directory strategy 2026-01-24T18:01:28.544435Z Success: Finished cloning repository files 2026-01-24T18:01:30.338662Z Checking for configuration in a Wrangler configuration file (BETA) 2026-01-24T18:01:30.339458Z 2026-01-24T18:01:31.455516Z No wrangler.toml file found. Continuing. 2026-01-24T18:01:31.532601Z Detected the following tools from environment: nodejs@22.21.1 2026-01-24T18:01:31.533343Z Installing nodejs 22.21.1 2026-01-24T18:01:32.491348Z Trying to update node-build... ok 2026-01-24T18:01:32.581604Z To follow progress, use 'tail -f /tmp/node-build.20260124180132.491.log' or pass --verbose 2026-01-24T18:01:32.676902Z Downloading node-v22.21.1-linux-x64.tar.gz... 2026-01-24T18:01:32.916706Z -> https://nodejs.org/dist/v22.21.1/node-v22.21.1-linux-x64.tar.gz 2026-01-24T18:01:35.061658Z 2026-01-24T18:01:35.061984Z WARNING: node-v22.21.1-linux-x64 is in LTS Maintenance mode and nearing its end of life. 2026-01-24T18:01:35.062214Z It only receives critical security updates, critical bug fixes and documentation updates. 2026-01-24T18:01:35.0625Z 2026-01-24T18:01:35.062624Z Installing node-v22.21.1-linux-x64... 2026-01-24T18:01:35.494128Z Installed node-v22.21.1-linux-x64 to /opt/buildhome/.asdf/installs/nodejs/22.21.1 2026-01-24T18:01:35.49449Z 2026-01-24T18:01:36.434863Z Executing user command: npx @cloudflare/next-on-pages@1 2026-01-24T18:01:37.460162Z npm warn exec The following package was not found and will be installed: @cloudflare/next-on-pages@1.13.16 2026-01-24T18:01:49.78096Z npm warn deprecated path-match@1.2.4: This package is archived and no longer maintained. For support, visit https://github.com/expressjs/express/discussions 2026-01-24T18:01:50.799789Z npm warn deprecated tar@6.2.1: Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exhorbitant rates) by contacting i@izs.me 2026-01-24T18:01:51.18784Z npm warn deprecated @cloudflare/next-on-pages@1.13.16: Please use the OpenNext adapter instead: https://opennext.js.org/cloudflare 2026-01-24T18:01:59.323249Z ⚡ ️ @cloudflare/next-on-pages CLI v.1.13.16 2026-01-24T18:01:59.510375Z ⚡ ️ Detected Package Manager: npm (10.9.4) 2026-01-24T18:01:59.510832Z ⚡ ️ Preparing project... 2026-01-24T18:01:59.513738Z ⚡ ️ Project is ready 2026-01-24T18:01:59.514039Z ⚡ ️ Building project... 2026-01-24T18:02:00.366087Z ▲ npm warn exec The following package was not found and will be installed: vercel@50.5.0 2026-01-24T18:02:05.898447Z ▲ npm warn deprecated tar@6.2.1: Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exhorbitant rates) by contacting i@izs.me 2026-01-24T18:02:08.620603Z ▲ Vercel CLI 50.5.0 2026-01-24T18:02:08.625834Z ▲ > NOTE: The Vercel CLI now collects telemetry regarding usage of the CLI. 2026-01-24T18:02:08.626058Z ▲ > This information is used to shape the CLI roadmap and prioritize features. 2026-01-24T18:02:08.626552Z ▲ > You can learn more, including how to opt-out if you'd not like to participate in this program, by visiting the following URL: 2026-01-24T18:02:08.626709Z ▲ > https://vercel.com/docs/cli/about-telemetry 2026-01-24T18:02:08.713183Z ▲ WARN! Build not running on Vercel. System environment variables will not be available. 2026-01-24T18:02:08.844345Z ▲ Your application is being built using next build . If you need to define a different build step, please create a vercel-build script in your package.json (e.g. { "scripts": { "vercel-build": "npm run prepare && next build" } } ). 2026-01-24T18:02:08.847668Z ▲ Installing dependencies... 2026-01-24T18:02:09.443264Z ▲ up to date in 464ms 2026-01-24T18:02:09.460617Z ▲ Warning: Could not identify Next.js version, ensure it is defined as a project dependency. 2026-01-24T18:02:09.481655Z ▲ Error: No Next.js version detected. Make sure your package.json has "next" in either "dependencies" or "devDependencies". Also check your Root Directory setting matches the directory of your package.json file. 2026-01-24T18:02:09.554599Z 2026-01-24T18:02:09.554859Z ⚡ ️ The Vercel build npx vercel build ) command failed. For more details see the Vercel logs above. 2026-01-24T18:02:09.554978Z ⚡ ️ If you need help solving the issue, refer to the Vercel or Next.js documentation or their repositories. 2026-01-24T18:02:09.555101Z 2026-01-24T18:02:09.599906Z Failed: Error while executing user command. Exited with error code: 1 2026-01-24T18:02:09.609667Z Failed: build command exited with code: 1 2026-01-24T18:02:11.150853Z Failed: error occurred while running build command 빌드시 위에처럼 에러가 뜨면서 응용 프로그램 빌드 중 에서 멈추고 있습니다. 해결방법이 어떻게 될까요?
