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Unverified Commit 635951b5 authored by Timothy Jaeryang Baek's avatar Timothy Jaeryang Baek Committed by GitHub
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Merge branch 'dev' into feat/backend-web-search

parents 8b3e370a bf604bc0
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Showing with 1063 additions and 877 deletions
.github/workflows/integration-test.yml
View file @ 635951b5
......@@ -20,7 +20,16 @@ jobs:
- name: Build and run Compose Stack
run: |
docker compose up --detach --build
docker compose --file docker-compose.yaml --file docker-compose.api.yaml up --detach --build
- name: Wait for Ollama to be up
timeout-minutes: 5
run: |
until curl --output /dev/null --silent --fail http://localhost:11434; do
printf '.'
sleep 1
done
echo "Service is up!"
- name: Preload Ollama model
run: |
......
backend/apps/rag/main.py
View file @ 635951b5
......@@ -80,6 +80,7 @@ from config import (
RAG_EMBEDDING_MODEL_AUTO_UPDATE,
RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE,
ENABLE_RAG_HYBRID_SEARCH,
ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
RAG_RERANKING_MODEL,
PDF_EXTRACT_IMAGES,
RAG_RERANKING_MODEL_AUTO_UPDATE,
......@@ -91,7 +92,7 @@ from config import (
CHUNK_SIZE,
CHUNK_OVERLAP,
RAG_TEMPLATE,
ENABLE_LOCAL_WEB_FETCH,
ENABLE_RAG_LOCAL_WEB_FETCH,
)
from constants import ERROR_MESSAGES
......@@ -105,6 +106,9 @@ app.state.TOP_K = RAG_TOP_K
app.state.RELEVANCE_THRESHOLD = RAG_RELEVANCE_THRESHOLD
app.state.ENABLE_RAG_HYBRID_SEARCH = ENABLE_RAG_HYBRID_SEARCH
app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION
)
app.state.CHUNK_SIZE = CHUNK_SIZE
app.state.CHUNK_OVERLAP = CHUNK_OVERLAP
......@@ -114,6 +118,7 @@ app.state.RAG_EMBEDDING_MODEL = RAG_EMBEDDING_MODEL
app.state.RAG_RERANKING_MODEL = RAG_RERANKING_MODEL
app.state.RAG_TEMPLATE = RAG_TEMPLATE
app.state.OPENAI_API_BASE_URL = RAG_OPENAI_API_BASE_URL
app.state.OPENAI_API_KEY = RAG_OPENAI_API_KEY
......@@ -313,6 +318,7 @@ async def get_rag_config(user=Depends(get_admin_user)):
"chunk_size": app.state.CHUNK_SIZE,
"chunk_overlap": app.state.CHUNK_OVERLAP,
},
"web_loader_ssl_verification": app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
}
......@@ -322,15 +328,34 @@ class ChunkParamUpdateForm(BaseModel):
class ConfigUpdateForm(BaseModel):
pdf_extract_images: bool
chunk: ChunkParamUpdateForm
pdf_extract_images: Optional[bool] = None
chunk: Optional[ChunkParamUpdateForm] = None
web_loader_ssl_verification: Optional[bool] = None
@app.post("/config/update")
async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_user)):
app.state.PDF_EXTRACT_IMAGES = form_data.pdf_extract_images
app.state.CHUNK_SIZE = form_data.chunk.chunk_size
app.state.CHUNK_OVERLAP = form_data.chunk.chunk_overlap
app.state.PDF_EXTRACT_IMAGES = (
form_data.pdf_extract_images
if form_data.pdf_extract_images != None
else app.state.PDF_EXTRACT_IMAGES
)
app.state.CHUNK_SIZE = (
form_data.chunk.chunk_size if form_data.chunk != None else app.state.CHUNK_SIZE
)
app.state.CHUNK_OVERLAP = (
form_data.chunk.chunk_overlap
if form_data.chunk != None
else app.state.CHUNK_OVERLAP
)
app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
form_data.web_loader_ssl_verification
if form_data.web_loader_ssl_verification != None
else app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION
)
return {
"status": True,
......@@ -339,6 +364,7 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
"chunk_size": app.state.CHUNK_SIZE,
"chunk_overlap": app.state.CHUNK_OVERLAP,
},
"web_loader_ssl_verification": app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
}
......@@ -490,7 +516,9 @@ def store_youtube_video(form_data: UrlForm, user=Depends(get_current_user)):
def store_web(form_data: UrlForm, user=Depends(get_current_user)):
# "https://www.gutenberg.org/files/1727/1727-h/1727-h.htm"
try:
loader = get_web_loader(form_data.url)
loader = get_web_loader(
form_data.url, verify_ssl=app.state.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION
)
data = loader.load()
collection_name = form_data.collection_name
......@@ -510,12 +538,11 @@ def store_web(form_data: UrlForm, user=Depends(get_current_user)):
detail=ERROR_MESSAGES.DEFAULT(e),
)
def get_web_loader(url: Union[str, Sequence[str]]):
def get_web_loader(url: Union[str, Sequence[str]], verify_ssl: bool = True):
# Check if the URL is valid
if not validate_url(url):
raise ValueError(ERROR_MESSAGES.INVALID_URL)
return WebBaseLoader(url)
return WebBaseLoader(url, verify_ssl=verify_ssl)
def validate_url(url: Union[str, Sequence[str]]):
......
backend/apps/rag/utils.py
View file @ 635951b5
......@@ -287,14 +287,14 @@ def rag_messages(
for doc in docs:
context = None
collection = doc.get("collection_name")
if collection:
collection = [collection]
else:
collection = doc.get("collection_names", [])
collection_names = (
doc["collection_names"]
if doc["type"] == "collection"
else [doc["collection_name"]]
)
collection = set(collection).difference(extracted_collections)
if not collection:
collection_names = set(collection_names).difference(extracted_collections)
if not collection_names:
log.debug(f"skipping {doc} as it has already been extracted")
continue
......@@ -304,11 +304,7 @@ def rag_messages(
else:
if hybrid_search:
context = query_collection_with_hybrid_search(
collection_names=(
doc["collection_names"]
if doc["type"] == "collection"
else [doc["collection_name"]]
),
collection_names=collection_names,
query=query,
embedding_function=embedding_function,
k=k,
......@@ -317,11 +313,7 @@ def rag_messages(
)
else:
context = query_collection(
collection_names=(
doc["collection_names"]
if doc["type"] == "collection"
else [doc["collection_name"]]
),
collection_names=collection_names,
query=query,
embedding_function=embedding_function,
k=k,
......@@ -331,18 +323,31 @@ def rag_messages(
context = None
if context:
relevant_contexts.append(context)
relevant_contexts.append({**context, "source": doc})
extracted_collections.extend(collection)
extracted_collections.extend(collection_names)
context_string = ""
citations = []
for context in relevant_contexts:
try:
if "documents" in context:
items = [item for item in context["documents"][0] if item is not None]
context_string += "\n\n".join(items)
context_string += "\n\n".join(
[text for text in context["documents"][0] if text is not None]
)
if "metadatas" in context:
citations.append(
{
"source": context["source"],
"document": context["documents"][0],
"metadata": context["metadatas"][0],
}
)
except Exception as e:
log.exception(e)
context_string = context_string.strip()
ra_content = rag_template(
......@@ -371,7 +376,7 @@ def rag_messages(
messages[last_user_message_idx] = new_user_message
return messages
return messages, citations
def get_model_path(model: str, update_model: bool = False):
......
backend/config.py
View file @ 635951b5
......@@ -18,6 +18,18 @@ from secrets import token_bytes
from constants import ERROR_MESSAGES
####################################
# Load .env file
####################################
try:
from dotenv import load_dotenv, find_dotenv
load_dotenv(find_dotenv("../.env"))
except ImportError:
print("dotenv not installed, skipping...")
####################################
# LOGGING
####################################
......@@ -59,16 +71,6 @@ for source in log_sources:
log.setLevel(SRC_LOG_LEVELS["CONFIG"])
####################################
# Load .env file
####################################
try:
from dotenv import load_dotenv, find_dotenv
load_dotenv(find_dotenv("../.env"))
except ImportError:
log.warning("dotenv not installed, skipping...")
WEBUI_NAME = os.environ.get("WEBUI_NAME", "Open WebUI")
if WEBUI_NAME != "Open WebUI":
......@@ -454,6 +456,11 @@ ENABLE_RAG_HYBRID_SEARCH = (
os.environ.get("ENABLE_RAG_HYBRID_SEARCH", "").lower() == "true"
)
ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
os.environ.get("ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION", "True").lower() == "true"
)
RAG_EMBEDDING_ENGINE = os.environ.get("RAG_EMBEDDING_ENGINE", "")
PDF_EXTRACT_IMAGES = os.environ.get("PDF_EXTRACT_IMAGES", "False").lower() == "true"
......@@ -531,7 +538,9 @@ RAG_TEMPLATE = os.environ.get("RAG_TEMPLATE", DEFAULT_RAG_TEMPLATE)
RAG_OPENAI_API_BASE_URL = os.getenv("RAG_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL)
RAG_OPENAI_API_KEY = os.getenv("RAG_OPENAI_API_KEY", OPENAI_API_KEY)
ENABLE_LOCAL_WEB_FETCH = os.getenv("ENABLE_LOCAL_WEB_FETCH", "False").lower() == "true"
ENABLE_RAG_LOCAL_WEB_FETCH = (
os.getenv("ENABLE_RAG_LOCAL_WEB_FETCH", "False").lower() == "true"
)
SEARXNG_QUERY_URL = os.getenv("SEARXNG_QUERY_URL", "")
GOOGLE_PSE_API_KEY = os.getenv("GOOGLE_PSE_API_KEY", "")
......
backend/main.py
View file @ 635951b5
......@@ -15,7 +15,7 @@ from fastapi.middleware.wsgi import WSGIMiddleware
from fastapi.middleware.cors import CORSMiddleware
from starlette.exceptions import HTTPException as StarletteHTTPException
from starlette.middleware.base import BaseHTTPMiddleware
from starlette.responses import StreamingResponse
from apps.ollama.main import app as ollama_app
from apps.openai.main import app as openai_app
......@@ -102,6 +102,8 @@ origins = ["*"]
class RAGMiddleware(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next):
return_citations = False
if request.method == "POST" and (
"/api/chat" in request.url.path or "/chat/completions" in request.url.path
):
......@@ -114,11 +116,15 @@ class RAGMiddleware(BaseHTTPMiddleware):
# Parse string to JSON
data = json.loads(body_str) if body_str else {}
return_citations = data.get("citations", False)
if "citations" in data:
del data["citations"]
# Example: Add a new key-value pair or modify existing ones
# data["modified"] = True # Example modification
if "docs" in data:
data = {**data}
data["messages"] = rag_messages(
data["messages"], citations = rag_messages(
docs=data["docs"],
messages=data["messages"],
template=rag_app.state.RAG_TEMPLATE,
......@@ -130,7 +136,9 @@ class RAGMiddleware(BaseHTTPMiddleware):
)
del data["docs"]
log.debug(f"data['messages']: {data['messages']}")
log.debug(
f"data['messages']: {data['messages']}, citations: {citations}"
)
modified_body_bytes = json.dumps(data).encode("utf-8")
......@@ -148,11 +156,36 @@ class RAGMiddleware(BaseHTTPMiddleware):
]
response = await call_next(request)
if return_citations:
# Inject the citations into the response
if isinstance(response, StreamingResponse):
# If it's a streaming response, inject it as SSE event or NDJSON line
content_type = response.headers.get("Content-Type")
if "text/event-stream" in content_type:
return StreamingResponse(
self.openai_stream_wrapper(response.body_iterator, citations),
)
if "application/x-ndjson" in content_type:
return StreamingResponse(
self.ollama_stream_wrapper(response.body_iterator, citations),
)
return response
async def _receive(self, body: bytes):
return {"type": "http.request", "body": body, "more_body": False}
async def openai_stream_wrapper(self, original_generator, citations):
yield f"data: {json.dumps({'citations': citations})}\n\n"
async for data in original_generator:
yield data
async def ollama_stream_wrapper(self, original_generator, citations):
yield f"{json.dumps({'citations': citations})}\n"
async for data in original_generator:
yield data
app.add_middleware(RAGMiddleware)
......
src/app.css
View file @ 635951b5
......@@ -82,3 +82,12 @@ select {
.katex-mathml {
display: none;
}
.scrollbar-none:active::-webkit-scrollbar-thumb,
.scrollbar-none:focus::-webkit-scrollbar-thumb,
.scrollbar-none:hover::-webkit-scrollbar-thumb {
visibility: visible;
}
.scrollbar-none::-webkit-scrollbar-thumb {
visibility: hidden;
}
src/lib/apis/ollama/index.ts
View file @ 635951b5
......@@ -159,7 +159,11 @@ export const generateTitle = async (
body: JSON.stringify({
model: model,
prompt: template,
stream: false
stream: false,
options: {
// Restrict the number of tokens generated to 50
num_predict: 50
}
})
})
.then(async (res) => {
......
src/lib/apis/openai/index.ts
View file @ 635951b5
......@@ -295,7 +295,9 @@ export const generateTitle = async (
content: template
}
],
stream: false
stream: false,
// Restricting the max tokens to 50 to avoid long titles
max_tokens: 50
})
})
.then(async (res) => {
......
src/lib/apis/rag/index.ts
View file @ 635951b5
......@@ -33,8 +33,9 @@ type ChunkConfigForm = {
};
type RAGConfigForm = {
pdf_extract_images: boolean;
chunk: ChunkConfigForm;
pdf_extract_images?: boolean;
chunk?: ChunkConfigForm;
web_loader_ssl_verification?: boolean;
};
export const updateRAGConfig = async (token: string, payload: RAGConfigForm) => {
......
src/lib/apis/streaming/index.ts
View file @ 635951b5
......@@ -4,6 +4,8 @@ import type { ParsedEvent } from 'eventsource-parser';
type TextStreamUpdate = {
done: boolean;
value: string;
// eslint-disable-next-line @typescript-eslint/no-explicit-any
citations?: any;
};
// createOpenAITextStream takes a responseBody with a SSE response,
......@@ -45,6 +47,11 @@ async function* openAIStreamToIterator(
const parsedData = JSON.parse(data);
console.log(parsedData);
if (parsedData.citations) {
yield { done: false, value: '', citations: parsedData.citations };
continue;
}
yield { done: false, value: parsedData.choices?.[0]?.delta?.content ?? '' };
} catch (e) {
console.error('Error extracting delta from SSE event:', e);
......@@ -62,6 +69,10 @@ async function* streamLargeDeltasAsRandomChunks(
yield textStreamUpdate;
return;
}
if (textStreamUpdate.citations) {
yield textStreamUpdate;
continue;
}
let content = textStreamUpdate.value;
if (content.length < 5) {
yield { done: false, value: content };
......
src/lib/components/chat/Messages/CitationsModal.svelte 0 → 100644
View file @ 635951b5
<script lang="ts">
import { getContext, onMount, tick } from 'svelte';
import Modal from '$lib/components/common/Modal.svelte';
const i18n = getContext('i18n');
export let show = false;
export let citation;
let mergedDocuments = [];
$: if (citation) {
mergedDocuments = citation.document?.map((c, i) => {
return {
source: citation.source,
document: c,
metadata: citation.metadata?.[i]
};
});
}
</script>
<Modal size="lg" bind:show>
<div>
<div class=" flex justify-between dark:text-gray-300 px-5 pt-4 pb-2">
<div class=" text-lg font-medium self-center capitalize">
{$i18n.t('Citation')}
</div>
<button
class="self-center"
on:click={() => {
show = false;
}}
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 20 20"
fill="currentColor"
class="w-5 h-5"
>
<path
d="M6.28 5.22a.75.75 0 00-1.06 1.06L8.94 10l-3.72 3.72a.75.75 0 101.06 1.06L10 11.06l3.72 3.72a.75.75 0 101.06-1.06L11.06 10l3.72-3.72a.75.75 0 00-1.06-1.06L10 8.94 6.28 5.22z"
/>
</svg>
</button>
</div>
<div class="flex flex-col md:flex-row w-full px-6 pb-5 md:space-x-4">
<div
class="flex flex-col w-full dark:text-gray-200 overflow-y-scroll max-h-[22rem] scrollbar-none"
>
{#each mergedDocuments as document, documentIdx}
<div class="flex flex-col w-full">
<div class="text-sm font-medium dark:text-gray-300">
{$i18n.t('Source')}
</div>
<div class="text-sm dark:text-gray-400">
{document.source?.name ?? $i18n.t('No source available')}
</div>
</div>
<div class="flex flex-col w-full">
<div class=" text-sm font-medium dark:text-gray-300">
{$i18n.t('Content')}
</div>
<pre class="text-sm dark:text-gray-400 whitespace-pre-line">
{document.document}
</pre>
</div>
{#if documentIdx !== mergedDocuments.length - 1}
<hr class=" dark:border-gray-850 my-3" />
{/if}
{/each}
</div>
</div>
</div>
</Modal>
src/lib/components/chat/ModelSelector.svelte
View file @ 635951b5
......@@ -82,7 +82,7 @@
</div>
{:else}
<div class=" self-center disabled:text-gray-600 disabled:hover:text-gray-600 mr-2">
<Tooltip content="Remove Model">
<Tooltip content={$i18n.t('Remove Model')}>
<button
{disabled}
on:click={() => {
......
src/lib/components/chat/ModelSelector/Selector.svelte
View file @ 635951b5
......@@ -305,7 +305,7 @@
{:else}
<div>
<div class="block px-3 py-2 text-sm text-gray-700 dark:text-gray-100">
No results found
{$i18n.t('No results found')}
</div>
</div>
{/each}
......@@ -317,7 +317,7 @@
pullModelHandler();
}}
>
Pull "{searchValue}" from Ollama.com
{$i18n.t(`Pull "{{searchValue}}" from Ollama.com`, { searchValue: searchValue })}
</button>
{/if}
......
src/lib/components/chat/Settings/Account.svelte
View file @ 635951b5
......@@ -447,7 +447,7 @@
{/if}
</button>
<Tooltip content="Create new key">
<Tooltip content={$i18n.t('Create new key')}>
<button
class=" px-1.5 py-1 dark:hover:bg-gray-850transition rounded-lg"
on:click={() => {
......@@ -479,7 +479,7 @@
>
<Plus strokeWidth="2" className=" size-3.5" />
Create new secret key</button
{$i18n.t('Create new secret key')}</button
>
{/if}
</div>
......
src/lib/components/chat/Settings/Connections.svelte
View file @ 635951b5
......@@ -164,7 +164,7 @@
<div class="flex gap-1.5">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter URL (e.g. http://localhost:11434)"
placeholder={$i18n.t('Enter URL (e.g. http://localhost:11434)')}
bind:value={url}
/>
......
src/lib/components/chat/ShareChatModal.svelte
View file @ 635951b5
......@@ -97,9 +97,10 @@
<div class=" text-sm dark:text-gray-300 mb-1">
{#if chat.share_id}
<a href="/s/{chat.share_id}" target="_blank"
>You have shared this chat <span class=" underline">before</span>.</a
>{$i18n.t('You have shared this chat')}
<span class=" underline">{$i18n.t('before')}</span>.</a
>
Click here to
{$i18n.t('Click here to')}
<button
class="underline"
on:click={async () => {
......@@ -108,11 +109,14 @@
if (res) {
chat = await getChatById(localStorage.token, chatId);
}
}}>delete this link</button
> and create a new shared link.
}}
>{$i18n.t('delete this link')}
</button>
{$i18n.t('and create a new shared link.')}
{:else}
Messages you send after creating your link won't be shared. Users with the URL will be
able to view the shared chat.
{$i18n.t(
"Messages you send after creating your link won't be shared. Users with the URL will beable to view the shared chat."
)}
{/if}
</div>
......
src/lib/components/common/ImagePreview.svelte
View file @ 635951b5
......@@ -51,7 +51,7 @@
<button
class=" p-5"
on:click={() => {
downloadImage(src, 'Image.png');
downloadImage(src, src.substring(src.lastIndexOf('/') + 1));
}}
>
<svg
......
src/lib/components/documents/Settings/ChunkParams.svelte 0 → 100644
View file @ 635951b5
<script lang="ts">
import { getDocs } from '$lib/apis/documents';
import {
getRAGConfig,
updateRAGConfig,
getQuerySettings,
scanDocs,
updateQuerySettings,
resetVectorDB,
getEmbeddingConfig,
updateEmbeddingConfig,
getRerankingConfig,
updateRerankingConfig
} from '$lib/apis/rag';
import { documents, models } from '$lib/stores';
import { onMount, getContext } from 'svelte';
import { toast } from 'svelte-sonner';
import Tooltip from '$lib/components/common/Tooltip.svelte';
const i18n = getContext('i18n');
export let saveHandler: Function;
let scanDirLoading = false;
let updateEmbeddingModelLoading = false;
let updateRerankingModelLoading = false;
let showResetConfirm = false;
let chunkSize = 0;
let chunkOverlap = 0;
let pdfExtractImages = true;
const submitHandler = async () => {
const res = await updateRAGConfig(localStorage.token, {
pdf_extract_images: pdfExtractImages,
chunk: {
chunk_overlap: chunkOverlap,
chunk_size: chunkSize
}
});
};
onMount(async () => {
const res = await getRAGConfig(localStorage.token);
if (res) {
pdfExtractImages = res.pdf_extract_images;
chunkSize = res.chunk.chunk_size;
chunkOverlap = res.chunk.chunk_overlap;
}
});
</script>
<form
class="flex flex-col h-full justify-between space-y-3 text-sm"
on:submit|preventDefault={() => {
submitHandler();
saveHandler();
}}
>
<div class=" space-y-3 pr-1.5 overflow-y-scroll h-full max-h-[22rem]">
<div class=" ">
<div class=" text-sm font-medium">{$i18n.t('Chunk Params')}</div>
<div class=" flex">
<div class=" flex w-full justify-between">
<div class="self-center text-xs font-medium min-w-fit">{$i18n.t('Chunk Size')}</div>
<div class="self-center p-3">
<input
class=" w-full rounded-lg py-1.5 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
type="number"
placeholder={$i18n.t('Enter Chunk Size')}
bind:value={chunkSize}
autocomplete="off"
min="0"
/>
</div>
</div>
<div class="flex w-full">
<div class=" self-center text-xs font-medium min-w-fit">
{$i18n.t('Chunk Overlap')}
</div>
<div class="self-center p-3">
<input
class="w-full rounded-lg py-1.5 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
type="number"
placeholder={$i18n.t('Enter Chunk Overlap')}
bind:value={chunkOverlap}
autocomplete="off"
min="0"
/>
</div>
</div>
</div>
<div class="pr-2">
<div class="flex justify-between items-center text-xs">
<div class=" text-xs font-medium">{$i18n.t('PDF Extract Images (OCR)')}</div>
<button
class=" text-xs font-medium text-gray-500"
type="button"
on:click={() => {
pdfExtractImages = !pdfExtractImages;
}}>{pdfExtractImages ? $i18n.t('On') : $i18n.t('Off')}</button
>
</div>
</div>
</div>
</div>
<div class="flex justify-end pt-3 text-sm font-medium">
<button
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
type="submit"
>
{$i18n.t('Save')}
</button>
</div>
</form>
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