From ccfdac12867c60a6fe42df599290b1aa8a1c7222 Mon Sep 17 00:00:00 2001 From: cooney Date: Mon, 15 Jun 2026 18:08:35 +0900 Subject: [PATCH] =?UTF-8?q?1.=20=EB=9E=AD=EC=B2=B4=EC=9D=B8=20=EC=9D=B4?= =?UTF-8?q?=EB=AF=B8=EC=A7=80=20=EC=9D=B8=EC=8B=9D=20=ED=9B=84=20=EC=B2=98?= =?UTF-8?q?=EB=A6=AC=20=EB=A7=88=EB=AC=B4=EB=A6=AC=202.=20fastAPI=EB=A1=9C?= =?UTF-8?q?=20=ED=94=84=EB=A1=9C=EC=A0=9D=ED=8A=B8=20=EA=B5=AC=EC=A1=B0=20?= =?UTF-8?q?=EC=8B=A4=EC=8A=B5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 1. 랭체인 이미지 인식 후 처리 마무리 2. fastAPI로 프로젝트 구조 실습 --- .idea/Source.iml | 1 + ollama/.idea/csv-editor.xml | 23 + ollama/.idea/forwardedPorts.xml | 19 + ollama/.idea/ollama.iml | 2 +- ollama/.idea/pyLspTools.xml | 34 + .../link_lists.bin | 0 .../data_level0.bin | Bin 0 -> 321200 bytes .../header.bin | Bin 0 -> 100 bytes .../length.bin | Bin 0 -> 400 bytes .../link_lists.bin | 0 ollama/db/img_vector/chroma.sqlite3 | Bin 0 -> 692224 bytes .../data_level0.bin | Bin 0 -> 321200 bytes .../header.bin | Bin 0 -> 100 bytes .../length.bin | Bin 0 -> 400 bytes .../link_lists.bin | 0 ollama/db/multimodal_db/chroma.sqlite3 | Bin 0 -> 208896 bytes ollama/image_analyzer.py | 158 ++ ollama/lanchain-vision.ipynb | 541 +++-- ollama/multi_app.py | 43 + ollama/multimodal.py | 281 +++ ollama/sample_images/sales_chart_2024.jpg | Bin 0 -> 12853 bytes project/.idea/.gitignore | 10 + .../inspectionProfiles/profiles_settings.xml | 6 + project/.idea/misc.xml | 4 + project/.idea/modules.xml | 8 + project/.idea/project.iml | 11 + project/.idea/pyLspTools.xml | 29 + project/.idea/vcs.xml | 6 + project/main.py | 16 + project/pyproject.toml | 5 + project/rag_app/.idea/.gitignore | 10 + project/rag_app/.idea/forwardedPorts.xml | 13 + .../inspectionProfiles/profiles_settings.xml | 6 + project/rag_app/.idea/misc.xml | 4 + project/rag_app/.idea/modules.xml | 8 + project/rag_app/.idea/pyLspTools.xml | 34 + project/rag_app/.idea/rag_app.iml | 11 + project/rag_app/.idea/vcs.xml | 6 + project/rag_app/backend/ai/embedding.py | 9 + project/rag_app/backend/ai/llm.py | 13 + project/rag_app/backend/config/settings.py | 11 + project/rag_app/backend/main.py | 16 + project/rag_app/backend/routers/api_router.py | 25 + .../rag_app/backend/routers/page_router.py | 15 + .../rag_app/backend/schemas/basic_schema.py | 5 + .../rag_app/backend/services/llm_service.py | 8 + .../rag_app/backend/services/rag_service.py | 6 + project/rag_app/backend/static/js/index.js | 44 + project/rag_app/backend/templates/index.html | 19 + project/rag_app/backend/templates/rag.html | 17 + project/rag_app/pyproject.toml | 5 + project/rag_app/uv.lock | 8 + pythonSource/.idea/.gitignore | 10 + .../inspectionProfiles/profiles_settings.xml | 6 + pythonSource/.idea/modules.xml | 8 + pythonSource/.idea/pythonSource.iml | 10 + pythonSource/.idea/vcs.xml | 6 + qiskit/.idea/pyLspTools.xml | 5 + qiskit/qiskit-implementation.ipynb | 1742 +++++++++++++++++ 59 files changed, 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b/ollama/image_analyzer.py @@ -0,0 +1,158 @@ +from langchain_ibm import WatsonxEmbeddings +from langchain_ibm import ChatWatsonx +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.output_parsers import StrOutputParser +from langchain_chroma import Chroma +from langchain_ollama import ChatOllama +from langchain_core.documents import Document +from langchain_core.messages import HumanMessage +from langchain_core.runnables import RunnablePassthrough +from langchain_text_splitters import RecursiveCharacterTextSplitter + +import base64 +import os +from pathlib import Path +from dotenv import load_dotenv +from PIL import Image, ImageEnhance, ImageFilter +import shutil +from io import BytesIO + + +######### +# 모델 +######### +load_dotenv() + +apikey = os.getenv("WATSONX_API_KEY") +project_id = os.getenv("WATSONX_PROJECT_ID") +watsonx_ai_url = os.getenv("WATSONX_URL") + +watson_llm = ChatWatsonx( + model_id="ibm/granite-4-h-small", + url=f"{watsonx_ai_url}", + api_key=f"{apikey}", + project_id=f"{project_id}", + max_tokens=2000, +) + +watson_embedding = WatsonxEmbeddings( + model_id="ibm/granite-embedding-278m-multilingual", + url=f"{watsonx_ai_url}", + api_key=f"{apikey}", + project_id=f"{project_id}" +) + +vision_llm = ChatOllama(model="minimax-m3:cloud", temperature=0) + +parser = StrOutputParser() + +print("모델 초기화 완료") +print(f"LLM : ibm/granite-4-h-small") +print(f"Embedding : ibm/granite-embedding-278m-multilingual") +print(f"Vision LLM: minimax-m3:cloud") + + +## 이미지 전처리 +def process_image(image_path): + img = Image.open(image_path) + img = img.convert("L") + + # 대비 향상 + img = ImageEnhance.Contrast(img).enhance(2.0) + + # 선명도 향상 + img = img.filter(ImageFilter.SHARPEN) + + # 이건 안되나? + # img = ImageEnhance.Sharpness(img).enhance(1.5) + + # 크기지정 : 처리 속도 최적화 + img.thumbnail((1024, 1024)) + + buffer = BytesIO() + img.save(buffer, format="PNG") + + return base64.b64encode(buffer.getvalue()).decode("utf-8") + +### vision llm 텍스트 추출 +def extract_text_from_image(image_path): + img_b64 = process_image((image_path)) + message = HumanMessage( + content=[ + {"type": "text", "text": """이 문서의 이미지에서 텍스트를 추출해주세요 + - 표, 항목, 번호 등 구조를 유지하세요 + - 읽을 수 없는 부분은 [불명확] 으로 유지하세요. + - 이미지 설명 없이 텍스트만 출력하세요. + """}, + { + "type": "image_url", + "image_url": {'url': f'data:image/jpeg;base64,{img_b64}'}, + }, + ] + ) + return vision_llm.invoke([message]).content + +## vectorstore 저장 +def build_vectorstore(texts, metadatas): + split_docs = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=50) + + # Document() + docs = [] + for text, meta in zip(texts, metadatas): + chunks = split_docs.split_text(text) + for i, chunk in enumerate(chunks): + docs.append(Document(page_content=chunk, metadata={**meta, "chunk_id":i})) + + db_path = "./db/multimodal_db" + if Path(db_path).exists(): + shutil.rmtree(db_path) + + vectorstore = Chroma.from_documents(docs, watson_embedding, persist_directory=db_path) + + return vectorstore + +def format_docs(docs): + return "\n\n".join( + f'[출처 : {d.metadata.get("source", "?")}]\n{d.page_content}' for d in docs) + +## rag 체인 +def build_rag_chain(vectorstore): + retriever = vectorstore.as_retriever(search_kwargs = {"k": 8}) + + rag_prompt = ChatPromptTemplate.from_messages( + [ + ( + "system", + "다음 문서 내용을 참고하여 질문에 답하세요.\n" + "문서에 없는 내용은 모른다고 답하세요.\n" + "문서 내용 : \n{context}" + ), + ("human", "{question}") + ] + ) + + parser = StrOutputParser() + chain = {"context": retriever | format_docs, "question":RunnablePassthrough()} | rag_prompt | watson_llm | parser + + return chain + +def process_documnets(image_paths): + texts = [] + metas = [] + for path in image_paths: + text = extract_text_from_image(path) + texts.append(text) + metas.append({"source": path}) + + return build_vectorstore(texts = texts, metadatas = metas) + +if __name__ == "__main__": + images = ["./image/receipt1.jpg", "./image/receipt2.jpg", "./image/receipt3.jpg"] + vectorstore = process_documnets(images) + rag_chain = build_rag_chain(vectorstore) + + question = ['총 금액은 얼마인가요?', "날짜가 언제인가요?"] + + for q in question: + print(f"Q: {q}") + print(f"A: {rag_chain.invoke(q)}\n") \ No newline at end of file diff --git a/ollama/lanchain-vision.ipynb b/ollama/lanchain-vision.ipynb index 1545eff..fca8246 100644 --- a/ollama/lanchain-vision.ipynb +++ b/ollama/lanchain-vision.ipynb @@ -19,12 +19,15 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2026-06-09T08:40:13.650962123Z", - "start_time": "2026-06-09T08:40:09.151285584Z" + "end_time": "2026-06-15T03:06:07.002963942Z", + "start_time": "2026-06-15T03:06:05.360626592Z" } }, "source": [ "import base64\n", + "\n", + "from jedi.inference import analysis\n", + "from langchain_core import documents\n", "from langchain_ibm import WatsonxEmbeddings\n", "from langchain_ibm import ChatWatsonx\n", "\n", @@ -41,23 +44,14 @@ "from langchain_core.documents import Document\n", "from langchain_core.messages import HumanMessage" ], - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/cooney/Source/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], - "execution_count": 1 + "outputs": [], + "execution_count": 3 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:40:13.666828279Z", - "start_time": "2026-06-09T08:40:13.654303979Z" + "end_time": "2026-06-15T03:06:07.012203786Z", + "start_time": "2026-06-15T03:06:07.003754555Z" } }, "cell_type": "code", @@ -71,13 +65,13 @@ ], "id": "27bd39a0da002140", "outputs": [], - "execution_count": 2 + "execution_count": 4 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:40:17.037718935Z", - "start_time": "2026-06-09T08:40:13.668291706Z" + "end_time": "2026-06-15T03:06:09.243124960Z", + "start_time": "2026-06-15T03:06:07.013041549Z" } }, "cell_type": "code", @@ -107,7 +101,7 @@ ], "id": "1b23141c1b60154a", "outputs": [], - "execution_count": 3 + "execution_count": 5 }, { "metadata": {}, @@ -118,8 +112,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:40:17.084968096Z", - "start_time": "2026-06-09T08:40:17.063355507Z" + "end_time": "2026-06-15T03:06:09.262869259Z", + "start_time": "2026-06-15T03:06:09.252393224Z" } }, "cell_type": "code", @@ -132,13 +126,13 @@ ], "id": "637e09cdf9c78eee", "outputs": [], - "execution_count": 4 + "execution_count": 6 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:40:17.236651215Z", - "start_time": "2026-06-09T08:40:17.091569162Z" + "end_time": "2026-06-15T03:06:09.329919223Z", + "start_time": "2026-06-15T03:06:09.264035014Z" } }, "cell_type": "code", @@ -168,13 +162,13 @@ ], "id": "a1114bd96f354025", "outputs": [], - "execution_count": 5 + "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:41:42.833366570Z", - "start_time": "2026-06-09T08:41:20.436085763Z" + "end_time": "2026-06-15T03:06:21.590918755Z", + "start_time": "2026-06-15T03:06:09.330837660Z" } }, "cell_type": "code", @@ -185,25 +179,30 @@ "name": "stdout", "output_type": "stream", "text": [ - "content='이미지에는 **고양이**가 보입니다. 구체적인 특징을 살펴보면:\\n\\n- **갈색 줄무늬 고양이(태비)**로, 회색과 갈색이 섞인 줄무늬 무늬를 가지고 있습니다.\\n- **아름다운 청록색(옅은 파란색)의 눈동자**이 매우 인상적입니다.\\n- 고양이가 **입을 살짝 벌리고** 있어서 마치 울려고 하거나 야옹거릴 것 같은 표정을 짓고 있습니다.\\n- **긴 흰색 수염**이 양옆으로 길게 뻗어 있습니다.\\n- 고양이는 **나무 바닥** 위에 있는 것처럼 보이며, 따뜻한 **오렌지색 톤의 나무 결**이 배경에 드러나 있습니다.\\n- 위에서 내려다보는 각도로 촬영되어 고양이의 얼굴이 화면을 가득 채우고 있습니다.\\n\\n전체적으로 아기자기하면서도 고양이의 생기 넘치는 표정이 잘 포착된 사진입니다. 🐱' additional_kwargs={} response_metadata={'model': 'minimax-m3', 'created_at': '2026-06-09T08:41:42.722793354Z', 'done': True, 'done_reason': 'stop', 'total_duration': 21061167608, 'load_duration': None, 'prompt_eval_count': 511, 'prompt_eval_duration': None, 'eval_count': 237, 'eval_duration': None, 'logprobs': None, 'model_name': 'minimax-m3', 'model_provider': 'ollama'} id='lc_run--019eab8b-199f-7811-bea5-c25c73d68d14-0' tool_calls=[] invalid_tool_calls=[] usage_metadata={'input_tokens': 511, 'output_tokens': 237, 'total_tokens': 748}\n" + "content='이 이미지에서는 카메라를 올려다보는 고양이가 보입니다. 주요 특징은 다음과 같습니다:\\n\\n- **품종**: 얼룩무늬 고양이(태비)로, 회색, 검은색, 갈색이 섞인 줄무늬 패턴을 가지고 있습니다.\\n- **눈**: 크고 둥근 밝은 청록색/연한 녹색 눈동자로, 위쪽에서 비스듬히 내려다보는 각도로 촬영되었습니다.\\n- **표정**: 입이 살짝 벌어져 있어 마치 울거나 야옹하는 것처럼 보이며, 작은 이빨이 살짝 보입니다.\\n- **수염**: 길고 곧은 흰색 수염이 양쪽으로 뻗어 있습니다.\\n- **배경**: 따뜻한 톤의 나무 바닥이나 가구 위에 있는 것으로 보입니다.\\n\\n전체적으로 아기자기하면서도 약간 놀라 보이거나 무언가를 요구하는 듯한 표정의 고양이 클로즈업 사진입니다.' additional_kwargs={} response_metadata={'model': 'minimax-m3', 'created_at': '2026-06-15T03:06:21.490583355Z', 'done': True, 'done_reason': 'stop', 'total_duration': 11626185191, 'load_duration': None, 'prompt_eval_count': 511, 'prompt_eval_duration': None, 'eval_count': 231, 'eval_duration': None, 'logprobs': None, 'model_name': 'minimax-m3', 'model_provider': 'ollama'} id='lc_run--019ec93e-624f-7b11-89b0-cd5aabe517b3-0' tool_calls=[] invalid_tool_calls=[] usage_metadata={'input_tokens': 511, 'output_tokens': 231, 'total_tokens': 742}\n" ] } ], "execution_count": 8 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:06:21.612768204Z", + "start_time": "2026-06-15T03:06:21.600081143Z" + } + }, "cell_type": "code", "source": "#### 2. URL 이미지", "id": "79877a4f0166e70d", "outputs": [], - "execution_count": null + "execution_count": 9 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:42:15.301506904Z", - "start_time": "2026-06-09T08:41:45.482282423Z" + "end_time": "2026-06-15T03:06:57.034661130Z", + "start_time": "2026-06-15T03:06:21.613674680Z" } }, "cell_type": "code", @@ -233,34 +232,34 @@ { "data": { "text/plain": [ - "'# 고양이 품종 분석\\n\\n이미지의 고양이는 **시베리안(Siberian)** 또는 **노르웨이 숲고양이(Norwegian Forest Cat)**로 보입니다. 특히 풍성한 이중 피모(double coat)와 체형으로 미루어 **시베리안 고양이**일 가능성이 높습니다.\\n\\n## 🐱 품종 특징\\n\\n### 외모\\n- **풍성한 장모**: 추운 서식지 환경에 적응한 이중 구조의 털\\n- **색상**: 화이트와 그레이의 클래릭 터비(고등어) 패턴\\n- **눈**: 크고 둥근 눈, 황금색~녹색 계열\\n- **체형**: 중대형의 다부진 몸매, 굵은 뼈대\\n\\n### 성격적 특징\\n- **온화하고 친근한 성격**: \"고양이계의 골든 리트리버\"라고 불릴 정도로 사람 친화적\\n- **높은 지능**: 문제 해결 능력이 뛰어나고 훈련이 잘 됨\\n- **사교적**: 다른 반려동물이나 아이들과도 잘 어울림\\n- **활발함**: 운동 능력이 뛰어나고 놀이를 좋아함\\n- **물에 대한 친화력**: 대부분의 고양이와 달리 물을 무서워하지 않음\\n\\n### 건강 관련\\n- **알레르기 저감형**: 다른 고양이 품종에 비해 **Fel d 1 단백질** 분비량이 적어 알레르기 반응이 적다고 알려져 있음\\n- **평균 수명**: 12~15년\\n- **유전 질환이 적어** 비교적 건강한 편\\n\\n### 역사\\n시베리안 고양이는 러시아 시베리아 지역이 원산지로, 수백 년 이상 야생에서 살아온 고양이가 길들여진 품종입니다. 자연 환경에 적응하며 진화한 대표적 토종 고양이 중 하나입니다.'" + "'# 🐱 고양이 품종 분석\\n\\n이미지에 보이는 고양이는 **장모종(Long-haired breed)** 의 새끼 고양이로 보입니다.\\n\\n## 추정 품종\\n\\n### 1. 시베리안 고양이 (Siberian Cat)\\n가장 가능성이 높은 품종입니다.\\n- **러시아 원산**의 자연산 출생 품종\\n- 풍성한 이중 모피(Double coat)\\n- 추운 기후에 적응한 풍성한 꼬리(브러시 테일)\\n\\n### 2. 노르웨이 숲고양이 (Norwegian Forest Cat)\\n가능성이 있는 대체 품종\\n- **북유럽(노르웨이) 원산**\\n- 비슷한 외형의 대형 장모종\\n\\n### 3. 메인쿤 (Maine Coon)\\n가능성 있음\\n- 미국 원산의 대형 품종\\n- 귀 끝에 술(lynx tips)이 있는 것이 특징\\n\\n## 외형적 특징\\n\\n| 특징 | 설명 |\\n|------|------|\\n| **털 색깔** | 그레이 & 화이트 이색(Bicolor) |\\n| **모피** | 길고 부드러운 장모, 이중 코트 |\\n| **귀** | 크고 뾰족하며 끝에 작은 술이 있음 |\\n| **눈** | 크고 둥글며 밝은 색(황록색) |\\n| **체형** | 통통하고 근육질, 강건한 골격 |\\n| **꼬리** | 매우 풍성한 브러시 형태 |\\n\\n## 성격적 특징 (장모종 공통)\\n\\n- 🌟 **온화하고 친근한 성격**\\n- 🧠 **높은 지능과 호기심**\\n- 💧 **물을 좋아하는 편** (대부분의 고양이와 다름)\\n- 👨\\u200d👩\\u200d👧 **가족에게 애착이 강함**\\n- 🐾 **활동적이고 장난기 많음**\\n\\n## 관리 포인트\\n\\n- **정기적인 빗질**: 매일 1회, 털 엉킴 방지\\n- **철저한 위생 관리**: 장모는 배변 후 엉덩이 털 관리가 필요\\n- **운동 공간 확보**: 대형 품종으로 충분히 뛰어놀 수 있는 공간 필요\\n- **식단 관리**: 풍성한 모피 유지를 위한 고단백질 사료\\n\\n이처럼 사랑스럽고 아름다운 새끼 고양이는 성격이 매우 좋고, 가족과 함께하면 훌륭한 반려동물이 될 것입니다! 💕'" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 9 + "execution_count": 10 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:42:15.314335059Z", - "start_time": "2026-06-09T08:42:15.303693807Z" + "end_time": "2026-06-15T03:06:57.059273077Z", + "start_time": "2026-06-15T03:06:57.045190160Z" } }, "cell_type": "code", "source": "#### 3. OCR", "id": "9549854d2a4d9c89", "outputs": [], - "execution_count": 10 + "execution_count": 11 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:42:15.335585069Z", - "start_time": "2026-06-09T08:42:15.316787126Z" + "end_time": "2026-06-15T03:06:57.080602805Z", + "start_time": "2026-06-15T03:06:57.060282470Z" } }, "cell_type": "code", @@ -275,13 +274,13 @@ ], "id": "32f3f6d75760fcec", "outputs": [], - "execution_count": 11 + "execution_count": 12 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:49:33.136027357Z", - "start_time": "2026-06-09T08:49:09.992205257Z" + "end_time": "2026-06-15T03:07:15.435586589Z", + "start_time": "2026-06-15T03:06:57.083111604Z" } }, "cell_type": "code", @@ -297,7 +296,7 @@ "\n", "message = HumanMessage(\n", " content = [\n", - " {\"type\":\"text\", \"text\":\"이 문서의 텍스트를 추출해주세요\"},\n", + " {\"type\":\"text\", \"text\":\"이 문서의 이미지에서 텍스트를 추출해주세요\"},\n", " {\"type\":\"image_url\", \"image_url\":{'url':f'data:image/jpeg;base64,{img_b64}'}},\n", "\n", " ]\n", @@ -315,50 +314,58 @@ "# 문서 텍스트 추출\n", "\n", "## 미래로봇추진단(서울 근무)\n", - "### S/W개발 - 시스템 소프트웨어\n", + "### S/W개발 - 시스템/소프트웨어\n", "\n", "---\n", "\n", - "### 포지션 소개 (Job Overview)\n", + "**포지션 소개 (Job Overview)**\n", "휴머노이드 로봇의 실시간 제어 시스템 및 소프트웨어 플랫폼을 개발하는 직무입니다. 운영체제 환경 구성, 디바이스 드라이버, 실시간 제어 프레임워크 등 로봇 동작의 핵심 기반이 되는 소프트웨어를 설계 및 개발하며, 하드웨어 설계 조직 및 AI 연구 조직과 긴밀히 협업합니다.\n", "\n", - "### 수행업무 (Job Details)\n", + "---\n", + "\n", + "**수행업무 (Job Details)**\n", "- 휴머노이드 로봇의 실시간 제어 프레임워크를 설계하고 개발합니다.\n", - "- 로봇, 센서 등 로봇 하드웨어 제어를 위한 디바이스 드라이버 및 하드웨어 추상화 계층을 개발합니다.\n", - "- 로봇 제어를 운영체제(Linux 기반 실시간 OS 등) 환경을 구성하고 시스템 성능을 최적화합니다.\n", + "- 로보, 센서 등 로봇 하드웨어 제어를 위한 디바이스 드라이버 및 하드웨어 추상화 계층을 개발합니다.\n", + "- 로봇 제어를 운영체제(Linux 기반 실시간 OS 등) 환경에 구성하고 시스템 성능을 최적화합니다.\n", "- 유관 부서와 협업하여 로봇 조직 등 시 기능과 제어 시스템 간 연동 미들웨어를 개발합니다.\n", "\n", - "### 자격요건 (Requirements)\n", + "---\n", + "\n", + "**자격요건 (Requirements)**\n", "- 컴퓨터, 전기·전자, 기계, 로봇공학 등 관련 전공을 하신 분\n", "- 운영체제 기반 개념에 대한 이해도를 보유하신 분\n", "- 요구사항을 분석하여 소프트웨어를 구조적으로 설계 및 구현하는 역량을 보유하신 분\n", "- 다양한 분야의 엔지니어와 적극적으로 소통하며 협업할 수 있는 역량을 보유하신 분\n", "\n", - "### 우대사항 (Preferences)\n", + "---\n", + "\n", + "**우대사항 (Preferences)**\n", "- C/C++ 기반 시스템 프로그래밍 역량을 보유하신 분\n", "- Linux 기반 임베디드 시스템 개발 경험을 보유하신 분 (Kernel, Device Driver, BSP 등)\n", "- CAN, EtherCAT, UDP 등 하드웨어 통신 프로토콜 활용 경험을 보유하신 분\n", "- ROS2 기반 로봇제어 소프트웨어 수행 경험을 보유하신 분\n", "- Git 기반 협업 및 CI/CD 환경에서의 개발 경험을 보유하신 분\n", "\n", - "### 커리어 비전 (Career Vision)\n", - "휴머노이드 로봇의 초기 개발 단계부터 참여하여 핵심 개발자로 성장할 수 있습니다. 실시간 제어, 시스템 아키텍처, 로봇 미들웨어 등 다양한 경험을 통해 로봇제어 시스템 SW 전문가, 나아가 시스템 아키텍트로의 커리어 확장이 가능합니다.\n", + "---\n", + "\n", + "**커리어 비전 (Career Vision)**\n", + "휴머노이드 로봇의 초기 개발 단계부터 참여하여 핵심 개발자로 성장할 수 있습니다. 실시간 제어, 시스템 아키텍처, 로봇 미들웨어 등 다양한 경험을 통해 로봇틱스 시스템 SW 전문가, 나아가 시스템 아키텍트로의 커리어 확장이 가능합니다.\n", "\n", "---\n", "\n", - "> **\"휴머노이드의 미래를 함께 실현할 분을 찾습니다\"**\n", + "> **\"휴머노이드의 미래를 함께 설계할 분을 찾습니다\"**\n", "> \n", - "> 로봇이 인공적으로 동작하기 위한 소프트웨어 기반을 함께 만들어 가며, 도전적인 기술 과제를 즐기는 분의 지원을 환영합니다.\n" + "> 로봇이 인정적으로 동작하기 위한 소프트웨어 기반을 함께 만들어가자. 도전적인 기술 과제를 즐기는 분의 지원을 환영합니다.\n" ] } ], - "execution_count": 17 + "execution_count": 13 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:58:04.822594430Z", - "start_time": "2026-06-09T08:58:04.802857234Z" + "end_time": "2026-06-15T03:07:15.454781421Z", + "start_time": "2026-06-15T03:07:15.444138572Z" } }, "cell_type": "code", @@ -381,13 +388,13 @@ ], "id": "d184430da51ccc36", "outputs": [], - "execution_count": 20 + "execution_count": 14 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:58:41.448285681Z", - "start_time": "2026-06-09T08:58:04.941406663Z" + "end_time": "2026-06-15T03:07:32.850368373Z", + "start_time": "2026-06-15T03:07:15.455557487Z" } }, "cell_type": "code", @@ -401,68 +408,67 @@ "name": "stdout", "output_type": "stream", "text": [ - "# 두 제품의 비교 분석\n", + "# 두 제품 비교 분석\n", "\n", - "## 📦 제품 1: 냉장고 (이미지 1)\n", + "## 🖼️ 이미지 1: 냉장고 (4도어 프렌치 도어형)\n", "\n", - "| 항목 | 내용 |\n", - "|------|------|\n", - "| **제품 유형** | 4도어 프렌치 도어 냉장고 |\n", - "| **외관 색상** | 화이트/크림 베이지 톤 |\n", - "| **구조** | 상단 2도어 + 하단 2도어 (중앙 검은색 손잡이 바) |\n", - "| **용도** | 식료품 보관 (냉동/냉장) |\n", - "| **소재** | 금속 외관, 매트한 마감 |\n", - "| **공간 배치** | 부엌에 독립적으로 설치 |\n", + "### 주요 특징\n", + "- **구조**: 4도어 프렌치 도어 디자인 (상단 2개 + 하단 2개)\n", + "- **색상**: 화이트 / 크림색\n", + "- **디자인**: 미니멀하고 깔끔한 라인\n", + "- **디스플레이**: 중앙에 검은색 디지털 디스플레이 패널\n", + "- **바퀴**: 하단 조절 가능한 발\n", "\n", - "## 🍽️ 제품 2: 식탁/테이블 (이미지 2)\n", - "\n", - "| 항목 | 내용 |\n", - "|------|------|\n", - "| **제품 유형** | 4인용 다용도 식탁 (다이닝 테이블) |\n", - "| **외관 색상** | 화이트 대리석 무늬 상판 + 블랙/골드 다리 |\n", - "| **구조** | 직사각형 상판 + 4개의 슬림 다리 |\n", - "| **용도** | 식사, 작업, 다용도 테이블 |\n", - "| **소재** | 석재/대리석 패턴 (MDF 또는 천연석 추정) + 금속 다리 |\n", - "| **공간 배치** | 거실/다이닝 공간에 배치 |\n", + "### 용도\n", + "주방용 대형 가전제품 (식품 보관)\n", "\n", "---\n", "\n", - "## 🔍 핵심 차이점 비교\n", + "## 🖼️ 이미지 2: 식탁 / 다이닝 테이블\n", "\n", - "### 1️⃣ **기능적 차이**\n", - "- **냉장고**: 식품 보관·냉각이라는 **단일 기능성 가전**\n", - "- **식탁**: 식사·작업·소통이 이루어지는 **생활 중심 가구**\n", + "### 주요 특징\n", + "- **소재**: 대리석 (화이트 + 그레이 veins) 상판\n", + "- **다리**: 검은색/다크 컬러 + 골드(Gold) 팁\n", + "- **형태**: 직사각형, 라운드 코너 처리\n", + "- **구조**: 모던한 4각 다리형\n", + "- **수납**: 하단 선반 구조\n", "\n", - "### 2️⃣ **디자인 철학**\n", - "- **냉장고**: 미니멀하고 깔끔한 모노톤, 현대 주방 인테리어에 맞춤\n", - "- **식탁**: 모던 럭셔리 스타일, 대리석 + 골드 디테일로 **고급스러움 강조**\n", - "\n", - "### 3️⃣ **사용 맥락**\n", - "- **냉장고**: 매일 사용되는 필수 가전 (실용성 중심)\n", - "- **식탁**: 가족 모임, 게스트 접대 등 **라이프스타일 연출**\n", - "\n", - "### 4️⃣ **가격대**\n", - "- **냉장고**: 일반적으로 4도어 모델은 **200~500만 원대** 이상\n", - "- **식탁**: 소재와 브랜드에 따라 **30~200만 원대**로 다양\n", - "\n", - "### 5️⃣ **공간 점유**\n", - "- **냉장고**: 벽면 붙박이로 수직 공간 활용\n", - "- **식탁**: 공간 중앙에 위치하며 **수평적 공간 활용**\n", + "### 용도\n", + "거실/식당/다이닝 공간 가구\n", "\n", "---\n", "\n", - "## 💡 공통점\n", - "두 제품 모두 **미니멀한 화이트 톤**으로 통일되어 있어 모던한 인테리어에 적합하며, 깔끔하고 세련된 실내 공간을 연출하는 데 기여하는 **생활 필수 아이템**입니다.\n" + "## 📊 핵심 차이점 비교\n", + "\n", + "| 구분 | 냉장고 | 식탁 |\n", + "|------|--------|------|\n", + "| **카테고리** | 가전제품 | 가구 |\n", + "| **소재** | 금속/플라스틱 | 대리석 + 금속 |\n", + "| **용도** | 식품 보관·냉각 | 식사·작업 공간 |\n", + "| **크기** | 대형 (약 180cm+) | 중형 (140~180cm) |\n", + "| **가격대** | 고가 (100만원~) | 중~고가 |\n", + "| **색감** | 모노톤 화이트 | 화이트+블랙+골드 |\n", + "| **디자인 스타일** | 미니멀 모던 | 럭셔리 모던 |\n", + "\n", + "---\n", + "\n", + "## 🎨 공통점\n", + "- **모던한 디자인**: 두 제품 모두 현대적인 인테리어에 어울리는 깔끔한 스타일\n", + "- **화이트 톤**: 밝고 깨끗한 인상을 주는 화이트 계열\n", + "- **고급스러움**: 프리미엄 제품군의 디자인 철학\n", + "\n", + "## 💡 인테리어 활용\n", + "두 제품 모두 **모던 미니멀** 또는 **럭셔리 모던** 스타일 주방에 잘 어울리며, 화이트 톤의 통일성으로 공간의 시너지를 극대화할 수 있습니다.\n" ] } ], - "execution_count": 21 + "execution_count": 15 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-06-09T08:59:26.775983373Z", - "start_time": "2026-06-09T08:58:56.843217983Z" + "end_time": "2026-06-15T03:08:00.503202012Z", + "start_time": "2026-06-15T03:07:32.869952272Z" } }, "cell_type": "code", @@ -480,57 +486,328 @@ "\n", "## 📊 차트 1: 최근 6개월 전체 화장품 수출 추이\n", "\n", - "| 기간 | 수출액(억 달러) | YoY 증감률 |\n", - "|------|----------------|-----------|\n", + "| 기간 | 수출액(백만$) | YoY 증감률 |\n", + "|------|---------------|------------|\n", "| 25년 12월 | 883.7 | +10.2% |\n", - "| 26년 1월 | 841.6 | **+33.7%** (최고점) |\n", - "| 26년 2월 | 752.1 | +1.7% (최저점) |\n", + "| 26년 1월 | 841.6 | **+33.7%** (최고) |\n", + "| 26년 2월 | 752.1 | +1.7% (최저) |\n", "| 26년 3월 | 960.4 | +23.0% |\n", "| 26년 4월 | **1,096.3** (최고 수출액) | +21.7% |\n", - "| 26년 5월(1~20일) | 671.1 | **-16.0%** (마이너스 전환) |\n", + "| 26년 5월(1~20일) | 671.1 | **-16.0%** (전월 대비 급락) |\n", "\n", "## 📊 차트 2: 5월 1~20일 주요 국가별 일평균 수출액\n", "\n", - "| 국가 | 일평균 수출액(백만 달러) | YoY 증감률 |\n", - "|------|-------------------------|-----------|\n", - "| 중화권(중국) | 13.13 | **+76.4%** |\n", - "| 유럽 | 11.14 | +61.3% |\n", + "| 국가 | 일평균 수출액(백만$) | YoY 증감률 |\n", + "|------|---------------------|------------|\n", + "| 중화권(중국) | 13.13 | **+76.4%** (최고) |\n", "| 미국 | 11.66 | +40.3% |\n", + "| 유럽 | 11.14 | +61.3% |\n", "| 동남아 | 4.91 | +22.0% |\n", - "| 일본 | 약 3.10 | **-14.1%** |\n", + "| 일본 | 3.xx | **-14.1%** (유일한 마이너스) |\n", "\n", "---\n", "\n", "## 🔍 주요 변화 추이 분석\n", "\n", - "### 1. **4월까지 성장 → 5월 급격한 반전**\n", - "- 1~4월 동안 꾸준한 성장세(YoY +21~34%)를 유지하며 4월에 **사상 최고치 1,096.3억 달러**를 기록\n", - "- 그러나 5월(1~20일)에 들어 **YoY -16.0%로 마이너스 전환**되며 성장세 급격히 둔화\n", + "### 1️⃣ **전체 수출의 5월 급격한 반전**\n", + "- 1~4월은 두 자릿수 성장(YoY +20~33%)을 유지하며 **우상향 흐름**이었으나, 5월(1~20일) 들어 **-16% 마이너스 성장**으로 전환\n", + "- 4월 대비 약 425백만$ 감소하며 **6개월 중 최저 수출액** 기록\n", "\n", - "### 2. **국가별 양극화 현상**\n", - "- **📈 신흥 시장 강세**: 중화권(+76.4%), 유럽(+61.3%), 미국(+40.3%) 등 주요 시장에서 고른 성장\n", - "- **📉 일본 시장 침체**: 유일하게 마이너스(-14.1%)를 기록하며 전체 수출액 둔화의 주요 원인으로 작용\n", + "### 2️⃣ **국가별 양극화 현상**\n", + "- ✅ **호조**: 중화권(76.4%), 유럽(61.3%), 미국(40.3%) 등 신흥·대형 시장은 여전히 고성장 지속\n", + "- ❌ **악화**: 일본은 유일한 마이너스(-14.1%) 국가로, **일·중 갈등 리스크**(수출 규제 등)가 직접적 영향으로 작용한 것으로 추정\n", "\n", - "### 3. **성장 동력의 재편**\n", - "- 종전에는 일본이 주요 화장품 수출 대상국이었으나, 일본 시장 위축이 전체 지표에 영향\n", - "- **중화권·유럽·미국 중심의 수출 구조 재편**이 가속화되는 흐름\n", + "### 3️⃣ **시장 다변화 효과**\n", + "- 5월 전체 수출 급감에도 **중국·유럽·미국** 비중이 절대적(1일 평균 11백만$ 이상)이라, 일본 위축이 전체 실적을 끌어내린 구조\n", + "- 중화권 일평균 수출액(13.13M$)이 전체 5월 실적의 약 **39%**(671.1M$ ÷ 20일 = 33.6M$ 기준)를 차지\n", "\n", - "### 4. **시사점**\n", - "- 5월 마이너스 전환은 **일본 시장 감소**가 가장 큰 영향 요인\n", - "- 단, 5월은 1~20일(부분 집계) 기간이므로 **후반부 회복 여부** 추가 모니터링 필요\n", - "- 한·중·일 관계 변화, 환율, 관세 등 외부 변수 영향 지속 점검 요구됨\n" + "### 4️⃣ **핵심 인사이트**\n", + "> 📌 **\"성장 동력은 견고하나, 지정학적 리스크 노출도 확대\"**\n", + "> - 美·유럽·중국의 K-뷰티 수요는 여전히 강력\n", + "> - 그러나 **일본 1개국의 감소**가 전체 수치를 마이너스로 전환시킬 정도로 **일본 시장 의존도 리스크**가 부각\n", + "> - 향후 **대일 수출 정상화 여부**가 6월 이후 실적 반등의 핵심 변수가 될 전망\n", + "\n", + "---\n", + "\n", + "**요약**: 두 차트를 종합하면, 2026년 상반기 화장품 수출은 **1~4월 고성장 → 5월 급락**의 V자 변동을 보였으며, 이는 **신흥 시장 확대(긍정)**와 **일본 시장 위축(부정)**의 상반된 요인이 결합된 결과로 해석됩니다.\n" ] } ], - "execution_count": 24 + "execution_count": 16 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### 멀티모달\n", + " - 이미지 기반 문서 분석 시스템" + ], + "id": "9687a7578057efa4" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:32.239301275Z", + "start_time": "2026-06-15T03:32:32.212206906Z" + } + }, + "cell_type": "code", + "source": [ + "# 이미지 => 설명문 생성\n", + "\n", + "def image_to_caption(image_path):\n", + " img_b64 = encode_image(image_path)\n", + " message = HumanMessage(\n", + " content = [\n", + " {\"type\":\"image_url\", \"image_url\":{'url':f'data:image/jpeg;base64,{img_b64}'}},\n", + " {\"type\":\"text\", \"text\": \"\"\"\n", + " 이 이미지를 검색용 설명문으로 요약하세요.\n", + " 200자 이내로 작성하세요.\n", + " 핵심 객체와 텍스트만 포함하세요.\n", + "\"\"\"}\n", + " ]\n", + " )\n", + " return vision_llm.invoke([message]).content" + ], + "id": "972db1f4ffac7c6f", + "outputs": [], + "execution_count": 32 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:43.666106534Z", + "start_time": "2026-06-15T03:32:32.758731810Z" + } + }, + "cell_type": "code", + "source": [ + "caption = image_to_caption('./image/chart1.png')\n", + "caption" + ], + "id": "5b60e8a76d1a4d47", + "outputs": [ + { + "data": { + "text/plain": [ + "'최근 6개월 화장품 수출액 및 전년동기 대비(YoY) 증감률 추이를 보여주는 막대·선 혼합 차트. 25년 12월부터 26년 5월(1~20일)까지 수출액은 752.1~1096.3백만 달러 범위, YoY는 33.7%에서 -16%까지 변동. 4월 수출액 1096.3백만 달러로 최고, 5월 -16%로 최저 성장률 기록.'" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 33 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:43.681737845Z", + "start_time": "2026-06-15T03:32:43.668688923Z" + } + }, + "cell_type": "code", + "source": [ + "# Document\n", + "\n", + "def build_multimodal_index(image_dir:str, text_docs:list[Document]):\n", + " all_docs = list(text_docs)\n", + "\n", + " # image_dir 안 파일 가져오기\n", + " image_files = list(Path(image_dir).glob(\"*.{jpg, jpeg, png}\"))\n", + "\n", + " # 캡션 생성 => Document => 임베딩\n", + " for img_path in image_files:\n", + " caption = image_to_caption(image_path = img_path)\n", + "\n", + " doc = Document(page_content=caption, metadata={\n", + " \"source\" : str(img_path),\n", + " \"type\" : \"image\",\n", + " \"image_path\" : str(img_path)\n", + " })\n", + " all_docs.append(doc)\n", + "\n", + " Chroma.from_documents(all_docs, watson_embedding, persist_directory=\"./db/multimodal_db\")" + ], + "id": "96b45e3ca155e9ab", + "outputs": [], + "execution_count": 34 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:43.691778483Z", + "start_time": "2026-06-15T03:32:43.682586147Z" + } + }, + "cell_type": "code", + "source": [ + "# 검색결과에 이미지 포함 여부 확인\n", + "\n", + "def search_with_images(vectorstore, query):\n", + " results = vectorstore.similarity_search_with_relevance_scores(query, k=5)\n", + " text_results = [doc for doc, score in results if doc.metadata.get(\"type\") != 'image']\n", + " image_results = [doc for doc, score in results if doc.metadata.get(\"type\") == 'image']\n", + " print(f\"텍스트 결과 : {len(text_results)}, 이미지 결과 {len(image_results)}\")\n", + " return text_results, image_results" + ], + "id": "8d26ef630c80b820", + "outputs": [], + "execution_count": 35 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:44.606069502Z", + "start_time": "2026-06-15T03:32:43.694865760Z" + } + }, + "cell_type": "code", + "source": [ + "image_doc = Document(\n", + " page_content=caption,\n", + " metadata = {\"type\" : \"image\", \"image_path\":\"./image/chart1.png\"}\n", + ")\n", + "\n", + "docs = [\n", + " Document(\n", + " page_content=\"2025년 매출은 증가했다.\"\n", + " ),\n", + " image_doc\n", + "]\n", + "\n", + "build_multimodal_index(\"./image\", docs)" + ], + "id": "a8beb26afaf51f76", + "outputs": [], + "execution_count": 36 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:46.252600621Z", + "start_time": "2026-06-15T03:32:44.616669574Z" + } + }, + "cell_type": "code", + "source": [ + "vectorstore = Chroma(embedding_function=watson_embedding, persist_directory=\"./db/multimodal_db\")\n", + "\n", + "results = vectorstore.similarity_search(\"매출 추세\", k=3)\n", + "\n", + "for r in results:\n", + " print(r.page_content)" + ], + "id": "16976c61e211677c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025년 매출은 증가했다.\n", + "2024년 분기별 매출 현황 막대그래프. Q1 120백만원(파랑), Q2 185백만원(초록), Q3 160백만원(주황), Q4 230백만원(빨강)으로 Q4가 최고치를 기록. 상단 좌측에 \"Q4 매출액 최고치\" 데이터 분석 메모 포함. 단위는 백만원.\n", + "최근 6개월 화장품 수출액 및 전년동기 대비(YoY) 증감률 추이를 보여주는 막대·선 혼합 차트. 25년 12월부터 26년 5월(1~20일)까지 수출액은 752.1~1096.3백만 달러 범위, YoY는 33.7%에서 -16%까지 변동. 4월 수출액 1096.3백만 달러로 최고, 5월 -16%로 최저 성장률 기록.\n" + ] + } + ], + "execution_count": 37 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:32:46.278685884Z", + "start_time": "2026-06-15T03:32:46.264136623Z" + } + }, + "cell_type": "code", + "source": [ + "def multimodal_answer(vectorstore, question):\n", + " text_results, image_results = search_with_images(vectorstore = vectorstore, query = question)\n", + "\n", + " # 텍스트 결과 하나의 컨텍스트로 생성\n", + " text_context = \"\\n\\n\".join([r.page_content for r in text_results])\n", + "\n", + " # 이미지로 검색된 경우\n", + " image_context = \"\"\n", + " referenced_images = []\n", + " for img_doc in image_results[:3]:\n", + " img_path = img_doc.metadata.get(\"image_path\")\n", + "\n", + " img_b64 = encode_image(img_path)\n", + " analysis = vision_llm.invoke([\n", + " HumanMessage(\n", + " content=[\n", + " {\"type\": \"image_url\", \"image_url\": {'url': f'data:image/jpeg;base64,{img_b64}'}},\n", + " {\"type\": \"text\", \"text\": f\"이 이미지에서 다음 질문과 관련된 내용을 설명하세요: {question}\"}\n", + " ]\n", + " )\n", + " ]).content\n", + "\n", + " image_context += f\"[이미지 분석: {img_path}]\\n{analysis}\\n\\n\"\n", + " referenced_images.append(img_path)\n", + "\n", + " # 최종 답변\n", + " combined_context = text_context + \"\\n\\n\" + image_context\n", + "\n", + " final_prompt = ChatPromptTemplate.from_messages([\n", + " (\"system\", \"다음은 텍스트와 이미지 분석 결과를 참고하여 질문에 대한 답변입니다.\\n\\n{context}\"),\n", + " (\"human\", \"{question}\")\n", + " ])\n", + "\n", + " parser = StrOutputParser()\n", + " chain = final_prompt | watson_llm | parser\n", + "\n", + " answer = chain.invoke({\n", + " \"context\": combined_context,\n", + " \"question\": question\n", + " })\n", + "\n", + " return {\"answer\" : answer, \"images\": referenced_images}" + ], + "id": "4a82feae327cb3a1", + "outputs": [], + "execution_count": 38 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-06-15T03:33:23.098722925Z", + "start_time": "2026-06-15T03:32:46.280058605Z" + } + }, + "cell_type": "code", + "source": "multimodal_answer(vectorstore, \"최근 6개월 전체 화장품 수출액?\")", + "id": "e0dbe6998b4f75fd", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "텍스트 결과 : 2, 이미지 결과 2\n" + ] + }, + { + "data": { + "text/plain": [ + "{'answer': '최근 6개월 전체 화장품 수출액은 약 52억 달러입니다. 이는 6개월 동안의 월별 수출액을 합산한 결과입니다.',\n", + " 'images': ['./image/chart1.png', 'sample_images/sales_chart_2024.jpg']}" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 39 }, { "metadata": {}, "cell_type": "code", - "outputs": [], - "execution_count": null, "source": "", - "id": "972db1f4ffac7c6f" + "id": "bce01c1bf17b40e1", + "outputs": [], + "execution_count": null } ], "metadata": { diff --git a/ollama/multi_app.py b/ollama/multi_app.py new file mode 100644 index 0000000..cbc6332 --- /dev/null +++ b/ollama/multi_app.py @@ -0,0 +1,43 @@ +import gradio as gr +from multimodal import multimodal_answer, search_with_images, build_multimodal_index +from image_analyzer import process_documnets, build_rag_chain + +vectorstore = None +rag_chain = None + +def upload_and_process(files): + global vectorstore, rag_chain + + if not files: + return "파일을 업로드해주세요." + + paths = [f.name for f in files] + vectorstore = process_documnets(files) + rag_chain = build_rag_chain(vectorstore) + + return f"{len(paths)}개 문서 처리 완료!! 질문하세요" + +def answer_question(question): + if rag_chain is None: + return "먼저 문서를 업로드 해 주세요." + + return rag_chain.invoke(question) + +with gr.Blocks(title="이미지 기반 문서 분석 시스템") as app: + gr.Markdown("# 이미지 기반 문서 분석 시스템") + gr.Markdown("스캔 문서, 영수증, 계약서 이미지를 업로드하면 질문할 수 있습니다.") + + with gr.Row(): + file_input = gr.File(label="문서 이미지 업로드", file_types=[".jpg", ".jpeg", ".png", ".webp"], file_count="multiple",) + status_bar = gr.Textbox(label="처리 상태", lines=3) + + upload_btn = gr.Button("문서 분석 시작", variant="primary") + upload_btn.click(fn=upload_and_process, inputs=[file_input], outputs=[status_bar]) + + gr.Markdown("---") + question = gr.Textbox(label="질문 입력", placeholder="문서에서 찾고 싶은 내용을 입력하세요.") + answer_box = gr.Textbox(label="답변", lines=8) + ask_btn = gr.Button("질문하기") + ask_btn.click(fn=answer_question, inputs=[question], outputs=[answer_box]) + +app.launch() \ No newline at end of file diff --git a/ollama/multimodal.py b/ollama/multimodal.py new file mode 100644 index 0000000..374f377 --- /dev/null +++ b/ollama/multimodal.py @@ -0,0 +1,281 @@ +from langchain_ibm import WatsonxEmbeddings +from langchain_ibm import ChatWatsonx +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.output_parsers import StrOutputParser +from langchain_chroma import Chroma +from langchain_ollama import ChatOllama +from langchain_core.documents import Document +from langchain_core.messages import HumanMessage + +import base64 +import os +from pathlib import Path +from dotenv import load_dotenv +from PIL import Image, ImageDraw, ImageFont +import shutil + +######### +# 모델 +######### +load_dotenv() + +apikey = os.getenv("WATSONX_API_KEY") +project_id = os.getenv("WATSONX_PROJECT_ID") +watsonx_ai_url = os.getenv("WATSONX_URL") + +watson_llm = ChatWatsonx( + model_id="ibm/granite-4-h-small", + url=f"{watsonx_ai_url}", + api_key=f"{apikey}", + project_id=f"{project_id}", + max_tokens=2000, +) + +watson_embedding = WatsonxEmbeddings( + model_id="ibm/granite-embedding-278m-multilingual", + url=f"{watsonx_ai_url}", + api_key=f"{apikey}", + project_id=f"{project_id}" +) + +vision_llm = ChatOllama(model="minimax-m3:cloud", temperature=0) + +parser = StrOutputParser() + +print("모델 초기화 완료") +print(f"LLM : ibm/granite-4-h-small") +print(f"Embedding : ibm/granite-embedding-278m-multilingual") +print(f"Vision LLM: minimax-m3:cloud") + + +######### +# 이미지 유틸리티 함수 +######### + +def encode_image(image_path:str)->str: + """ + 이미지 파일을 Base64 문자열로 인코딩 + """ + path = Path(image_path) + + if not path.exists(): + raise FileNotFoundError(f"파일이 존재하지 않습니다. : {image_path}") + + with open(image_path, "rb") as f: + return base64.b64encode(f.read()).decode("utf-8") + +######### +# 샘플 테스트 데이터 +######### + +def create_sample_images(image_dir = "./sample_images"): + os.makedirs(image_dir, exist_ok =True) + + # 기본 이미지 생성 + img1 = Image.new("RGB", (600, 400), color = (255, 255, 255)) + draw = ImageDraw.Draw(img1) + + draw.text((180, 20), "2024 분기별 매출 현황 (억원)", fill=(30, 30, 30)) + + bars = [ + ("Q1", 120, (70, 130, 180)), + ("Q2", 185, (60, 179, 113)), + ("Q3", 160, (255, 165, 0)), + ("Q4", 230, (255, 50, 50)), + ] + bar_w, base_y = 80, 330 + + for i, (label, val, color) in enumerate(bars): + x = 80 + i * 130 + h = val + draw.rectangle([x, base_y - h, x + bar_w, base_y], fill=color) + draw.text((x + 20, base_y - h - 20), f"{val}억", fill=(30, 30, 30)) + draw.text((x+25, base_y + 5), label, fill=(30, 30, 30)) + draw.line([(60, 50), (60, base_y)], fill=(0, 0, 0), width=2) + draw.line([(60, base_y), (500, base_y)], fill=(0, 0, 0), width=2) + draw.text((10, 15), "상승 추세 : Q4 최고치 달성", fill=(0,0,0)) + + img1.save(f"{image_dir}/sales_chart_2024.jpg") + print(f"생성 : {image_dir}/sales_chart_2024.jpg") + + return image_dir + +def create_sample_text_docs(): + """테스트용 샘플 텍스트 문서 생성""" + docs = [ + Document( + page_content=""" + 2024년 연간 매출 보고서 요약 + + 당사의 2024년 전체 매출은 695억원으로, 전년 대비 23% 성장을 달성했습니다. + 1분기(Q1) 120억원, 2분기(Q2) 185억원, 3분기(Q3) 160억원, 4분기(Q4) 230억원 + 기록했으며, Q4에 최고치를 달성했습니다. + + 주요 성장요인: + - 신제품 Pro-XL 출시로 인한 프리미엄 라인 매출 확대 + - 해외 수출 비중 15% ~ 28% 증가 + - 온라인 채널 전환으로 마진율 개선 + + 4분기 실적은 연말 프로모션과 신규 파트너십 체결 효과로 큰 폭 상승했습니다. + """, + metadata = { + "source": "annual_report_2024.txt", + "type": "text", + "category": "재무" + } + ) + ] + + return docs + +def image_to_caption(image_path): + """ + 이미지를 설명 텍스트로 변환 + Vision LLM이 이미지를 분석하여 검색 간으한 텍스트 설명 생성 + """ + img_b64 = encode_image(image_path) + message = HumanMessage( + content = [ + {"type":"image_url", "image_url":{'url':f'data:image/jpeg;base64,{img_b64}'}}, + {"type":"text", "text": """ + 이 이미지를 검색용 설명문으로 요약하세요. + 200자 이내로 작성하세요. + 핵심 객체와 텍스트만 포함하세요. +"""} + ] + ) + return vision_llm.invoke([message]).content + +def build_multimodal_index(image_dir:str, text_docs:list[Document]): + """ + 이미지 폴더의 모든 이미지들을 캡셔닝하여 텍스트 문서와 함께 벡터 인덱스 구축 + """ + all_docs = list(text_docs) + + # image_dir 안 파일 가져오기 + # image_files = list(Path(image_dir).glob("*.{jpg, jpeg, png}")) + valid_extensions = {".jpg", ".jpeg", ".png", ".webp", ".JPG", ".JPEG", ".PNG"} + image_files = [ + p for p in Path(image_dir).rglob("*") + if p.suffix in valid_extensions + ] + + if not image_files: + print(f"{image_dir}에 이미지를 찾지 못했습니다..") + else: + print(f"이미지 캡셔닝 {len(image_files)}개") + + # 캡션 생성 => Document => 임베딩 + for img_path in image_files: + caption = image_to_caption(image_path=img_path) + + doc = Document(page_content=caption, metadata={ + "source": str(img_path), + "type": "image", + "image_path": str(img_path) + }) + all_docs.append(doc) + + # 기존 DB 삭제 + db_path = "./db/multimodal_db" + if Path(db_path).exists(): + shutil.rmtree(db_path) + + return Chroma.from_documents(all_docs, watson_embedding, persist_directory=db_path) + +def search_with_images(vectorstore, query): + """ + 벡터 검색 결과를 텍스트/이미지 결과로 분리하여 반환 + """ + results = vectorstore.similarity_search_with_relevance_scores(query, k=5) + text_results = [doc for doc, score in results if doc.metadata.get("type") != 'image'] + image_results = [doc for doc, score in results if doc.metadata.get("type") == 'image'] + print(f"텍스트 결과 : {len(text_results)}, 이미지 결과 {len(image_results)}") + return text_results, image_results + +def multimodal_answer(vectorstore, question): + """ + 특스트 + 이미지 검색 결과를 통합하여 멀티모달 최종 답변 생성 + args: + vectorstore: Chroma 벡터 스토어 + question: 사용자 질문 + + return " + {"answer" : str, "images": list[srt]} + """ + text_results, image_results = search_with_images(vectorstore = vectorstore, query = question) + + # 텍스트 결과 하나의 컨텍스트로 생성 + text_context = "\n\n".join([r.page_content for r in text_results]) + + # 이미지로 검색된 경우 + image_context = "" + referenced_images = [] + for img_doc in image_results[:3]: + img_path = img_doc.metadata.get("image_path") + + img_b64 = encode_image(img_path) + analysis = vision_llm.invoke([HumanMessage( + content = [ + {"type":"image_url", "image_url":{'url':f'data:image/jpeg;base64,{img_b64}'}}, + {"type":"text", "text": f"이 이미지에서 다음 질문과 관련된 내용을 설명하세요: {question}"} + ]) + ]).content + + image_context += f"[이미지 분석: {img_path}]\n{analysis}\n\n" + referenced_images.append(img_path) + + # 최종 답변 + combined_context = text_context + "\n\n" + image_context + + final_prompt = ChatPromptTemplate.from_messages([ + ("system", "다음은 텍스트와 이미지 분석 결과를 참고하여 질문에 대한 답변입니다.\n\n{context}"), + ("human", "{question}") + ]) + + parser = StrOutputParser() + chain = final_prompt | watson_llm | parser + + answer = chain.invoke({ + "context": combined_context, + "question": question + }) + + return {"answer" : answer, "images": referenced_images} + + +######### +# 기존 벡터스토어 로드 함수 +######### + +def load_or_build_vectorstore(image_dir, text_docs, db_path="./db/multimodal_db", force_rebuild=False): + """ + 이미 벡터스토어가 존재하면 로드하고, 없으면 새로 구축 + """ + if not force_rebuild and Path(db_path).exists(): + print(f"기존 멀티모달 DB 로드 완료: {db_path}") + return Chroma(embedding_function=watson_embedding, persist_directory=db_path) + + return build_multimodal_index(image_dir, text_docs) + + +if __name__ == "__main__": + IMAGE_DIR = "./sample_images" + # 샘플 이미지 생성 + create_sample_images(IMAGE_DIR) + # 샘플 텍스트 생성 + text_docs = create_sample_text_docs() + # 벡터스토어(인덱스) 생성 + vectorstore = load_or_build_vectorstore(image_dir=IMAGE_DIR, text_docs=text_docs, force_rebuild=False) + # vectorstore = load_or_build_vectorstore(IMAGE_DIR, text_docs, "./db", 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b/project/.idea/project.iml @@ -0,0 +1,11 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/project/.idea/pyLspTools.xml b/project/.idea/pyLspTools.xml new file mode 100644 index 0000000..c24f67c --- /dev/null +++ b/project/.idea/pyLspTools.xml @@ -0,0 +1,29 @@ + + + + + + \ No newline at end of file diff --git a/project/.idea/vcs.xml b/project/.idea/vcs.xml new file mode 100644 index 0000000..6c0b863 --- /dev/null +++ b/project/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/project/main.py b/project/main.py new file mode 100644 index 0000000..79555c3 --- /dev/null +++ b/project/main.py @@ -0,0 +1,16 @@ +# 샘플 Python 스크립트입니다. + +# Shift+F10을(를) 눌러 실행하거나 내 코드로 바꿉니다. +# 클래스, 파일, 도구 창, 액션 및 설정을 어디서나 검색하려면 Shift 두 번을(를) 누릅니다. + + +def print_hi(name): + # 스크립트를 디버그하려면 하단 코드 줄의 중단점을 사용합니다. + print(f'Hi, {name}') # 중단점을 전환하려면 Ctrl+F8을(를) 누릅니다. + + +# 스크립트를 실행하려면 여백의 녹색 버튼을 누릅니다. +if __name__ == '__main__': + print_hi('PyCharm') + +# https://www.jetbrains.com/help/pycharm/에서 PyCharm 도움말 참조 diff --git a/project/pyproject.toml b/project/pyproject.toml new file mode 100644 index 0000000..eb0c7a3 --- /dev/null +++ b/project/pyproject.toml @@ -0,0 +1,5 @@ +[project] +name = "project" +version = "0.1.0" +requires-python = ">=3.12" +dependencies = [] diff --git a/project/rag_app/.idea/.gitignore b/project/rag_app/.idea/.gitignore new file mode 100644 index 0000000..93bca08 --- /dev/null +++ b/project/rag_app/.idea/.gitignore @@ -0,0 +1,10 @@ +# 디폴트 무시된 파일 +/shelf/ +/workspace.xml +# 에디터 기반 HTTP 클라이언트 요청 +/httpRequests/ +# 쿼리 파일을 포함한 무시된 디폴트 폴더 +/queries/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/project/rag_app/.idea/forwardedPorts.xml b/project/rag_app/.idea/forwardedPorts.xml new file mode 100644 index 0000000..034e067 --- /dev/null +++ b/project/rag_app/.idea/forwardedPorts.xml @@ -0,0 +1,13 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/inspectionProfiles/profiles_settings.xml b/project/rag_app/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/project/rag_app/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/misc.xml b/project/rag_app/.idea/misc.xml new file mode 100644 index 0000000..a32a6bc --- /dev/null +++ b/project/rag_app/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/modules.xml b/project/rag_app/.idea/modules.xml new file mode 100644 index 0000000..647ccca --- /dev/null +++ b/project/rag_app/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/pyLspTools.xml b/project/rag_app/.idea/pyLspTools.xml new file mode 100644 index 0000000..e202fc5 --- /dev/null +++ b/project/rag_app/.idea/pyLspTools.xml @@ -0,0 +1,34 @@ + + + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/rag_app.iml b/project/rag_app/.idea/rag_app.iml new file mode 100644 index 0000000..4aa8216 --- /dev/null +++ b/project/rag_app/.idea/rag_app.iml @@ -0,0 +1,11 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/project/rag_app/.idea/vcs.xml b/project/rag_app/.idea/vcs.xml new file mode 100644 index 0000000..b2bdec2 --- /dev/null +++ b/project/rag_app/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/project/rag_app/backend/ai/embedding.py b/project/rag_app/backend/ai/embedding.py new file mode 100644 index 0000000..4f1a98a --- /dev/null +++ b/project/rag_app/backend/ai/embedding.py @@ -0,0 +1,9 @@ +from langchain_ibm import WatsonxEmbeddings +from backend.config.settings import settings + +watson_embedding = WatsonxEmbeddings( + model_id="ibm/granite-embedding-278m-multilingual", + url=f"{settings.watsonx_url}", + api_key=f"{settings.watsonx_api_key}", + project_id=f"{settings.watsonx_project_id}", +) \ No newline at end of file diff --git a/project/rag_app/backend/ai/llm.py b/project/rag_app/backend/ai/llm.py new file mode 100644 index 0000000..1132aa9 --- /dev/null +++ b/project/rag_app/backend/ai/llm.py @@ -0,0 +1,13 @@ +from langchain_ibm import ChatWatsonx +from backend.config.settings import settings + +watson_llm = ChatWatsonx( + model_id="ibm/granite-4-h-small", + url=f"{settings.watsonx_url}", + api_key=f"{settings.watsonx_api_key}", + project_id=f"{settings.watsonx_project_id}", + max_tokens=2000, + params={ + "temperature": 0 + } +) \ No newline at end of file diff --git a/project/rag_app/backend/config/settings.py b/project/rag_app/backend/config/settings.py new file mode 100644 index 0000000..2a64ea1 --- /dev/null +++ b/project/rag_app/backend/config/settings.py @@ -0,0 +1,11 @@ +from pydantic import Field +from pydantic_settings import BaseSettings, SettingsConfigDict + +class Settings(BaseSettings): + model_config = SettingsConfigDict(env_file="backend/.env", extra="ignore") + # 사용할 모델 + watsonx_api_key: str = Field(alias="WATSONX_API_KEY") + watsonx_project_id: str = Field(alias="WATSONX_PROJECT_ID") + watsonx_url: str = Field(alias="WATSONX_URL") + +settings = Settings() \ No newline at end of file diff --git a/project/rag_app/backend/main.py b/project/rag_app/backend/main.py new file mode 100644 index 0000000..33834f6 --- /dev/null +++ b/project/rag_app/backend/main.py @@ -0,0 +1,16 @@ +from fastapi import FastAPI +from starlette.staticfiles import StaticFiles +from backend.routers.page_router import router as page_router +from backend.routers.api_router import router as api_router +app = FastAPI() + +app.include_router(page_router) +app.include_router(api_router) + +# static 폴더 지정 +app.mount("/static", StaticFiles(directory="backend/static"), name="static") + +# http://127.0.0.1:8000/item/1 + GET +# @app.get("/item/{item_id}") +# async def read_item(item_id): +# return {"item_id" : item_id} \ No newline at end of file diff --git a/project/rag_app/backend/routers/api_router.py b/project/rag_app/backend/routers/api_router.py new file mode 100644 index 0000000..7351745 --- /dev/null +++ b/project/rag_app/backend/routers/api_router.py @@ -0,0 +1,25 @@ +from fastapi import APIRouter, Request, UploadFile +from backend.services.llm_service import question_and_answer +from backend.schemas.basic_schema import QuestionRequest +from backend.services.rag_service import upload_document +router = APIRouter(prefix="/api") + +# http://127.0.0.1:8000/api/question +@router.post("/question") +async def question(req:QuestionRequest): + answer = question_and_answer(req.question) + + return {"message" : answer} + +# http://127.0.0.1:8000/api/rag/upload +@router.post("/rag/upload") +async def fileUpload(file:UploadFile): + # 서비스 호출 + return upload_document(file) + + +# http://127.0.0.1:8000/api/rag/question + +@router.post("/rag/question") +async def question(): + pass diff --git a/project/rag_app/backend/routers/page_router.py b/project/rag_app/backend/routers/page_router.py new file mode 100644 index 0000000..ee4acdf --- /dev/null +++ b/project/rag_app/backend/routers/page_router.py @@ -0,0 +1,15 @@ +from fastapi import APIRouter, Request +from fastapi.templating import Jinja2Templates + + +router = APIRouter() +templates = Jinja2Templates(directory="backend/templates") + +# http://127.0.0.1:8000 +@router.get("/") +async def home(request : Request): + return templates.TemplateResponse(request = request, name="index.html") + +@router.get("/rag") +async def rag(request : Request): + return templates.TemplateResponse(request = request, name="rag.html") \ No newline at end of file diff --git a/project/rag_app/backend/schemas/basic_schema.py b/project/rag_app/backend/schemas/basic_schema.py new file mode 100644 index 0000000..809c791 --- /dev/null +++ b/project/rag_app/backend/schemas/basic_schema.py @@ -0,0 +1,5 @@ +from pydantic import BaseModel + +class QuestionRequest(BaseModel): + question : str + diff --git a/project/rag_app/backend/services/llm_service.py b/project/rag_app/backend/services/llm_service.py new file mode 100644 index 0000000..448a540 --- /dev/null +++ b/project/rag_app/backend/services/llm_service.py @@ -0,0 +1,8 @@ +from backend.ai.llm import watson_llm + +# LLM 모델 통신 +# 데이터베이스 통신 + +def question_and_answer(question): + response = watson_llm.invoke(question) + return response.content diff --git a/project/rag_app/backend/services/rag_service.py b/project/rag_app/backend/services/rag_service.py new file mode 100644 index 0000000..2426f8d --- /dev/null +++ b/project/rag_app/backend/services/rag_service.py @@ -0,0 +1,6 @@ +# pdf 업로드 => 분할 => 인덱스 생성 +def upload_document(file): + pass + + +# 질문 => 유사도 검색 => 문서 => llm 답변 생성 diff --git a/project/rag_app/backend/static/js/index.js b/project/rag_app/backend/static/js/index.js new file mode 100644 index 0000000..094ceef --- /dev/null +++ b/project/rag_app/backend/static/js/index.js @@ -0,0 +1,44 @@ +document.querySelector("button").addEventListener("click", ask) + +async function ask() { + // 사용자가 질문 입력 시 질문을 서버로 전송 + const question = document.querySelector('#question').value + + const response = await fetch("/api/question", { + method: "POST", + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify({question : question}) + }) + // 전송 후 answer 도착 시 answer 화면에 보여주기 + const answer = await response.json() + document.querySelector('#answer').textContent = answer.message +} + +// 파일 업로드 +document.querySelector("#uploadBtn").addEventListener("click", uploadFile) +async function uploadFile() +{ + const fileInput = document.querySelector("#file"); + // 첨부파일 정보 가져오기 + const file = fileInput.files[0]; + + if(!file) + { + alert("파일을 선택해주세요."); + return; + } + + // form 만들어 전송 + const formData = new FormData() + formData.append("file", file) + + const response = await fetch("/api/reg/question", { + method: "POST", + body: formData + }) + // 전송 후 answer 도착 시 answer 화면에 보여주기 + const answer = await response.json() + document.querySelector('#answer').textContent = answer.message +} \ No newline at end of file diff --git a/project/rag_app/backend/templates/index.html b/project/rag_app/backend/templates/index.html new file mode 100644 index 0000000..b88f093 --- /dev/null +++ b/project/rag_app/backend/templates/index.html @@ -0,0 +1,19 @@ + + + + + Title + + +

    HOME

    + +
    + + +
    +
    + + + \ No newline at end of file diff --git a/project/rag_app/backend/templates/rag.html b/project/rag_app/backend/templates/rag.html new file mode 100644 index 0000000..5e00f7c --- /dev/null +++ b/project/rag_app/backend/templates/rag.html @@ -0,0 +1,17 @@ + + + + + Title + + +

    RAG

    +
    + + +
    +
    +
    + + + \ No newline at end of file diff --git a/project/rag_app/pyproject.toml b/project/rag_app/pyproject.toml new file mode 100644 index 0000000..9f43ce2 --- /dev/null +++ b/project/rag_app/pyproject.toml @@ -0,0 +1,5 @@ +[project] +name = "rag-app" +version = "0.1.0" +requires-python = ">=3.12" +dependencies = [] diff --git a/project/rag_app/uv.lock b/project/rag_app/uv.lock new file mode 100644 index 0000000..64b0ac1 --- /dev/null +++ b/project/rag_app/uv.lock @@ -0,0 +1,8 @@ +version = 1 +revision = 3 +requires-python = ">=3.12" + +[[package]] +name = "rag-app" +version = "0.1.0" +source = { virtual = "." } diff --git a/pythonSource/.idea/.gitignore b/pythonSource/.idea/.gitignore new file mode 100644 index 0000000..93bca08 --- /dev/null +++ b/pythonSource/.idea/.gitignore @@ -0,0 +1,10 @@ +# 디폴트 무시된 파일 +/shelf/ +/workspace.xml +# 에디터 기반 HTTP 클라이언트 요청 +/httpRequests/ +# 쿼리 파일을 포함한 무시된 디폴트 폴더 +/queries/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/pythonSource/.idea/inspectionProfiles/profiles_settings.xml b/pythonSource/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/pythonSource/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/pythonSource/.idea/modules.xml b/pythonSource/.idea/modules.xml new file mode 100644 index 0000000..bf7889f --- /dev/null +++ b/pythonSource/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/pythonSource/.idea/pythonSource.iml b/pythonSource/.idea/pythonSource.iml new file mode 100644 index 0000000..7aa9c26 --- /dev/null +++ b/pythonSource/.idea/pythonSource.iml @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/pythonSource/.idea/vcs.xml b/pythonSource/.idea/vcs.xml new file mode 100644 index 0000000..6c0b863 --- /dev/null +++ b/pythonSource/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/qiskit/.idea/pyLspTools.xml b/qiskit/.idea/pyLspTools.xml index c24f67c..e202fc5 100644 --- a/qiskit/.idea/pyLspTools.xml +++ b/qiskit/.idea/pyLspTools.xml @@ -3,6 +3,11 @@