.

app.py

@@ -1,4 +1,75 @@
 import streamlit as st
+from langchain_core.messages.chat import ChatMessage
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_openai import ChatOpenAI
+from langchain_core.output_parsers import StrOutputParser
+from langchain_teddynote.prompts import load_prompt
+from dotenv import load_dotenv
+from langchain import hub
 
-x = st.slider("Select a value")
-st.write(x, "squared is", x * x)
+load_dotenv()
+
+st.title("나만의 챗GPT💬")
+
+
+# 처음 1번만 실행하기 위한 코드
+if "messages" not in st.session_state:
+    st.session_state["messages"] = []
+
+# 사이드바 생성
+with st.sidebar:
+    clear_btn = st.button("대화 초기화")
+
+    selected_prompt = st.selectbox("프롬프트를 선택해 주세요", ("기본모드"), index=0)
+
+
+# 이전 대화를 출력
+def print_messages():
+    for chat_message in st.session_state["messages"]:
+        st.chat_message(chat_message.role).write(chat_message.content)
+
+
+# 새로운 메시지를 추가
+def add_message(role, message):
+    st.session_state["messages"].append(ChatMessage(role=role, content=message))
+
+
+# 체인 생성
+def create_chain(prompt_type):
+    prompt = ChatPromptTemplate.from_messages(
+        [
+            (
+                "system",
+                "당신은 친절한 AI 어시스턴트입니다. 다음의 질문에 간결하게 답변해 주세요.",
+            ),
+            ("user", "#Question:\n{question}"),
+        ]
+    )
+
+    llm = ChatOpenAI(model_name="gpt-3.5-turbo", temperature=0)
+
+    return prompt | llm | StrOutputParser()
+
+
+if clear_btn:
+    st.session_state["messages"] = []
+
+print_messages()
+
+user_input = st.chat_input("궁금한 내용을 물어보세요!")
+
+if user_input:
+    st.chat_message("user").write(user_input)
+    chain = create_chain(selected_prompt)
+
+    response = chain.stream({"question": user_input})
+    with st.chat_message("assistant"):
+        container = st.empty()
+
+        ai_answer = ""
+        for token in response:
+            ai_answer += token
+            container.markdown(ai_answer)
+
+    add_message("user", user_input)
+    add_message("assistant", ai_answer)

poetry.lock

@@ -2669,6 +2669,45 @@ files = [
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
+[[package]]
+name = "jpype1"
+version = "1.5.0"
+description = "A Python to Java bridge."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "JPype1-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7b6b1af3f9e0033080e3532c2686a224cd14706f36c14ef36160a2a1db751a17"},
+    {file = "JPype1-1.5.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0ed36803734b812c78ca9228dd3291128ac80b2a1d06c293d60b5c2f049040b4"},
+    {file = "JPype1-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a02b2f05621c119d35f4acc501b4261eeb48a4af7cc13d9afc2e9eb316c4bd29"},
+    {file = "JPype1-1.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:0b40c76e075d4fed2c83340bb30b7b95bbc396fd370c564c6b608faab00ea4ef"},
+    {file = "JPype1-1.5.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:85a31b30b482eaf788b21af421e0750aa0be7758307314178143a76632b0ad04"},
+    {file = "JPype1-1.5.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:20f0229d7aaa04c480a7fa271cbd161ded58cecd838ba52a4e01bea21b60a058"},
+    {file = "JPype1-1.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ef976e0f3b2e9604469f449f30bb2031941a159a0637f4c16adb2c5076f3e81"},
+    {file = "JPype1-1.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:2bc987205ff8d2d8e36dfbef05430e0638e85d4fee1166ba58ebfa6f7a67cdf8"},
+    {file = "JPype1-1.5.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:8714bfaf09d6877160bc7ac97812016ccb09f6d7ba5ea2a9f519178aefcca93f"},
+    {file = "JPype1-1.5.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1696196a8b6ea2f8ad3280249014406de919088494b94a84581da01752d98dca"},
+    {file = "JPype1-1.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8649b526eccb4047881ad60bdb1974eb71a09cdb7f8bda17c96fdc0f9a3f2d1e"},
+    {file = "JPype1-1.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:9aafc00b00bf8c1b624081e5d4ab87f7752e6c7ee6a141cfc332250b05c6d42f"},
+    {file = "JPype1-1.5.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ccb9c786e9b709c6390c89e200036b2080bf668cce118561a0cfd74eae43903f"},
+    {file = "JPype1-1.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa5a27cba59865f034259657fd322ca0a5cde82e691a1180c6a8040d2e0c0788"},
+    {file = "JPype1-1.5.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cff64ac1980d899841cbc561b097eeec8106b34d70c42342b211b83005562f88"},
+    {file = "JPype1-1.5.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:439e006a3a74bd26e15ab6bca873e3572087667b5525cb82244a1945dd607d80"},
+    {file = "JPype1-1.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b437ce6fadaf5562576b2b5919fa0a5174a92f70a7d903f0faf8dff6f34199fa"},
+    {file = "JPype1-1.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:a01eba1fdf5869e46dc7336a8ff2a97a66d209c8d5f23a64f7f23b70e55ffc0f"},
+    {file = "JPype1-1.5.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e8d9bdd137e7cecabebd46ce7d3539fd53745018974d0bc3ec0a3634c2e53af5"},
+    {file = "JPype1-1.5.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c9f8f01474186bf69bf05dd9a5ef4d5b2159980cfc9d8da91e021d682cc32552"},
+    {file = "JPype1-1.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7aa1469d75f9b310f709b61bb2faa4cef4cbd4d670531ad1d1bb53e29cfda05"},
+    {file = "JPype1-1.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:6bfdc101c56cab0b6b16e974fd8cbb0b3f7f14178286b8b55413c5d82d5f2bea"},
+    {file = "JPype1-1.5.0.tar.gz", hash = "sha256:425a6e1966afdd5848b60c2688bcaeb7e40ba504a686f1114589668e0631e878"},
+]
+
+[package.dependencies]
+packaging = "*"
+
+[package.extras]
+docs = ["readthedocs-sphinx-ext", "sphinx", "sphinx-rtd-theme"]
+tests = ["pytest"]
+
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -2956,6 +2995,21 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
+[[package]]
+name = "konlpy"
+version = "0.6.0"
+description = "Python package for Korean natural language processing."
+optional = false
+python-versions = "*"
+files = [
+    {file = "konlpy-0.6.0-py2.py3-none-any.whl", hash = "sha256:0b7928059e20eb1c72f6fe65a3d12c104fae9e68173904e16beef869cf0ea590"},
+]
+
+[package.dependencies]
+JPype1 = ">=0.7.0"
+lxml = ">=4.1.0"
+numpy = ">=1.6"
+
 [[package]]
 name = "kubernetes"
 version = "30.1.0"
@@ -3096,6 +3150,24 @@ langchain-core = ">=0.2.17,<0.3.0"
 openai = ">=1.32.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
+[[package]]
+name = "langchain-teddynote"
+version = "0.0.11"
+description = "LangChain Helper Library"
+optional = false
+python-versions = ">=3.10"
+files = [
+    {file = "langchain_teddynote-0.0.11-py3-none-any.whl", hash = "sha256:0285af7f7e4bbe075bf5518e6d66d07f7421fa07ad1ac2596993b94a01753a14"},
+]
+
+[package.dependencies]
+kiwipiepy = "*"
+konlpy = "*"
+langchain = "*"
+pinecone-client = {version = "*", extras = ["grpc"]}
+pinecone-text = "*"
+rank-bm25 = "*"
+
 [[package]]
 name = "langchain-text-splitters"
 version = "0.2.2"
@@ -3702,6 +3774,56 @@ html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
 source = ["Cython (>=3.0.10)"]
 
+[[package]]
+name = "lz4"
+version = "4.3.3"
+description = "LZ4 Bindings for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "lz4-4.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b891880c187e96339474af2a3b2bfb11a8e4732ff5034be919aa9029484cd201"},
+    {file = "lz4-4.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:222a7e35137d7539c9c33bb53fcbb26510c5748779364014235afc62b0ec797f"},
+    {file = "lz4-4.3.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f76176492ff082657ada0d0f10c794b6da5800249ef1692b35cf49b1e93e8ef7"},
+    {file = "lz4-4.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1d18718f9d78182c6b60f568c9a9cec8a7204d7cb6fad4e511a2ef279e4cb05"},
+    {file = "lz4-4.3.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6cdc60e21ec70266947a48839b437d46025076eb4b12c76bd47f8e5eb8a75dcc"},
+    {file = "lz4-4.3.3-cp310-cp310-win32.whl", hash = "sha256:c81703b12475da73a5d66618856d04b1307e43428a7e59d98cfe5a5d608a74c6"},
+    {file = "lz4-4.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:43cf03059c0f941b772c8aeb42a0813d68d7081c009542301637e5782f8a33e2"},
+    {file = "lz4-4.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:30e8c20b8857adef7be045c65f47ab1e2c4fabba86a9fa9a997d7674a31ea6b6"},
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+    {file = "lz4-4.3.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f4c7bf687303ca47d69f9f0133274958fd672efaa33fb5bcde467862d6c621f0"},
+    {file = "lz4-4.3.3-cp39-cp39-win32.whl", hash = "sha256:054b4631a355606e99a42396f5db4d22046a3397ffc3269a348ec41eaebd69d2"},
+    {file = "lz4-4.3.3-cp39-cp39-win_amd64.whl", hash = "sha256:eac9af361e0d98335a02ff12fb56caeb7ea1196cf1a49dbf6f17828a131da807"},
+    {file = "lz4-4.3.3.tar.gz", hash = "sha256:01fe674ef2889dbb9899d8a67361e0c4a2c833af5aeb37dd505727cf5d2a131e"},
+]
+
+[package.extras]
+docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"]
+flake8 = ["flake8"]
+tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
+
 [[package]]
 name = "markdown"
 version = "3.6"
@@ -5119,6 +5241,69 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 typing = ["typing-extensions"]
 xmp = ["defusedxml"]
 
+[[package]]
+name = "pinecone-client"
+version = "4.1.2"
+description = "Pinecone client and SDK"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "pinecone_client-4.1.2-py3-none-any.whl", hash = "sha256:3d69cbbca2d9d4f77c90bad59a1194e3d20d535b29f277eee32b439fd526546b"},
+    {file = "pinecone_client-4.1.2.tar.gz", hash = "sha256:fa89c605792ec94de36d4c9585250b47b0b643407457053eca89008424be6281"},
+]
+
+[package.dependencies]
+certifi = ">=2019.11.17"
+googleapis-common-protos = {version = ">=1.53.0", optional = true, markers = "extra == \"grpc\""}
+grpcio = {version = ">=1.59.0", optional = true, markers = "python_version >= \"3.11\" and python_version < \"4.0\" and extra == \"grpc\""}
+lz4 = {version = ">=3.1.3", optional = true, markers = "extra == \"grpc\""}
+pinecone-plugin-interface = ">=0.0.7,<0.0.8"
+protobuf = {version = ">=4.25,<5.0", optional = true, markers = "extra == \"grpc\""}
+protoc-gen-openapiv2 = {version = ">=0.0.1,<0.0.2", optional = true, markers = "extra == \"grpc\""}
+tqdm = ">=4.64.1"
+typing-extensions = ">=3.7.4"
+urllib3 = {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}
+
+[package.extras]
+grpc = ["googleapis-common-protos (>=1.53.0)", "grpcio (>=1.44.0)", "grpcio (>=1.59.0)", "lz4 (>=3.1.3)", "protobuf (>=4.25,<5.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"]
+
+[[package]]
+name = "pinecone-plugin-interface"
+version = "0.0.7"
+description = "Plugin interface for the Pinecone python client"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"},
+    {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"},
+]
+
+[[package]]
+name = "pinecone-text"
+version = "0.9.0"
+description = "Text utilities library by Pinecone.io"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "pinecone_text-0.9.0-py3-none-any.whl", hash = "sha256:7a1ad2e282d10b59f0288a2a4f4b8c583a77378172232fae573cf398a3c44240"},
+    {file = "pinecone_text-0.9.0.tar.gz", hash = "sha256:f8244a9bc090ee2fc904053a2415cfc114fd8bbfbc9a6ba8b0581c84990d0239"},
+]
+
+[package.dependencies]
+mmh3 = ">=4.1.0,<5.0.0"
+nltk = ">=3.6.5,<4.0.0"
+numpy = {version = ">=1.21.5,<2.0", markers = "python_version < \"3.12\""}
+python-dotenv = ">=1.0.1,<2.0.0"
+requests = ">=2.25.0,<3.0.0"
+types-requests = ">=2.25.0,<3.0.0"
+wget = ">=3.2,<4.0"
+
+[package.extras]
+cohere = ["cohere (>=4.37,<5.0)"]
+dense = ["openai (>=1.2.3,<2.0.0)", "sentence-transformers (>=2.0.0)", "torch (>=1.13.1)", "transformers (>=4.26.1)"]
+openai = ["openai (>=1.2.3,<2.0.0)"]
+splade = ["sentence-transformers (>=2.0.0)", "torch (>=1.13.1)", "transformers (>=4.26.1)"]
+
 [[package]]
 name = "platformdirs"
 version = "4.2.2"
@@ -5228,6 +5413,21 @@ files = [
     {file = "protobuf-4.25.3.tar.gz", hash = "sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c"},
 ]
 
+[[package]]
+name = "protoc-gen-openapiv2"
+version = "0.0.1"
+description = "Provides the missing pieces for gRPC Gateway."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "protoc-gen-openapiv2-0.0.1.tar.gz", hash = "sha256:6f79188d842c13177c9c0558845442c340b43011bf67dfef1dfc3bc067506409"},
+    {file = "protoc_gen_openapiv2-0.0.1-py3-none-any.whl", hash = "sha256:18090c8be3877c438e7da0f7eb7cace45a9a210306bca4707708dbad367857be"},
+]
+
+[package.dependencies]
+googleapis-common-protos = "*"
+protobuf = ">=4.21.0"
+
 [[package]]
 name = "psutil"
 version = "6.0.0"
@@ -7796,6 +7996,16 @@ files = [
     {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
 ]
 
+[[package]]
+name = "wget"
+version = "3.2"
+description = "pure python download utility"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wget-3.2.zip", hash = "sha256:35e630eca2aa50ce998b9b1a127bb26b30dfee573702782aa982f875e3f16061"},
+]
+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.11"
@@ -8135,4 +8345,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.9"
-content-hash = "a975436a04d877915d88a16209a0a4c157607f93e3ad0e770a8f19892891dbfe"
+content-hash = "2ae1f69bcfe5a188a2ce7639acd62f60ff6991988a3fc6fdeedc15194bc30bda"

prompt/prompt.yaml

@@ -0,0 +1,10 @@
+_type: "prompt"
+template: |
+  당신은 20년차 SNS 마케팅 AI 어시스턴트 입니다. 사용자의 요청사항에 따라 적절한 SNS 게시글을 작성해 주세요.
+  반드시 답변에는 emoji 를 포함해야 합니다. 답변의 끝에는 적절한 해시태그를 포함해 주세요.
+  
+  #Question:
+  {question}
+
+  #Answer:
+input_variables: ["question"]

pyproject.toml

@@ -22,6 +22,7 @@ langchain-openai = "^0.1.16"
 httpx = "^0.27.0"
 langchain-experimental = "^0.0.62"
 autorag = "^0.2.10"
+langchain-teddynote = "^0.0.11"
 
 
 [build-system]