add db
This commit is contained in:
Matteo Rosati
1
.gitignore
vendored
1
.gitignore
vendored
@@ -6,3 +6,4 @@ credentials.json
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.zed
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.DS_STORE
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*.sqlite3
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*.db
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21
app.py
21
app.py
@@ -5,6 +5,7 @@ from fastapi.templating import Jinja2Templates
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from fastapi import Request
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from fastapi.staticfiles import StaticFiles
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from db import DB
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from chain import RagChain
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from pprint import pprint
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@@ -16,7 +17,18 @@ app.mount("/static", StaticFiles(directory="static"), name="static")
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@app.get("/")
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def home(request: Request):
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return templates.TemplateResponse("index.html", {"request": request})
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db = DB()
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prompts = db.get_prompts()
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return templates.TemplateResponse("index.html", {"request": request, "prompts": prompts})
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@app.get("/prova")
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def prova(request: Request):
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cursor = DB()
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prompts = cursor.get_prompts()
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return prompts
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@app.websocket("/ws")
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@@ -40,8 +52,10 @@ async def websocket_endpoint(websocket: WebSocket):
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top_k=int(config.get("top_k", 40)),
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top_p=float(config.get("top_p", 0.0)),
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temperature=float(config.get("temperature", 0.0)),
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retriever_max_docs=int(config.get("retriever_max_docs", 40)),
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reranker_max_results=int(config.get("reranker_max_results", 20)),
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retriever_max_docs=int(
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config.get("retriever_max_docs", 40)),
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reranker_max_results=int(
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config.get("reranker_max_results", 20)),
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)
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async for chunk in rag_chain.stream(message):
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@@ -52,6 +66,7 @@ async def websocket_endpoint(websocket: WebSocket):
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"type": "report",
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"sources": rag_chain.getSources(),
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"reranked_sources": rag_chain.getRankedSources(),
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"rephrased_question": rag_chain.getRephrasedQuestion(),
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}
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)
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finally:
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11
chain.py
11
chain.py
@@ -45,6 +45,7 @@ class RagChain:
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self._retriever_sources: list[dict] = []
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self._reranked_sources: list[dict] = []
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self._rephrased_question: str = ""
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self._llm = ChatGoogleGenerativeAI(
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model=MODEL,
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@@ -80,7 +81,7 @@ class RagChain:
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| question_rewrite_prompt
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| self._llm
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| StrOutputParser()
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| RunnableLambda(self._log_rewritten_question)
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| RunnableLambda(self._log_rephrased_question)
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)
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rag_chain = (
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@@ -95,8 +96,9 @@ class RagChain:
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self._full_chain = question_rewrite_chain | rag_chain
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def _log_rewritten_question(self, rewritten_question: str) -> str:
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return rewritten_question
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def _log_rephrased_question(self, rephrased_question: str) -> str:
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self._rephrased_question = rephrased_question
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return rephrased_question
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def _format_docs(self, question: str) -> str:
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retrieved_docs = self._base_retriever.invoke(question)
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@@ -150,5 +152,8 @@ class RagChain:
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def getRankedSources(self) -> list[dict]:
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return list(self._reranked_sources)
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def getRephrasedQuestion(self) -> str:
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return self._rephrased_question
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def stream(self, message: str):
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return self._full_chain.astream(message)
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15
db.py
Normal file
15
db.py
Normal file
@@ -0,0 +1,15 @@
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from typing import List
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from sqlalchemy import create_engine
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from sqlalchemy.orm import Session
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from models.orm import Prompt
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class DB:
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def __init__(self, db: str = "sqlite:///example.db"):
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self.engine = create_engine(
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db, connect_args={"check_same_thread": False})
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def get_prompts(self) -> List[Prompt]:
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with Session(self.engine) as session:
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return session.query(Prompt).all()
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17
models/orm.py
Normal file
17
models/orm.py
Normal file
@@ -0,0 +1,17 @@
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from sqlalchemy import create_engine, Column, String, Text, Integer
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from sqlalchemy.orm import declarative_base
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Base = declarative_base()
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class Prompt(Base):
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__tablename__ = "prompts"
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id = Column(Integer, primary_key=True)
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name = Column(String, nullable=False)
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text = Column(Text, nullable=False)
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if __name__ == "__main__":
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engine = create_engine("sqlite:///example.db")
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Base.metadata.create_all(engine)
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6
models/validation.py
Normal file
6
models/validation.py
Normal file
@@ -0,0 +1,6 @@
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from pydantic import BaseModel
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class Prompt(BaseModel):
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name: str
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text: str
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@@ -16,6 +16,8 @@ dependencies = [
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"python-dotenv>=1.2.1",
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"fastapi>=0.129.0",
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"fastapi[standard]",
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"pydantic>=2.12.5",
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"sqlalchemy>=2.0.46",
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]
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[dependency-groups]
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@@ -75,7 +75,6 @@ mdurl==0.1.2
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multidict==6.7.1
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mypy-extensions==1.1.0
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nodeenv==1.10.0
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nuitka==4.0.1
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numexpr==2.14.1
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numpy==2.4.2
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openai==2.21.0
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@@ -1,274 +1,272 @@
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:root {
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color-scheme: light;
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font-family: system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
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color-scheme: light;
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font-family:
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system-ui,
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-apple-system,
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BlinkMacSystemFont,
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"Segoe UI",
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sans-serif;
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}
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* {
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box-sizing: border-box;
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box-sizing: border-box;
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}
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html,
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body {
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height: 100%;
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height: 100%;
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}
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body {
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margin: 0;
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padding: 0;
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background: #f7f8fa;
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color: #1f2937;
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margin: 0;
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padding: 0;
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background: #f7f8fa;
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color: #1f2937;
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}
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.app {
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display: flex;
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width: 100vw;
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height: 100vh;
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overflow: hidden;
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display: flex;
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width: 100vw;
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height: 100vh;
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overflow: hidden;
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}
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.chat {
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flex: 1;
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height: 100%;
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margin: 0;
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background: #ffffff;
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border: 1px solid #e5e7eb;
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border-radius: 0;
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display: flex;
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flex-direction: column;
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flex: 1;
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height: 100%;
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margin: 0;
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background: #ffffff;
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border: 1px solid #e5e7eb;
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border-radius: 0;
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display: flex;
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flex-direction: column;
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}
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.chat__header {
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padding: 16px 20px;
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border-bottom: 1px solid #e5e7eb;
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font-weight: 600;
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background: #f9fafb;
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display: flex;
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align-items: center;
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justify-content: space-between;
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gap: 12px;
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padding: 16px 20px;
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border-bottom: 1px solid #e5e7eb;
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font-weight: 600;
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background: #f9fafb;
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display: flex;
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align-items: center;
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justify-content: space-between;
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gap: 12px;
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}
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.chat__settings {
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padding: 6px 12px;
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border-radius: 999px;
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border: 1px solid #d1d5db;
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background: #ffffff;
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color: #1f2937;
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font-weight: 600;
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font-size: 13px;
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cursor: pointer;
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padding: 6px 12px;
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border-radius: 999px;
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border: 1px solid #d1d5db;
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background: #ffffff;
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color: #1f2937;
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font-weight: 600;
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font-size: 13px;
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cursor: pointer;
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}
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.chat__settings:hover {
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background: #f3f4f6;
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background: #f3f4f6;
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}
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.chat__messages {
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flex: 1;
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padding: 16px 20px;
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overflow-y: auto;
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display: flex;
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flex-direction: column;
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gap: 10px;
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flex: 1;
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padding: 16px 20px;
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overflow-y: auto;
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display: flex;
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flex-direction: column;
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gap: 10px;
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}
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.message {
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max-width: 70%;
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padding: 10px 12px;
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border-radius: 12px;
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line-height: 1.4;
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font-size: 14px;
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word-wrap: break-word;
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white-space: pre-wrap;
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max-width: 70%;
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padding: 10px 12px;
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border-radius: 12px;
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line-height: 1.4;
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font-size: 14px;
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word-wrap: break-word;
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white-space: pre-wrap;
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}
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.message--out {
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align-self: flex-end;
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background: #2563eb;
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color: #ffffff;
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align-self: flex-end;
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background: #2563eb;
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color: #ffffff;
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}
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.message--in {
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align-self: flex-start;
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background: #f3f4f6;
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color: #111827;
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align-self: flex-start;
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background: #f3f4f6;
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color: #111827;
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}
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/* Typing / loading indicator */
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.message--loading {
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display: flex;
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align-items: center;
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gap: 5px;
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padding: 12px 16px;
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display: flex;
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align-items: center;
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gap: 5px;
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padding: 12px 16px;
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}
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.typing-dot {
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width: 8px;
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height: 8px;
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border-radius: 50%;
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background: #9ca3af;
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animation: typing-bounce 1.2s infinite ease-in-out;
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width: 8px;
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height: 8px;
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border-radius: 50%;
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background: #9ca3af;
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animation: typing-bounce 1.2s infinite ease-in-out;
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}
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.typing-dot:nth-child(1) {
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animation-delay: 0s;
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animation-delay: 0s;
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}
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.typing-dot:nth-child(2) {
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animation-delay: 0.2s;
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animation-delay: 0.2s;
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}
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.typing-dot:nth-child(3) {
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animation-delay: 0.4s;
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animation-delay: 0.4s;
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}
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@keyframes typing-bounce {
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0%,
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60%,
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100% {
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transform: translateY(0);
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background: #9ca3af;
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}
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0%,
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60%,
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100% {
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transform: translateY(0);
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background: #9ca3af;
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}
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30% {
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transform: translateY(-6px);
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background: #6b7280;
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}
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30% {
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transform: translateY(-6px);
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background: #6b7280;
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}
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}
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.chat__footer {
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padding: 16px 20px;
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border-top: 1px solid #e5e7eb;
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display: flex;
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gap: 12px;
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background: #f9fafb;
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padding: 16px 20px;
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border-top: 1px solid #e5e7eb;
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display: flex;
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gap: 12px;
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background: #f9fafb;
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}
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.chat__input {
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flex: 1;
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padding: 10px 12px;
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border-radius: 8px;
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border: 1px solid #d1d5db;
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background: #ffffff;
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color: #111827;
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flex: 1;
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padding: 10px 12px;
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border-radius: 8px;
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border: 1px solid #d1d5db;
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background: #ffffff;
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color: #111827;
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}
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.chat__input::placeholder {
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color: #9ca3af;
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color: #9ca3af;
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}
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.chat__button {
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padding: 10px 16px;
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border-radius: 8px;
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border: none;
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background: #2563eb;
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color: #ffffff;
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font-weight: 600;
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cursor: pointer;
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padding: 10px 16px;
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border-radius: 8px;
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border: none;
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background: #2563eb;
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color: #ffffff;
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font-weight: 600;
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cursor: pointer;
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}
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.chat__button:disabled {
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background: #cbd5f5;
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color: #ffffff;
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cursor: not-allowed;
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opacity: 0.75;
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background: #cbd5f5;
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color: #ffffff;
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cursor: not-allowed;
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opacity: 0.75;
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}
|
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.chat__button--secondary {
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background: #e5e7eb;
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color: #1f2937;
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background: #e5e7eb;
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color: #1f2937;
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}
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|
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.chat__button--secondary:hover {
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background: #d1d5db;
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background: #d1d5db;
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}
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.chat__status {
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padding: 8px 20px 0;
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font-size: 12px;
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color: #6b7280;
|
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padding: 8px 20px 0;
|
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font-size: 12px;
|
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color: #6b7280;
|
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}
|
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|
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.drawer {
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width: 320px;
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max-width: 100%;
|
||||
height: 100%;
|
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border-left: 1px solid #e5e7eb;
|
||||
background: #ffffff;
|
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padding: 20px;
|
||||
display: flex;
|
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flex-direction: column;
|
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gap: 16px;
|
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transform: translateX(100%);
|
||||
transition: transform 0.25s ease;
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width: 320px;
|
||||
max-width: 100%;
|
||||
height: 100%;
|
||||
border-left: 1px solid #e5e7eb;
|
||||
background: #ffffff;
|
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padding: 20px;
|
||||
display: flex;
|
||||
flex-direction: column;
|
||||
gap: 16px;
|
||||
transform: translateX(100%);
|
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transition: transform 0.25s ease;
|
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}
|
||||
|
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.drawer--open {
|
||||
transform: translateX(0%);
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||||
transform: translateX(0%);
|
||||
}
|
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|
||||
.drawer__header {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
justify-content: space-between;
|
||||
gap: 12px;
|
||||
display: flex;
|
||||
align-items: center;
|
||||
justify-content: space-between;
|
||||
gap: 12px;
|
||||
}
|
||||
|
||||
.drawer__title {
|
||||
margin: 0;
|
||||
font-size: 18px;
|
||||
margin: 0;
|
||||
font-size: 18px;
|
||||
}
|
||||
|
||||
.drawer__close {
|
||||
border: 1px solid #d1d5db;
|
||||
background: #ffffff;
|
||||
border-radius: 8px;
|
||||
padding: 4px 8px;
|
||||
cursor: pointer;
|
||||
border: 1px solid #d1d5db;
|
||||
background: #ffffff;
|
||||
border-radius: 8px;
|
||||
padding: 4px 8px;
|
||||
cursor: pointer;
|
||||
}
|
||||
|
||||
.drawer__form {
|
||||
display: flex;
|
||||
flex-direction: column;
|
||||
gap: 16px;
|
||||
display: flex;
|
||||
flex-direction: column;
|
||||
gap: 16px;
|
||||
}
|
||||
|
||||
.drawer__field {
|
||||
display: grid;
|
||||
grid-template-columns: 1fr auto;
|
||||
grid-template-rows: auto auto;
|
||||
gap: 6px 12px;
|
||||
align-items: center;
|
||||
font-size: 13px;
|
||||
color: #1f2937;
|
||||
display: grid;
|
||||
grid-template-columns: 1fr auto;
|
||||
grid-template-rows: auto auto;
|
||||
gap: 6px 12px;
|
||||
align-items: center;
|
||||
font-size: 13px;
|
||||
color: #1f2937;
|
||||
}
|
||||
|
||||
.drawer__label {
|
||||
font-weight: 600;
|
||||
font-weight: 600;
|
||||
}
|
||||
|
||||
.drawer__range {
|
||||
grid-column: 1 / -1;
|
||||
width: 100%;
|
||||
grid-column: 1 / -1;
|
||||
width: 100%;
|
||||
}
|
||||
|
||||
.drawer__value {
|
||||
font-variant-numeric: tabular-nums;
|
||||
}
|
||||
|
||||
.drawer__hint {
|
||||
margin: 0;
|
||||
font-size: 12px;
|
||||
color: #6b7280;
|
||||
font-variant-numeric: tabular-nums;
|
||||
}
|
||||
|
||||
@media (max-width: 900px) {
|
||||
.drawer {
|
||||
position: absolute;
|
||||
right: 0;
|
||||
top: 0;
|
||||
height: 100vh;
|
||||
box-shadow: -12px 0 24px rgba(15, 23, 42, 0.08);
|
||||
}
|
||||
.drawer {
|
||||
position: absolute;
|
||||
right: 0;
|
||||
top: 0;
|
||||
height: 100vh;
|
||||
box-shadow: -12px 0 24px rgba(15, 23, 42, 0.08);
|
||||
}
|
||||
}
|
||||
@@ -8,14 +8,14 @@ const settingsToggle = document.getElementById("settings-toggle");
|
||||
const settingsDrawer = document.getElementById("settings-drawer");
|
||||
const settingsClose = document.getElementById("settings-close");
|
||||
const rangeInputs = settingsDrawer
|
||||
? Array.from(settingsDrawer.querySelectorAll("input[type='range']"))
|
||||
: [];
|
||||
? Array.from(settingsDrawer.querySelectorAll("input[type='range']"))
|
||||
: [];
|
||||
const configInputs = {
|
||||
topK: document.getElementById("config-top-k"),
|
||||
topP: document.getElementById("config-top-p"),
|
||||
temperature: document.getElementById("config-temperature"),
|
||||
retrieverMaxDocs: document.getElementById("config-retriever-max-docs"),
|
||||
rerankerMaxDocs: document.getElementById("config-reranker-max-docs"),
|
||||
topK: document.getElementById("config-top-k"),
|
||||
topP: document.getElementById("config-top-p"),
|
||||
temperature: document.getElementById("config-temperature"),
|
||||
retrieverMaxDocs: document.getElementById("config-retriever-max-docs"),
|
||||
rerankerMaxDocs: document.getElementById("config-reranker-max-docs"),
|
||||
};
|
||||
|
||||
const scheme = window.location.protocol === "https:" ? "wss" : "ws";
|
||||
@@ -26,178 +26,189 @@ let loadingBubble = null;
|
||||
let isAwaitingResponse = false;
|
||||
|
||||
const updateSendButtonState = () => {
|
||||
if (!sendButtonEl) return;
|
||||
sendButtonEl.disabled = isAwaitingResponse;
|
||||
if (!sendButtonEl) return;
|
||||
sendButtonEl.disabled = isAwaitingResponse;
|
||||
};
|
||||
|
||||
const addMessage = (text, direction) => {
|
||||
const bubble = document.createElement("div");
|
||||
bubble.className = `message message--${direction}`;
|
||||
bubble.textContent = text;
|
||||
messagesEl.appendChild(bubble);
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
const bubble = document.createElement("div");
|
||||
bubble.className = `message message--${direction}`;
|
||||
bubble.textContent = text;
|
||||
messagesEl.appendChild(bubble);
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
};
|
||||
|
||||
const showLoadingBubble = () => {
|
||||
if (loadingBubble) return;
|
||||
loadingBubble = document.createElement("div");
|
||||
loadingBubble.className = "message message--in message--loading";
|
||||
loadingBubble.innerHTML =
|
||||
'<span class="typing-dot"></span><span class="typing-dot"></span><span class="typing-dot"></span>';
|
||||
messagesEl.appendChild(loadingBubble);
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
if (loadingBubble) return;
|
||||
loadingBubble = document.createElement("div");
|
||||
loadingBubble.className = "message message--in message--loading";
|
||||
loadingBubble.innerHTML =
|
||||
'<span class="typing-dot"></span><span class="typing-dot"></span><span class="typing-dot"></span>';
|
||||
messagesEl.appendChild(loadingBubble);
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
};
|
||||
|
||||
const removeLoadingBubble = () => {
|
||||
if (!loadingBubble) return;
|
||||
loadingBubble.remove();
|
||||
loadingBubble = null;
|
||||
if (!loadingBubble) return;
|
||||
loadingBubble.remove();
|
||||
loadingBubble = null;
|
||||
};
|
||||
|
||||
const clearMessages = () => {
|
||||
if (!messagesEl) return;
|
||||
messagesEl.innerHTML = "";
|
||||
streamingBubble = null;
|
||||
loadingBubble = null;
|
||||
if (!messagesEl) return;
|
||||
messagesEl.innerHTML = "";
|
||||
streamingBubble = null;
|
||||
loadingBubble = null;
|
||||
};
|
||||
|
||||
const connect = () => {
|
||||
socket = new WebSocket(socketUrl);
|
||||
socket = new WebSocket(socketUrl);
|
||||
|
||||
socket.addEventListener("open", () => {
|
||||
statusEl.textContent = "Connected";
|
||||
});
|
||||
socket.addEventListener("open", () => {
|
||||
statusEl.textContent = "Connected";
|
||||
});
|
||||
|
||||
socket.addEventListener("message", (event) => {
|
||||
let payload;
|
||||
try {
|
||||
payload = JSON.parse(event.data);
|
||||
} catch (error) {
|
||||
addMessage(event.data, "in");
|
||||
return;
|
||||
}
|
||||
socket.addEventListener("message", (event) => {
|
||||
let payload;
|
||||
try {
|
||||
payload = JSON.parse(event.data);
|
||||
} catch (error) {
|
||||
addMessage(event.data, "in");
|
||||
return;
|
||||
}
|
||||
|
||||
if (payload.type === "start") {
|
||||
// Keep the loading bubble visible until the first chunk arrives.
|
||||
// Just prepare the streaming bubble but don't append it yet.
|
||||
streamingBubble = document.createElement("div");
|
||||
streamingBubble.className = "message message--in";
|
||||
streamingBubble.textContent = "";
|
||||
return;
|
||||
}
|
||||
if (payload.type === "start") {
|
||||
// Keep the loading bubble visible until the first chunk arrives.
|
||||
// Just prepare the streaming bubble but don't append it yet.
|
||||
streamingBubble = document.createElement("div");
|
||||
streamingBubble.className = "message message--in";
|
||||
streamingBubble.textContent = "";
|
||||
return;
|
||||
}
|
||||
|
||||
if (payload.type === "chunk") {
|
||||
if (!streamingBubble) {
|
||||
streamingBubble = document.createElement("div");
|
||||
streamingBubble.className = "message message--in";
|
||||
}
|
||||
// First chunk: swap loading bubble for the streaming bubble.
|
||||
if (!streamingBubble.isConnected) {
|
||||
removeLoadingBubble();
|
||||
messagesEl.appendChild(streamingBubble);
|
||||
}
|
||||
streamingBubble.textContent += payload.data ?? "";
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
return;
|
||||
}
|
||||
|
||||
if (payload.type === "report") {
|
||||
console.log("%cSOURCES", 'border: 2px solid red; padding: 1em; color: red; font-size: 14px; font-weight: bold;')
|
||||
console.log(payload.sources);
|
||||
console.log("%cRE-RANKED SOURCES", 'border: 2px solid red; padding: 1em; color: red; font-size: 14px; font-weight: bold;')
|
||||
console.log(payload.reranked_sources);
|
||||
return;
|
||||
}
|
||||
|
||||
if (payload.type === "end") {
|
||||
// Safety net: remove loading bubble if no chunks were ever received.
|
||||
removeLoadingBubble();
|
||||
streamingBubble = null;
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
return;
|
||||
}
|
||||
});
|
||||
|
||||
socket.addEventListener("close", () => {
|
||||
statusEl.textContent = "Disconnected";
|
||||
if (payload.type === "chunk") {
|
||||
if (!streamingBubble) {
|
||||
streamingBubble = document.createElement("div");
|
||||
streamingBubble.className = "message message--in";
|
||||
}
|
||||
// First chunk: swap loading bubble for the streaming bubble.
|
||||
if (!streamingBubble.isConnected) {
|
||||
removeLoadingBubble();
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
});
|
||||
messagesEl.appendChild(streamingBubble);
|
||||
}
|
||||
streamingBubble.textContent += payload.data ?? "";
|
||||
messagesEl.scrollTop = messagesEl.scrollHeight;
|
||||
return;
|
||||
}
|
||||
|
||||
socket.addEventListener("error", () => {
|
||||
statusEl.textContent = "Connection error";
|
||||
removeLoadingBubble();
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
});
|
||||
if (payload.type === "report") {
|
||||
console.log(
|
||||
"%cREPHRASED QUESTION",
|
||||
"border: 2px solid red; padding: 1em; color: red; font-size: 14px; font-weight: bold;",
|
||||
);
|
||||
console.log(payload.rephrased_question);
|
||||
console.log(
|
||||
"%cSOURCES",
|
||||
"border: 2px solid red; padding: 1em; color: red; font-size: 14px; font-weight: bold;",
|
||||
);
|
||||
console.log(payload.sources);
|
||||
console.log(
|
||||
"%cRE-RANKED SOURCES",
|
||||
"border: 2px solid red; padding: 1em; color: red; font-size: 14px; font-weight: bold;",
|
||||
);
|
||||
console.log(payload.reranked_sources);
|
||||
return;
|
||||
}
|
||||
|
||||
if (payload.type === "end") {
|
||||
// Safety net: remove loading bubble if no chunks were ever received.
|
||||
removeLoadingBubble();
|
||||
streamingBubble = null;
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
return;
|
||||
}
|
||||
});
|
||||
|
||||
socket.addEventListener("close", () => {
|
||||
statusEl.textContent = "Disconnected";
|
||||
removeLoadingBubble();
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
});
|
||||
|
||||
socket.addEventListener("error", () => {
|
||||
statusEl.textContent = "Connection error";
|
||||
removeLoadingBubble();
|
||||
isAwaitingResponse = false;
|
||||
updateSendButtonState();
|
||||
});
|
||||
};
|
||||
|
||||
const updateDrawerValue = (input) => {
|
||||
const output = input.parentElement?.querySelector(".drawer__value");
|
||||
if (!output) return;
|
||||
output.textContent = input.value;
|
||||
const output = input.parentElement?.querySelector(".drawer__value");
|
||||
if (!output) return;
|
||||
output.textContent = input.value;
|
||||
};
|
||||
|
||||
rangeInputs.forEach((input) => {
|
||||
updateDrawerValue(input);
|
||||
input.addEventListener("input", () => updateDrawerValue(input));
|
||||
updateDrawerValue(input);
|
||||
input.addEventListener("input", () => updateDrawerValue(input));
|
||||
});
|
||||
|
||||
const closeDrawer = () => {
|
||||
settingsDrawer?.classList.remove("drawer--open");
|
||||
if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "true");
|
||||
if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "false");
|
||||
settingsDrawer?.classList.remove("drawer--open");
|
||||
if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "true");
|
||||
if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "false");
|
||||
};
|
||||
|
||||
const openDrawer = () => {
|
||||
settingsDrawer?.classList.add("drawer--open");
|
||||
if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "false");
|
||||
if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "true");
|
||||
settingsDrawer?.classList.add("drawer--open");
|
||||
if (settingsDrawer) settingsDrawer.setAttribute("aria-hidden", "false");
|
||||
if (settingsToggle) settingsToggle.setAttribute("aria-expanded", "true");
|
||||
};
|
||||
|
||||
settingsToggle?.addEventListener("click", () => {
|
||||
if (settingsDrawer?.classList.contains("drawer--open")) {
|
||||
closeDrawer();
|
||||
} else {
|
||||
openDrawer();
|
||||
}
|
||||
if (settingsDrawer?.classList.contains("drawer--open")) {
|
||||
closeDrawer();
|
||||
} else {
|
||||
openDrawer();
|
||||
}
|
||||
});
|
||||
|
||||
settingsClose?.addEventListener("click", closeDrawer);
|
||||
|
||||
clearEl?.addEventListener("click", () => {
|
||||
clearMessages();
|
||||
inputEl?.focus();
|
||||
updateSendButtonState();
|
||||
clearMessages();
|
||||
inputEl?.focus();
|
||||
updateSendButtonState();
|
||||
});
|
||||
|
||||
inputEl?.addEventListener("input", updateSendButtonState);
|
||||
|
||||
formEl.addEventListener("submit", (event) => {
|
||||
event.preventDefault();
|
||||
const text = inputEl.value.trim();
|
||||
if (!text) return;
|
||||
if (!socket || socket.readyState !== WebSocket.OPEN) {
|
||||
addMessage("Not connected.", "in");
|
||||
return;
|
||||
}
|
||||
if (isAwaitingResponse) return;
|
||||
const config = {
|
||||
top_k: Number(configInputs.topK?.value ?? 0),
|
||||
top_p: Number(configInputs.topP?.value ?? 0),
|
||||
temperature: Number(configInputs.temperature?.value ?? 0),
|
||||
retriever_max_docs: Number(configInputs.retrieverMaxDocs?.value ?? 0),
|
||||
reranker_max_results: Number(configInputs.rerankerMaxDocs?.value ?? 0),
|
||||
};
|
||||
addMessage(text, "out");
|
||||
socket.send(JSON.stringify({ message: text, config }));
|
||||
inputEl.value = "";
|
||||
inputEl.focus();
|
||||
isAwaitingResponse = true;
|
||||
updateSendButtonState();
|
||||
showLoadingBubble();
|
||||
event.preventDefault();
|
||||
const text = inputEl.value.trim();
|
||||
if (!text) return;
|
||||
if (!socket || socket.readyState !== WebSocket.OPEN) {
|
||||
addMessage("Not connected.", "in");
|
||||
return;
|
||||
}
|
||||
if (isAwaitingResponse) return;
|
||||
const config = {
|
||||
top_k: Number(configInputs.topK?.value ?? 0),
|
||||
top_p: Number(configInputs.topP?.value ?? 0),
|
||||
temperature: Number(configInputs.temperature?.value ?? 0),
|
||||
retriever_max_docs: Number(configInputs.retrieverMaxDocs?.value ?? 0),
|
||||
reranker_max_results: Number(configInputs.rerankerMaxDocs?.value ?? 0),
|
||||
};
|
||||
addMessage(text, "out");
|
||||
socket.send(JSON.stringify({ message: text, config }));
|
||||
inputEl.value = "";
|
||||
inputEl.focus();
|
||||
isAwaitingResponse = true;
|
||||
updateSendButtonState();
|
||||
showLoadingBubble();
|
||||
});
|
||||
|
||||
connect();
|
||||
|
||||
@@ -1,72 +1,143 @@
|
||||
<!DOCTYPE html>
|
||||
<!doctype html>
|
||||
<html lang="en">
|
||||
|
||||
<head>
|
||||
<head>
|
||||
<meta charset="UTF-8" />
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
||||
<title>AKERN Assistant</title>
|
||||
<link rel="stylesheet" href="/static/css/chat.css" />
|
||||
</head>
|
||||
</head>
|
||||
|
||||
<body>
|
||||
<body>
|
||||
<div class="app" aria-label="Chat application">
|
||||
<section class="chat" aria-label="Chat">
|
||||
<div class="chat__header">
|
||||
<span>AKERN Assistant</span>
|
||||
<button class="chat__settings" id="settings-toggle" type="button" aria-haspopup="dialog"
|
||||
aria-expanded="false" aria-controls="settings-drawer">Configurazione</button>
|
||||
</div>
|
||||
<div class="chat__messages" id="messages"></div>
|
||||
<div class="chat__status" id="status">Connecting…</div>
|
||||
<form class="chat__footer" id="chat-form">
|
||||
<input class="chat__input" id="chat-input" type="text" placeholder="Type a message" autocomplete="off"
|
||||
required />
|
||||
<button class="chat__button" type="submit">Send</button>
|
||||
<button class="chat__button chat__button--secondary" id="chat-clear" type="button">Clear</button>
|
||||
</form>
|
||||
</section>
|
||||
<section class="chat" aria-label="Chat">
|
||||
<div class="chat__header">
|
||||
<span>AKERN Assistant</span>
|
||||
<button
|
||||
class="chat__settings"
|
||||
id="settings-toggle"
|
||||
type="button"
|
||||
aria-haspopup="dialog"
|
||||
aria-expanded="false"
|
||||
aria-controls="settings-drawer"
|
||||
>
|
||||
Configurazione
|
||||
</button>
|
||||
</div>
|
||||
<div class="chat__messages" id="messages"></div>
|
||||
<div class="chat__status" id="status">Connecting…</div>
|
||||
<form class="chat__footer" id="chat-form">
|
||||
<input
|
||||
class="chat__input"
|
||||
id="chat-input"
|
||||
type="text"
|
||||
placeholder="Type a message"
|
||||
autocomplete="off"
|
||||
required
|
||||
/>
|
||||
<button class="chat__button" type="submit">Send</button>
|
||||
<button
|
||||
class="chat__button chat__button--secondary"
|
||||
id="chat-clear"
|
||||
type="button"
|
||||
>
|
||||
Clear
|
||||
</button>
|
||||
</form>
|
||||
</section>
|
||||
|
||||
<aside class="drawer" id="settings-drawer" aria-label="Configurazione" aria-hidden="true">
|
||||
<div class="drawer__header">
|
||||
<h2 class="drawer__title">Configurazione</h2>
|
||||
<button class="drawer__close" id="settings-close" type="button" aria-label="Chiudi">✕</button>
|
||||
</div>
|
||||
<form class="drawer__form">
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">top_k</span>
|
||||
<input class="drawer__range" id="config-top-k" type="range" min="0" max="100" step="1" value="40" />
|
||||
<output class="drawer__value">40</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">top_p</span>
|
||||
<input class="drawer__range" id="config-top-p" type="range" min="0" max="1" step="0.1"
|
||||
value="0.0" />
|
||||
<output class="drawer__value">0.0</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">temperature</span>
|
||||
<input class="drawer__range" id="config-temperature" type="range" min="0" max="1.5" step="0.1"
|
||||
value="0.0" />
|
||||
<output class="drawer__value">0.0</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">retriever max docs</span>
|
||||
<input class="drawer__range" id="config-retriever-max-docs" type="range" min="5" max="100" step="1"
|
||||
value="40" />
|
||||
<output class="drawer__value">40</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">reranker max docs</span>
|
||||
<input class="drawer__range" id="config-reranker-max-docs" type="range" min="5" max="100" step="1"
|
||||
value="20" />
|
||||
<output class="drawer__value">20</output>
|
||||
</label>
|
||||
<p class="drawer__hint">Solo frontend, nessuna logica applicata.</p>
|
||||
</form>
|
||||
</aside>
|
||||
<aside
|
||||
class="drawer"
|
||||
id="settings-drawer"
|
||||
aria-label="Configurazione"
|
||||
aria-hidden="true"
|
||||
>
|
||||
<div class="drawer__header">
|
||||
<h2 class="drawer__title">Configurazione</h2>
|
||||
<button
|
||||
class="drawer__close"
|
||||
id="settings-close"
|
||||
type="button"
|
||||
aria-label="Chiudi"
|
||||
>
|
||||
✕
|
||||
</button>
|
||||
</div>
|
||||
<form class="drawer__form">
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">top_k</span>
|
||||
<input
|
||||
class="drawer__range"
|
||||
id="config-top-k"
|
||||
type="range"
|
||||
min="0"
|
||||
max="100"
|
||||
step="1"
|
||||
value="40"
|
||||
/>
|
||||
<output class="drawer__value">40</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">top_p</span>
|
||||
<input
|
||||
class="drawer__range"
|
||||
id="config-top-p"
|
||||
type="range"
|
||||
min="0"
|
||||
max="1"
|
||||
step="0.1"
|
||||
value="0.0"
|
||||
/>
|
||||
<output class="drawer__value">0.0</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">temperature</span>
|
||||
<input
|
||||
class="drawer__range"
|
||||
id="config-temperature"
|
||||
type="range"
|
||||
min="0"
|
||||
max="1.5"
|
||||
step="0.1"
|
||||
value="0.0"
|
||||
/>
|
||||
<output class="drawer__value">0.0</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">retriever max docs</span>
|
||||
<input
|
||||
class="drawer__range"
|
||||
id="config-retriever-max-docs"
|
||||
type="range"
|
||||
min="5"
|
||||
max="100"
|
||||
step="1"
|
||||
value="40"
|
||||
/>
|
||||
<output class="drawer__value">40</output>
|
||||
</label>
|
||||
<label class="drawer__field">
|
||||
<span class="drawer__label">reranker max docs</span>
|
||||
<input
|
||||
class="drawer__range"
|
||||
id="config-reranker-max-docs"
|
||||
type="range"
|
||||
min="5"
|
||||
max="100"
|
||||
step="1"
|
||||
value="20"
|
||||
/>
|
||||
<output class="drawer__value">20</output>
|
||||
</label>
|
||||
<label for="drawer__field">
|
||||
<span class="drawer__label">Prompts</span>
|
||||
<!-- TODO -->
|
||||
<!-- Here i need a select -->
|
||||
<!-- {% for prompt in prompts %} {{ prompt.name }} {{ prompt.id }} {% endfor %} -->
|
||||
</label>
|
||||
</form>
|
||||
</aside>
|
||||
</div>
|
||||
|
||||
<script src="/static/js/chat.js" defer></script>
|
||||
</body>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
7
uv.lock
generated
7
uv.lock
generated
@@ -109,7 +109,9 @@ dependencies = [
|
||||
{ name = "langchain-google-genai" },
|
||||
{ name = "langchain-google-vertexai" },
|
||||
{ name = "langchain-openai" },
|
||||
{ name = "pydantic" },
|
||||
{ name = "python-dotenv" },
|
||||
{ name = "sqlalchemy" },
|
||||
]
|
||||
|
||||
[package.dev-dependencies]
|
||||
@@ -129,7 +131,9 @@ requires-dist = [
|
||||
{ name = "langchain-google-genai", specifier = ">=4.2.0" },
|
||||
{ name = "langchain-google-vertexai", specifier = ">=3.2.0" },
|
||||
{ name = "langchain-openai", specifier = ">=1.1.9" },
|
||||
{ name = "pydantic", specifier = ">=2.12.5" },
|
||||
{ name = "python-dotenv", specifier = ">=1.2.1" },
|
||||
{ name = "sqlalchemy", specifier = ">=2.0.46" },
|
||||
]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
@@ -920,6 +924,7 @@ wheels = [
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/10/d3/be7d19e8fad7c5a78eeefb2d896a08cd4643e1e90c605c4be3b46264998f/greenlet-3.3.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:65be2f026ca6a176f88fb935ee23c18333ccea97048076aef4db1ef5bc0713ac", size = 599284, upload-time = "2026-01-23T16:00:58.584Z" },
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||||
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/cb/86/5c6ab23bb3c28c21ed6bebad006515cfe08b04613eb105ca0041fecca852/greenlet-3.3.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6423481193bbbe871313de5fd06a082f2649e7ce6e08015d2a76c1e9186ca5b3", size = 612904, upload-time = "2026-01-23T15:32:52.317Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/c2/f3/7949994264e22639e40718c2daf6f6df5169bf48fb038c008a489ec53a50/greenlet-3.3.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:33a956fe78bbbda82bfc95e128d61129b32d66bcf0a20a1f0c08aa4839ffa951", size = 1567316, upload-time = "2026-01-23T16:04:23.316Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/8d/6e/d73c94d13b6465e9f7cd6231c68abde838bb22408596c05d9059830b7872/greenlet-3.3.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4b065d3284be43728dd280f6f9a13990b56470b81be20375a207cdc814a983f2", size = 1636549, upload-time = "2026-01-23T15:33:48.643Z" },
|
||||
@@ -928,6 +933,7 @@ wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/ae/fb/011c7c717213182caf78084a9bea51c8590b0afda98001f69d9f853a495b/greenlet-3.3.1-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:bd59acd8529b372775cd0fcbc5f420ae20681c5b045ce25bd453ed8455ab99b5", size = 275737, upload-time = "2026-01-23T15:32:16.889Z" },
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/b4/09/c6c4a0db47defafd2d6bab8ddfe47ad19963b4e30f5bed84d75328059f8c/greenlet-3.3.1-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:02925a0bfffc41e542c70aa14c7eda3593e4d7e274bfcccca1827e6c0875902e", size = 658219, upload-time = "2026-01-23T16:05:30.956Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/e2/89/b95f2ddcc5f3c2bc09c8ee8d77be312df7f9e7175703ab780f2014a0e781/greenlet-3.3.1-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3e0f3878ca3a3ff63ab4ea478585942b53df66ddde327b59ecb191b19dbbd62d", size = 671455, upload-time = "2026-01-23T16:15:57.232Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/80/38/9d42d60dffb04b45f03dbab9430898352dba277758640751dc5cc316c521/greenlet-3.3.1-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:34a729e2e4e4ffe9ae2408d5ecaf12f944853f40ad724929b7585bca808a9d6f", size = 660237, upload-time = "2026-01-23T15:32:53.967Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/96/61/373c30b7197f9e756e4c81ae90a8d55dc3598c17673f91f4d31c3c689c3f/greenlet-3.3.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:aec9ab04e82918e623415947921dea15851b152b822661cce3f8e4393c3df683", size = 1615261, upload-time = "2026-01-23T16:04:25.066Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/fd/d3/ca534310343f5945316f9451e953dcd89b36fe7a19de652a1dc5a0eeef3f/greenlet-3.3.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:71c767cf281a80d02b6c1bdc41c9468e1f5a494fb11bc8688c360524e273d7b1", size = 1683719, upload-time = "2026-01-23T15:33:50.61Z" },
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||||
@@ -936,6 +942,7 @@ wheels = [
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
|
||||
Reference in New Issue
Block a user