{"id":15063712,"url":"https://github.com/incheonq/chatbot","last_synced_at":"2026-01-02T21:49:43.403Z","repository":{"id":256757681,"uuid":"856335206","full_name":"incheonQ/ChatBot","owner":"incheonQ","description":"chatbot 실습 ","archived":false,"fork":false,"pushed_at":"2024-09-12T12:17:12.000Z","size":184,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-22T08:37:21.465Z","etag":null,"topics":["chatbot","langchain","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/incheonQ.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-09-12T12:08:11.000Z","updated_at":"2024-09-12T12:17:15.000Z","dependencies_parsed_at":"2024-09-12T23:26:44.411Z","dependency_job_id":"7c0f46e5-13c6-45a8-bbe3-0c500527cd24","html_url":"https://github.com/incheonQ/ChatBot","commit_stats":null,"previous_names":["incheonq/chatbot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/incheonQ%2FChatBot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/incheonQ%2FChatBot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/incheonQ%2FChatBot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/incheonQ%2FChatBot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/incheonQ","download_url":"https://codeload.github.com/incheonQ/ChatBot/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243779079,"owners_count":20346656,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chatbot","langchain","streamlit"],"created_at":"2024-09-25T00:06:27.632Z","updated_at":"2026-01-02T21:49:43.342Z","avatar_url":"https://github.com/incheonQ.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LangChain, Streamlit, Chatbot 실습\n\n이 프로젝트는 Streamlit을 사용하여 만든 고객 응대 챗봇입니다. \nPDF 파일을 임베딩하고 OpenAI의 GPT 모델을 사용하여 질문에 답변합니다.\n\n## 주요 기능\n\n- PDF 파일 업로드 및 임베딩\n- OpenAI GPT 모델을 사용한 질문 응답\n- 대화 내용 및 임베딩 초기화 기능\n\n## 사용된 기술\n\n- Streamlit\n- LangChain\n- OpenAI GPT\n- FAISS (벡터 데이터베이스)\n\n## 설치 방법\n\n1. 저장소를 클론합니다:\n   ```\n   git clone [저장소 URL]\n   ```\n\n2. 필요한 패키지를 설치합니다:\n   ```\n   pip install -r requirements.txt\n   ```\n\n3. `.env` 파일을 생성하고 OpenAI API 키를 추가합니다:\n   ```\n   OPENAI_API_KEY=your_api_key_here\n   ```\n\n## 사용 방법\n\n1. Streamlit 앱을 실행합니다:\n   ```\n   streamlit run chatbot.py\n   ```\n\n2. 웹 브라우저에서 앱에 접속합니다.\n\n3. 사이드바에서 모델과 PDF 파일을 선택합니다.\n\n4. 채팅 입력창에 질문을 입력하고 응답을 받습니다.\n\n## 주의사항\n\n- PDF 파일은 `./files` 디렉토리에 저장해야 합니다.\n- OpenAI API 키가 필요합니다.\n\n\n## References\n\n - [실습자료 Notion 1](https://cobalt-clock-cf4.notion.site/1-316cddb045e1499e85b6e318d7e53016)\n\n- [실습자료 Notion 2](https://cobalt-clock-cf4.notion.site/2-d7701792858d4f029a257d80fbadc588)\n\n- [실습자료GitHub](https://github.com/Ukbang/240828_Modulabs/tree/main?tab=readme-ov-file)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fincheonq%2Fchatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fincheonq%2Fchatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fincheonq%2Fchatbot/lists"}