forked from open-webui/open-webui
Merge branch 'dev' into feat/add-i18n
This commit is contained in:
commit
b8902072fd
27 changed files with 802 additions and 493 deletions
|
@ -250,7 +250,7 @@ class GenerateImageForm(BaseModel):
|
||||||
model: Optional[str] = None
|
model: Optional[str] = None
|
||||||
prompt: str
|
prompt: str
|
||||||
n: int = 1
|
n: int = 1
|
||||||
size: str = "512x512"
|
size: Optional[str] = None
|
||||||
negative_prompt: Optional[str] = None
|
negative_prompt: Optional[str] = None
|
||||||
|
|
||||||
|
|
||||||
|
@ -278,8 +278,7 @@ def generate_image(
|
||||||
user=Depends(get_current_user),
|
user=Depends(get_current_user),
|
||||||
):
|
):
|
||||||
|
|
||||||
print(form_data)
|
r = None
|
||||||
|
|
||||||
try:
|
try:
|
||||||
if app.state.ENGINE == "openai":
|
if app.state.ENGINE == "openai":
|
||||||
|
|
||||||
|
@ -291,10 +290,9 @@ def generate_image(
|
||||||
"model": app.state.MODEL if app.state.MODEL != "" else "dall-e-2",
|
"model": app.state.MODEL if app.state.MODEL != "" else "dall-e-2",
|
||||||
"prompt": form_data.prompt,
|
"prompt": form_data.prompt,
|
||||||
"n": form_data.n,
|
"n": form_data.n,
|
||||||
"size": form_data.size,
|
"size": form_data.size if form_data.size else app.state.IMAGE_SIZE,
|
||||||
"response_format": "b64_json",
|
"response_format": "b64_json",
|
||||||
}
|
}
|
||||||
|
|
||||||
r = requests.post(
|
r = requests.post(
|
||||||
url=f"https://api.openai.com/v1/images/generations",
|
url=f"https://api.openai.com/v1/images/generations",
|
||||||
json=data,
|
json=data,
|
||||||
|
@ -359,4 +357,6 @@ def generate_image(
|
||||||
|
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
print(e)
|
print(e)
|
||||||
|
if r:
|
||||||
|
print(r.json())
|
||||||
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
|
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))
|
||||||
|
|
|
@ -15,7 +15,7 @@ import asyncio
|
||||||
from apps.web.models.users import Users
|
from apps.web.models.users import Users
|
||||||
from constants import ERROR_MESSAGES
|
from constants import ERROR_MESSAGES
|
||||||
from utils.utils import decode_token, get_current_user, get_admin_user
|
from utils.utils import decode_token, get_current_user, get_admin_user
|
||||||
from config import OLLAMA_BASE_URLS
|
from config import OLLAMA_BASE_URLS, MODEL_FILTER_ENABLED, MODEL_FILTER_LIST
|
||||||
|
|
||||||
from typing import Optional, List, Union
|
from typing import Optional, List, Union
|
||||||
|
|
||||||
|
@ -29,6 +29,10 @@ app.add_middleware(
|
||||||
allow_headers=["*"],
|
allow_headers=["*"],
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
|
app.state.MODEL_FILTER_ENABLED = MODEL_FILTER_ENABLED
|
||||||
|
app.state.MODEL_FILTER_LIST = MODEL_FILTER_LIST
|
||||||
|
|
||||||
app.state.OLLAMA_BASE_URLS = OLLAMA_BASE_URLS
|
app.state.OLLAMA_BASE_URLS = OLLAMA_BASE_URLS
|
||||||
app.state.MODELS = {}
|
app.state.MODELS = {}
|
||||||
|
|
||||||
|
@ -129,9 +133,19 @@ async def get_all_models():
|
||||||
async def get_ollama_tags(
|
async def get_ollama_tags(
|
||||||
url_idx: Optional[int] = None, user=Depends(get_current_user)
|
url_idx: Optional[int] = None, user=Depends(get_current_user)
|
||||||
):
|
):
|
||||||
|
|
||||||
if url_idx == None:
|
if url_idx == None:
|
||||||
return await get_all_models()
|
models = await get_all_models()
|
||||||
|
|
||||||
|
if app.state.MODEL_FILTER_ENABLED:
|
||||||
|
if user.role == "user":
|
||||||
|
models["models"] = list(
|
||||||
|
filter(
|
||||||
|
lambda model: model["name"] in app.state.MODEL_FILTER_LIST,
|
||||||
|
models["models"],
|
||||||
|
)
|
||||||
|
)
|
||||||
|
return models
|
||||||
|
return models
|
||||||
else:
|
else:
|
||||||
url = app.state.OLLAMA_BASE_URLS[url_idx]
|
url = app.state.OLLAMA_BASE_URLS[url_idx]
|
||||||
try:
|
try:
|
||||||
|
|
|
@ -18,7 +18,13 @@ from utils.utils import (
|
||||||
get_verified_user,
|
get_verified_user,
|
||||||
get_admin_user,
|
get_admin_user,
|
||||||
)
|
)
|
||||||
from config import OPENAI_API_BASE_URLS, OPENAI_API_KEYS, CACHE_DIR
|
from config import (
|
||||||
|
OPENAI_API_BASE_URLS,
|
||||||
|
OPENAI_API_KEYS,
|
||||||
|
CACHE_DIR,
|
||||||
|
MODEL_FILTER_ENABLED,
|
||||||
|
MODEL_FILTER_LIST,
|
||||||
|
)
|
||||||
from typing import List, Optional
|
from typing import List, Optional
|
||||||
|
|
||||||
|
|
||||||
|
@ -34,6 +40,9 @@ app.add_middleware(
|
||||||
allow_headers=["*"],
|
allow_headers=["*"],
|
||||||
)
|
)
|
||||||
|
|
||||||
|
app.state.MODEL_FILTER_ENABLED = MODEL_FILTER_ENABLED
|
||||||
|
app.state.MODEL_FILTER_LIST = MODEL_FILTER_LIST
|
||||||
|
|
||||||
app.state.OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS
|
app.state.OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS
|
||||||
app.state.OPENAI_API_KEYS = OPENAI_API_KEYS
|
app.state.OPENAI_API_KEYS = OPENAI_API_KEYS
|
||||||
|
|
||||||
|
@ -186,12 +195,21 @@ async def get_all_models():
|
||||||
return models
|
return models
|
||||||
|
|
||||||
|
|
||||||
# , user=Depends(get_current_user)
|
|
||||||
@app.get("/models")
|
@app.get("/models")
|
||||||
@app.get("/models/{url_idx}")
|
@app.get("/models/{url_idx}")
|
||||||
async def get_models(url_idx: Optional[int] = None):
|
async def get_models(url_idx: Optional[int] = None, user=Depends(get_current_user)):
|
||||||
if url_idx == None:
|
if url_idx == None:
|
||||||
return await get_all_models()
|
models = await get_all_models()
|
||||||
|
if app.state.MODEL_FILTER_ENABLED:
|
||||||
|
if user.role == "user":
|
||||||
|
models["data"] = list(
|
||||||
|
filter(
|
||||||
|
lambda model: model["id"] in app.state.MODEL_FILTER_LIST,
|
||||||
|
models["data"],
|
||||||
|
)
|
||||||
|
)
|
||||||
|
return models
|
||||||
|
return models
|
||||||
else:
|
else:
|
||||||
url = app.state.OPENAI_API_BASE_URLS[url_idx]
|
url = app.state.OPENAI_API_BASE_URLS[url_idx]
|
||||||
try:
|
try:
|
||||||
|
|
|
@ -44,6 +44,8 @@ from apps.web.models.documents import (
|
||||||
DocumentResponse,
|
DocumentResponse,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
from apps.rag.utils import query_doc, query_collection
|
||||||
|
|
||||||
from utils.misc import (
|
from utils.misc import (
|
||||||
calculate_sha256,
|
calculate_sha256,
|
||||||
calculate_sha256_string,
|
calculate_sha256_string,
|
||||||
|
@ -248,21 +250,18 @@ class QueryDocForm(BaseModel):
|
||||||
|
|
||||||
|
|
||||||
@app.post("/query/doc")
|
@app.post("/query/doc")
|
||||||
def query_doc(
|
def query_doc_handler(
|
||||||
form_data: QueryDocForm,
|
form_data: QueryDocForm,
|
||||||
user=Depends(get_current_user),
|
user=Depends(get_current_user),
|
||||||
):
|
):
|
||||||
|
|
||||||
try:
|
try:
|
||||||
# if you use docker use the model from the environment variable
|
return query_doc(
|
||||||
collection = CHROMA_CLIENT.get_collection(
|
collection_name=form_data.collection_name,
|
||||||
name=form_data.collection_name,
|
query=form_data.query,
|
||||||
|
k=form_data.k if form_data.k else app.state.TOP_K,
|
||||||
embedding_function=app.state.sentence_transformer_ef,
|
embedding_function=app.state.sentence_transformer_ef,
|
||||||
)
|
)
|
||||||
result = collection.query(
|
|
||||||
query_texts=[form_data.query],
|
|
||||||
n_results=form_data.k if form_data.k else app.state.TOP_K,
|
|
||||||
)
|
|
||||||
return result
|
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
print(e)
|
print(e)
|
||||||
raise HTTPException(
|
raise HTTPException(
|
||||||
|
@ -277,78 +276,18 @@ class QueryCollectionsForm(BaseModel):
|
||||||
k: Optional[int] = None
|
k: Optional[int] = None
|
||||||
|
|
||||||
|
|
||||||
def merge_and_sort_query_results(query_results, k):
|
|
||||||
# Initialize lists to store combined data
|
|
||||||
combined_ids = []
|
|
||||||
combined_distances = []
|
|
||||||
combined_metadatas = []
|
|
||||||
combined_documents = []
|
|
||||||
|
|
||||||
# Combine data from each dictionary
|
|
||||||
for data in query_results:
|
|
||||||
combined_ids.extend(data["ids"][0])
|
|
||||||
combined_distances.extend(data["distances"][0])
|
|
||||||
combined_metadatas.extend(data["metadatas"][0])
|
|
||||||
combined_documents.extend(data["documents"][0])
|
|
||||||
|
|
||||||
# Create a list of tuples (distance, id, metadata, document)
|
|
||||||
combined = list(
|
|
||||||
zip(combined_distances, combined_ids, combined_metadatas, combined_documents)
|
|
||||||
)
|
|
||||||
|
|
||||||
# Sort the list based on distances
|
|
||||||
combined.sort(key=lambda x: x[0])
|
|
||||||
|
|
||||||
# Unzip the sorted list
|
|
||||||
sorted_distances, sorted_ids, sorted_metadatas, sorted_documents = zip(*combined)
|
|
||||||
|
|
||||||
# Slicing the lists to include only k elements
|
|
||||||
sorted_distances = list(sorted_distances)[:k]
|
|
||||||
sorted_ids = list(sorted_ids)[:k]
|
|
||||||
sorted_metadatas = list(sorted_metadatas)[:k]
|
|
||||||
sorted_documents = list(sorted_documents)[:k]
|
|
||||||
|
|
||||||
# Create the output dictionary
|
|
||||||
merged_query_results = {
|
|
||||||
"ids": [sorted_ids],
|
|
||||||
"distances": [sorted_distances],
|
|
||||||
"metadatas": [sorted_metadatas],
|
|
||||||
"documents": [sorted_documents],
|
|
||||||
"embeddings": None,
|
|
||||||
"uris": None,
|
|
||||||
"data": None,
|
|
||||||
}
|
|
||||||
|
|
||||||
return merged_query_results
|
|
||||||
|
|
||||||
|
|
||||||
@app.post("/query/collection")
|
@app.post("/query/collection")
|
||||||
def query_collection(
|
def query_collection_handler(
|
||||||
form_data: QueryCollectionsForm,
|
form_data: QueryCollectionsForm,
|
||||||
user=Depends(get_current_user),
|
user=Depends(get_current_user),
|
||||||
):
|
):
|
||||||
results = []
|
return query_collection(
|
||||||
|
collection_names=form_data.collection_names,
|
||||||
for collection_name in form_data.collection_names:
|
query=form_data.query,
|
||||||
try:
|
k=form_data.k if form_data.k else app.state.TOP_K,
|
||||||
# if you use docker use the model from the environment variable
|
|
||||||
collection = CHROMA_CLIENT.get_collection(
|
|
||||||
name=collection_name,
|
|
||||||
embedding_function=app.state.sentence_transformer_ef,
|
embedding_function=app.state.sentence_transformer_ef,
|
||||||
)
|
)
|
||||||
|
|
||||||
result = collection.query(
|
|
||||||
query_texts=[form_data.query],
|
|
||||||
n_results=form_data.k if form_data.k else app.state.TOP_K,
|
|
||||||
)
|
|
||||||
results.append(result)
|
|
||||||
except:
|
|
||||||
pass
|
|
||||||
|
|
||||||
return merge_and_sort_query_results(
|
|
||||||
results, form_data.k if form_data.k else app.state.TOP_K
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
@app.post("/web")
|
@app.post("/web")
|
||||||
def store_web(form_data: StoreWebForm, user=Depends(get_current_user)):
|
def store_web(form_data: StoreWebForm, user=Depends(get_current_user)):
|
||||||
|
|
97
backend/apps/rag/utils.py
Normal file
97
backend/apps/rag/utils.py
Normal file
|
@ -0,0 +1,97 @@
|
||||||
|
import re
|
||||||
|
from typing import List
|
||||||
|
|
||||||
|
from config import CHROMA_CLIENT
|
||||||
|
|
||||||
|
|
||||||
|
def query_doc(collection_name: str, query: str, k: int, embedding_function):
|
||||||
|
try:
|
||||||
|
# if you use docker use the model from the environment variable
|
||||||
|
collection = CHROMA_CLIENT.get_collection(
|
||||||
|
name=collection_name,
|
||||||
|
embedding_function=embedding_function,
|
||||||
|
)
|
||||||
|
result = collection.query(
|
||||||
|
query_texts=[query],
|
||||||
|
n_results=k,
|
||||||
|
)
|
||||||
|
return result
|
||||||
|
except Exception as e:
|
||||||
|
raise e
|
||||||
|
|
||||||
|
|
||||||
|
def merge_and_sort_query_results(query_results, k):
|
||||||
|
# Initialize lists to store combined data
|
||||||
|
combined_ids = []
|
||||||
|
combined_distances = []
|
||||||
|
combined_metadatas = []
|
||||||
|
combined_documents = []
|
||||||
|
|
||||||
|
# Combine data from each dictionary
|
||||||
|
for data in query_results:
|
||||||
|
combined_ids.extend(data["ids"][0])
|
||||||
|
combined_distances.extend(data["distances"][0])
|
||||||
|
combined_metadatas.extend(data["metadatas"][0])
|
||||||
|
combined_documents.extend(data["documents"][0])
|
||||||
|
|
||||||
|
# Create a list of tuples (distance, id, metadata, document)
|
||||||
|
combined = list(
|
||||||
|
zip(combined_distances, combined_ids, combined_metadatas, combined_documents)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Sort the list based on distances
|
||||||
|
combined.sort(key=lambda x: x[0])
|
||||||
|
|
||||||
|
# Unzip the sorted list
|
||||||
|
sorted_distances, sorted_ids, sorted_metadatas, sorted_documents = zip(*combined)
|
||||||
|
|
||||||
|
# Slicing the lists to include only k elements
|
||||||
|
sorted_distances = list(sorted_distances)[:k]
|
||||||
|
sorted_ids = list(sorted_ids)[:k]
|
||||||
|
sorted_metadatas = list(sorted_metadatas)[:k]
|
||||||
|
sorted_documents = list(sorted_documents)[:k]
|
||||||
|
|
||||||
|
# Create the output dictionary
|
||||||
|
merged_query_results = {
|
||||||
|
"ids": [sorted_ids],
|
||||||
|
"distances": [sorted_distances],
|
||||||
|
"metadatas": [sorted_metadatas],
|
||||||
|
"documents": [sorted_documents],
|
||||||
|
"embeddings": None,
|
||||||
|
"uris": None,
|
||||||
|
"data": None,
|
||||||
|
}
|
||||||
|
|
||||||
|
return merged_query_results
|
||||||
|
|
||||||
|
|
||||||
|
def query_collection(
|
||||||
|
collection_names: List[str], query: str, k: int, embedding_function
|
||||||
|
):
|
||||||
|
|
||||||
|
results = []
|
||||||
|
|
||||||
|
for collection_name in collection_names:
|
||||||
|
try:
|
||||||
|
# if you use docker use the model from the environment variable
|
||||||
|
collection = CHROMA_CLIENT.get_collection(
|
||||||
|
name=collection_name,
|
||||||
|
embedding_function=embedding_function,
|
||||||
|
)
|
||||||
|
|
||||||
|
result = collection.query(
|
||||||
|
query_texts=[query],
|
||||||
|
n_results=k,
|
||||||
|
)
|
||||||
|
results.append(result)
|
||||||
|
except:
|
||||||
|
pass
|
||||||
|
|
||||||
|
return merge_and_sort_query_results(results, k)
|
||||||
|
|
||||||
|
|
||||||
|
def rag_template(template: str, context: str, query: str):
|
||||||
|
template = re.sub(r"\[context\]", context, template)
|
||||||
|
template = re.sub(r"\[query\]", query, template)
|
||||||
|
|
||||||
|
return template
|
|
@ -251,7 +251,7 @@ OPENAI_API_BASE_URLS = (
|
||||||
OPENAI_API_BASE_URLS if OPENAI_API_BASE_URLS != "" else OPENAI_API_BASE_URL
|
OPENAI_API_BASE_URLS if OPENAI_API_BASE_URLS != "" else OPENAI_API_BASE_URL
|
||||||
)
|
)
|
||||||
|
|
||||||
OPENAI_API_BASE_URLS = [url.strip() for url in OPENAI_API_BASE_URL.split(";")]
|
OPENAI_API_BASE_URLS = [url.strip() for url in OPENAI_API_BASE_URLS.split(";")]
|
||||||
|
|
||||||
|
|
||||||
####################################
|
####################################
|
||||||
|
@ -292,6 +292,11 @@ DEFAULT_USER_ROLE = os.getenv("DEFAULT_USER_ROLE", "pending")
|
||||||
USER_PERMISSIONS = {"chat": {"deletion": True}}
|
USER_PERMISSIONS = {"chat": {"deletion": True}}
|
||||||
|
|
||||||
|
|
||||||
|
MODEL_FILTER_ENABLED = os.environ.get("MODEL_FILTER_ENABLED", False)
|
||||||
|
MODEL_FILTER_LIST = os.environ.get("MODEL_FILTER_LIST", "")
|
||||||
|
MODEL_FILTER_LIST = [model.strip() for model in MODEL_FILTER_LIST.split(";")]
|
||||||
|
|
||||||
|
|
||||||
####################################
|
####################################
|
||||||
# WEBUI_VERSION
|
# WEBUI_VERSION
|
||||||
####################################
|
####################################
|
||||||
|
|
173
backend/main.py
173
backend/main.py
|
@ -12,6 +12,7 @@ from fastapi import HTTPException
|
||||||
from fastapi.middleware.wsgi import WSGIMiddleware
|
from fastapi.middleware.wsgi import WSGIMiddleware
|
||||||
from fastapi.middleware.cors import CORSMiddleware
|
from fastapi.middleware.cors import CORSMiddleware
|
||||||
from starlette.exceptions import HTTPException as StarletteHTTPException
|
from starlette.exceptions import HTTPException as StarletteHTTPException
|
||||||
|
from starlette.middleware.base import BaseHTTPMiddleware
|
||||||
|
|
||||||
|
|
||||||
from apps.ollama.main import app as ollama_app
|
from apps.ollama.main import app as ollama_app
|
||||||
|
@ -22,8 +23,22 @@ from apps.images.main import app as images_app
|
||||||
from apps.rag.main import app as rag_app
|
from apps.rag.main import app as rag_app
|
||||||
from apps.web.main import app as webui_app
|
from apps.web.main import app as webui_app
|
||||||
|
|
||||||
|
from pydantic import BaseModel
|
||||||
|
from typing import List
|
||||||
|
|
||||||
from config import WEBUI_NAME, ENV, VERSION, CHANGELOG, FRONTEND_BUILD_DIR
|
|
||||||
|
from utils.utils import get_admin_user
|
||||||
|
from apps.rag.utils import query_doc, query_collection, rag_template
|
||||||
|
|
||||||
|
from config import (
|
||||||
|
WEBUI_NAME,
|
||||||
|
ENV,
|
||||||
|
VERSION,
|
||||||
|
CHANGELOG,
|
||||||
|
FRONTEND_BUILD_DIR,
|
||||||
|
MODEL_FILTER_ENABLED,
|
||||||
|
MODEL_FILTER_LIST,
|
||||||
|
)
|
||||||
from constants import ERROR_MESSAGES
|
from constants import ERROR_MESSAGES
|
||||||
|
|
||||||
|
|
||||||
|
@ -40,6 +55,9 @@ class SPAStaticFiles(StaticFiles):
|
||||||
|
|
||||||
app = FastAPI(docs_url="/docs" if ENV == "dev" else None, redoc_url=None)
|
app = FastAPI(docs_url="/docs" if ENV == "dev" else None, redoc_url=None)
|
||||||
|
|
||||||
|
app.state.MODEL_FILTER_ENABLED = MODEL_FILTER_ENABLED
|
||||||
|
app.state.MODEL_FILTER_LIST = MODEL_FILTER_LIST
|
||||||
|
|
||||||
origins = ["*"]
|
origins = ["*"]
|
||||||
|
|
||||||
app.add_middleware(
|
app.add_middleware(
|
||||||
|
@ -56,6 +74,126 @@ async def on_startup():
|
||||||
await litellm_app_startup()
|
await litellm_app_startup()
|
||||||
|
|
||||||
|
|
||||||
|
class RAGMiddleware(BaseHTTPMiddleware):
|
||||||
|
async def dispatch(self, request: Request, call_next):
|
||||||
|
if request.method == "POST" and (
|
||||||
|
"/api/chat" in request.url.path or "/chat/completions" in request.url.path
|
||||||
|
):
|
||||||
|
print(request.url.path)
|
||||||
|
|
||||||
|
# Read the original request body
|
||||||
|
body = await request.body()
|
||||||
|
# Decode body to string
|
||||||
|
body_str = body.decode("utf-8")
|
||||||
|
# Parse string to JSON
|
||||||
|
data = json.loads(body_str) if body_str else {}
|
||||||
|
|
||||||
|
# Example: Add a new key-value pair or modify existing ones
|
||||||
|
# data["modified"] = True # Example modification
|
||||||
|
if "docs" in data:
|
||||||
|
docs = data["docs"]
|
||||||
|
print(docs)
|
||||||
|
|
||||||
|
last_user_message_idx = None
|
||||||
|
for i in range(len(data["messages"]) - 1, -1, -1):
|
||||||
|
if data["messages"][i]["role"] == "user":
|
||||||
|
last_user_message_idx = i
|
||||||
|
break
|
||||||
|
|
||||||
|
user_message = data["messages"][last_user_message_idx]
|
||||||
|
|
||||||
|
if isinstance(user_message["content"], list):
|
||||||
|
# Handle list content input
|
||||||
|
content_type = "list"
|
||||||
|
query = ""
|
||||||
|
for content_item in user_message["content"]:
|
||||||
|
if content_item["type"] == "text":
|
||||||
|
query = content_item["text"]
|
||||||
|
break
|
||||||
|
elif isinstance(user_message["content"], str):
|
||||||
|
# Handle text content input
|
||||||
|
content_type = "text"
|
||||||
|
query = user_message["content"]
|
||||||
|
else:
|
||||||
|
# Fallback in case the input does not match expected types
|
||||||
|
content_type = None
|
||||||
|
query = ""
|
||||||
|
|
||||||
|
relevant_contexts = []
|
||||||
|
|
||||||
|
for doc in docs:
|
||||||
|
context = None
|
||||||
|
|
||||||
|
try:
|
||||||
|
if doc["type"] == "collection":
|
||||||
|
context = query_collection(
|
||||||
|
collection_names=doc["collection_names"],
|
||||||
|
query=query,
|
||||||
|
k=rag_app.state.TOP_K,
|
||||||
|
embedding_function=rag_app.state.sentence_transformer_ef,
|
||||||
|
)
|
||||||
|
else:
|
||||||
|
context = query_doc(
|
||||||
|
collection_name=doc["collection_name"],
|
||||||
|
query=query,
|
||||||
|
k=rag_app.state.TOP_K,
|
||||||
|
embedding_function=rag_app.state.sentence_transformer_ef,
|
||||||
|
)
|
||||||
|
except Exception as e:
|
||||||
|
print(e)
|
||||||
|
context = None
|
||||||
|
|
||||||
|
relevant_contexts.append(context)
|
||||||
|
|
||||||
|
context_string = ""
|
||||||
|
for context in relevant_contexts:
|
||||||
|
if context:
|
||||||
|
context_string += " ".join(context["documents"][0]) + "\n"
|
||||||
|
|
||||||
|
ra_content = rag_template(
|
||||||
|
template=rag_app.state.RAG_TEMPLATE,
|
||||||
|
context=context_string,
|
||||||
|
query=query,
|
||||||
|
)
|
||||||
|
|
||||||
|
if content_type == "list":
|
||||||
|
new_content = []
|
||||||
|
for content_item in user_message["content"]:
|
||||||
|
if content_item["type"] == "text":
|
||||||
|
# Update the text item's content with ra_content
|
||||||
|
new_content.append({"type": "text", "text": ra_content})
|
||||||
|
else:
|
||||||
|
# Keep other types of content as they are
|
||||||
|
new_content.append(content_item)
|
||||||
|
new_user_message = {**user_message, "content": new_content}
|
||||||
|
else:
|
||||||
|
new_user_message = {
|
||||||
|
**user_message,
|
||||||
|
"content": ra_content,
|
||||||
|
}
|
||||||
|
|
||||||
|
data["messages"][last_user_message_idx] = new_user_message
|
||||||
|
del data["docs"]
|
||||||
|
|
||||||
|
print(data["messages"])
|
||||||
|
|
||||||
|
modified_body_bytes = json.dumps(data).encode("utf-8")
|
||||||
|
|
||||||
|
# Create a new request with the modified body
|
||||||
|
scope = request.scope
|
||||||
|
scope["body"] = modified_body_bytes
|
||||||
|
request = Request(scope, receive=lambda: self._receive(modified_body_bytes))
|
||||||
|
|
||||||
|
response = await call_next(request)
|
||||||
|
return response
|
||||||
|
|
||||||
|
async def _receive(self, body: bytes):
|
||||||
|
return {"type": "http.request", "body": body, "more_body": False}
|
||||||
|
|
||||||
|
|
||||||
|
app.add_middleware(RAGMiddleware)
|
||||||
|
|
||||||
|
|
||||||
@app.middleware("http")
|
@app.middleware("http")
|
||||||
async def check_url(request: Request, call_next):
|
async def check_url(request: Request, call_next):
|
||||||
start_time = int(time.time())
|
start_time = int(time.time())
|
||||||
|
@ -90,6 +228,39 @@ async def get_app_config():
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
|
@app.get("/api/config/model/filter")
|
||||||
|
async def get_model_filter_config(user=Depends(get_admin_user)):
|
||||||
|
return {
|
||||||
|
"enabled": app.state.MODEL_FILTER_ENABLED,
|
||||||
|
"models": app.state.MODEL_FILTER_LIST,
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
class ModelFilterConfigForm(BaseModel):
|
||||||
|
enabled: bool
|
||||||
|
models: List[str]
|
||||||
|
|
||||||
|
|
||||||
|
@app.post("/api/config/model/filter")
|
||||||
|
async def get_model_filter_config(
|
||||||
|
form_data: ModelFilterConfigForm, user=Depends(get_admin_user)
|
||||||
|
):
|
||||||
|
|
||||||
|
app.state.MODEL_FILTER_ENABLED = form_data.enabled
|
||||||
|
app.state.MODEL_FILTER_LIST = form_data.models
|
||||||
|
|
||||||
|
ollama_app.state.MODEL_FILTER_ENABLED = app.state.MODEL_FILTER_ENABLED
|
||||||
|
ollama_app.state.MODEL_FILTER_LIST = app.state.MODEL_FILTER_LIST
|
||||||
|
|
||||||
|
openai_app.state.MODEL_FILTER_ENABLED = app.state.MODEL_FILTER_ENABLED
|
||||||
|
openai_app.state.MODEL_FILTER_LIST = app.state.MODEL_FILTER_LIST
|
||||||
|
|
||||||
|
return {
|
||||||
|
"enabled": app.state.MODEL_FILTER_ENABLED,
|
||||||
|
"models": app.state.MODEL_FILTER_LIST,
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
@app.get("/api/version")
|
@app.get("/api/version")
|
||||||
async def get_app_config():
|
async def get_app_config():
|
||||||
|
|
||||||
|
|
|
@ -16,7 +16,8 @@ aiohttp
|
||||||
peewee
|
peewee
|
||||||
bcrypt
|
bcrypt
|
||||||
|
|
||||||
litellm
|
litellm==1.30.7
|
||||||
|
argon2-cffi
|
||||||
apscheduler
|
apscheduler
|
||||||
google-generativeai
|
google-generativeai
|
||||||
|
|
||||||
|
|
|
@ -77,3 +77,65 @@ export const getVersionUpdates = async () => {
|
||||||
|
|
||||||
return res;
|
return res;
|
||||||
};
|
};
|
||||||
|
|
||||||
|
export const getModelFilterConfig = async (token: string) => {
|
||||||
|
let error = null;
|
||||||
|
|
||||||
|
const res = await fetch(`${WEBUI_BASE_URL}/api/config/model/filter`, {
|
||||||
|
method: 'GET',
|
||||||
|
headers: {
|
||||||
|
'Content-Type': 'application/json',
|
||||||
|
Authorization: `Bearer ${token}`
|
||||||
|
}
|
||||||
|
})
|
||||||
|
.then(async (res) => {
|
||||||
|
if (!res.ok) throw await res.json();
|
||||||
|
return res.json();
|
||||||
|
})
|
||||||
|
.catch((err) => {
|
||||||
|
console.log(err);
|
||||||
|
error = err;
|
||||||
|
return null;
|
||||||
|
});
|
||||||
|
|
||||||
|
if (error) {
|
||||||
|
throw error;
|
||||||
|
}
|
||||||
|
|
||||||
|
return res;
|
||||||
|
};
|
||||||
|
|
||||||
|
export const updateModelFilterConfig = async (
|
||||||
|
token: string,
|
||||||
|
enabled: boolean,
|
||||||
|
models: string[]
|
||||||
|
) => {
|
||||||
|
let error = null;
|
||||||
|
|
||||||
|
const res = await fetch(`${WEBUI_BASE_URL}/api/config/model/filter`, {
|
||||||
|
method: 'POST',
|
||||||
|
headers: {
|
||||||
|
'Content-Type': 'application/json',
|
||||||
|
Authorization: `Bearer ${token}`
|
||||||
|
},
|
||||||
|
body: JSON.stringify({
|
||||||
|
enabled: enabled,
|
||||||
|
models: models
|
||||||
|
})
|
||||||
|
})
|
||||||
|
.then(async (res) => {
|
||||||
|
if (!res.ok) throw await res.json();
|
||||||
|
return res.json();
|
||||||
|
})
|
||||||
|
.catch((err) => {
|
||||||
|
console.log(err);
|
||||||
|
error = err;
|
||||||
|
return null;
|
||||||
|
});
|
||||||
|
|
||||||
|
if (error) {
|
||||||
|
throw error;
|
||||||
|
}
|
||||||
|
|
||||||
|
return res;
|
||||||
|
};
|
||||||
|
|
|
@ -252,7 +252,7 @@ export const queryCollection = async (
|
||||||
token: string,
|
token: string,
|
||||||
collection_names: string,
|
collection_names: string,
|
||||||
query: string,
|
query: string,
|
||||||
k: number
|
k: number | null = null
|
||||||
) => {
|
) => {
|
||||||
let error = null;
|
let error = null;
|
||||||
|
|
||||||
|
|
|
@ -1,12 +1,17 @@
|
||||||
<script lang="ts">
|
<script lang="ts">
|
||||||
|
import { getModelFilterConfig, updateModelFilterConfig } from '$lib/apis';
|
||||||
import { getSignUpEnabledStatus, toggleSignUpEnabledStatus } from '$lib/apis/auths';
|
import { getSignUpEnabledStatus, toggleSignUpEnabledStatus } from '$lib/apis/auths';
|
||||||
import { getUserPermissions, updateUserPermissions } from '$lib/apis/users';
|
import { getUserPermissions, updateUserPermissions } from '$lib/apis/users';
|
||||||
|
|
||||||
import { onMount, getContext } from 'svelte';
|
import { onMount, getContext } from 'svelte';
|
||||||
|
import { models } from '$lib/stores';
|
||||||
|
|
||||||
const i18n = getContext('i18n');
|
const i18n = getContext('i18n');
|
||||||
|
|
||||||
export let saveHandler: Function;
|
export let saveHandler: Function;
|
||||||
|
|
||||||
|
let whitelistEnabled = false;
|
||||||
|
let whitelistModels = [''];
|
||||||
let permissions = {
|
let permissions = {
|
||||||
chat: {
|
chat: {
|
||||||
deletion: true
|
deletion: true
|
||||||
|
@ -15,6 +20,13 @@
|
||||||
|
|
||||||
onMount(async () => {
|
onMount(async () => {
|
||||||
permissions = await getUserPermissions(localStorage.token);
|
permissions = await getUserPermissions(localStorage.token);
|
||||||
|
|
||||||
|
const res = await getModelFilterConfig(localStorage.token);
|
||||||
|
if (res) {
|
||||||
|
whitelistEnabled = res.enabled;
|
||||||
|
|
||||||
|
whitelistModels = res.models.length > 0 ? res.models : [''];
|
||||||
|
}
|
||||||
});
|
});
|
||||||
</script>
|
</script>
|
||||||
|
|
||||||
|
@ -23,6 +35,8 @@
|
||||||
on:submit|preventDefault={async () => {
|
on:submit|preventDefault={async () => {
|
||||||
// console.log('submit');
|
// console.log('submit');
|
||||||
await updateUserPermissions(localStorage.token, permissions);
|
await updateUserPermissions(localStorage.token, permissions);
|
||||||
|
|
||||||
|
await updateModelFilterConfig(localStorage.token, whitelistEnabled, whitelistModels);
|
||||||
saveHandler();
|
saveHandler();
|
||||||
}}
|
}}
|
||||||
>
|
>
|
||||||
|
@ -71,6 +85,106 @@
|
||||||
</button>
|
</button>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
|
<hr class=" dark:border-gray-700 my-2" />
|
||||||
|
|
||||||
|
<div class="mt-2 space-y-3 pr-1.5">
|
||||||
|
<div>
|
||||||
|
<div class="mb-2">
|
||||||
|
<div class="flex justify-between items-center text-xs">
|
||||||
|
<div class=" text-sm font-medium">Manage Models</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div class=" space-y-3">
|
||||||
|
<div>
|
||||||
|
<div class="flex justify-between items-center text-xs">
|
||||||
|
<div class=" text-xs font-medium">Model Whitelisting</div>
|
||||||
|
|
||||||
|
<button
|
||||||
|
class=" text-xs font-medium text-gray-500"
|
||||||
|
type="button"
|
||||||
|
on:click={() => {
|
||||||
|
whitelistEnabled = !whitelistEnabled;
|
||||||
|
}}>{whitelistEnabled ? 'On' : 'Off'}</button
|
||||||
|
>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
{#if whitelistEnabled}
|
||||||
|
<div>
|
||||||
|
<div class=" space-y-1.5">
|
||||||
|
{#each whitelistModels as modelId, modelIdx}
|
||||||
|
<div class="flex w-full">
|
||||||
|
<div class="flex-1 mr-2">
|
||||||
|
<select
|
||||||
|
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
|
||||||
|
bind:value={modelId}
|
||||||
|
placeholder="Select a model"
|
||||||
|
>
|
||||||
|
<option value="" disabled selected>Select a model</option>
|
||||||
|
{#each $models.filter((model) => model.id) as model}
|
||||||
|
<option value={model.id} class="bg-gray-100 dark:bg-gray-700"
|
||||||
|
>{model.name}</option
|
||||||
|
>
|
||||||
|
{/each}
|
||||||
|
</select>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
{#if modelIdx === 0}
|
||||||
|
<button
|
||||||
|
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-900 dark:text-white rounded-lg transition"
|
||||||
|
type="button"
|
||||||
|
on:click={() => {
|
||||||
|
if (whitelistModels.at(-1) !== '') {
|
||||||
|
whitelistModels = [...whitelistModels, ''];
|
||||||
|
}
|
||||||
|
}}
|
||||||
|
>
|
||||||
|
<svg
|
||||||
|
xmlns="http://www.w3.org/2000/svg"
|
||||||
|
viewBox="0 0 16 16"
|
||||||
|
fill="currentColor"
|
||||||
|
class="w-4 h-4"
|
||||||
|
>
|
||||||
|
<path
|
||||||
|
d="M8.75 3.75a.75.75 0 0 0-1.5 0v3.5h-3.5a.75.75 0 0 0 0 1.5h3.5v3.5a.75.75 0 0 0 1.5 0v-3.5h3.5a.75.75 0 0 0 0-1.5h-3.5v-3.5Z"
|
||||||
|
/>
|
||||||
|
</svg>
|
||||||
|
</button>
|
||||||
|
{:else}
|
||||||
|
<button
|
||||||
|
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-900 dark:text-white rounded-lg transition"
|
||||||
|
type="button"
|
||||||
|
on:click={() => {
|
||||||
|
whitelistModels.splice(modelIdx, 1);
|
||||||
|
whitelistModels = whitelistModels;
|
||||||
|
}}
|
||||||
|
>
|
||||||
|
<svg
|
||||||
|
xmlns="http://www.w3.org/2000/svg"
|
||||||
|
viewBox="0 0 16 16"
|
||||||
|
fill="currentColor"
|
||||||
|
class="w-4 h-4"
|
||||||
|
>
|
||||||
|
<path d="M3.75 7.25a.75.75 0 0 0 0 1.5h8.5a.75.75 0 0 0 0-1.5h-8.5Z" />
|
||||||
|
</svg>
|
||||||
|
</button>
|
||||||
|
{/if}
|
||||||
|
</div>
|
||||||
|
{/each}
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div class="flex justify-end items-center text-xs mt-1.5 text-right">
|
||||||
|
<div class=" text-xs font-medium">
|
||||||
|
{whitelistModels.length} Model(s) Whitelisted
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
{/if}
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
|
|
|
@ -364,12 +364,12 @@
|
||||||
|
|
||||||
{#if dragged}
|
{#if dragged}
|
||||||
<div
|
<div
|
||||||
class="fixed w-full h-full flex z-50 touch-none pointer-events-none"
|
class="fixed lg:w-[calc(100%-260px)] w-full h-full flex z-50 touch-none pointer-events-none"
|
||||||
id="dropzone"
|
id="dropzone"
|
||||||
role="region"
|
role="region"
|
||||||
aria-label="Drag and Drop Container"
|
aria-label="Drag and Drop Container"
|
||||||
>
|
>
|
||||||
<div class="absolute rounded-xl w-full h-full backdrop-blur bg-gray-800/40 flex justify-center">
|
<div class="absolute w-full h-full backdrop-blur bg-gray-800/40 flex justify-center">
|
||||||
<div class="m-auto pt-64 flex flex-col justify-center">
|
<div class="m-auto pt-64 flex flex-col justify-center">
|
||||||
<div class="max-w-md">
|
<div class="max-w-md">
|
||||||
<AddFilesPlaceholder />
|
<AddFilesPlaceholder />
|
||||||
|
|
|
@ -111,7 +111,9 @@
|
||||||
<button
|
<button
|
||||||
class="relative rounded-full dark:bg-gray-700"
|
class="relative rounded-full dark:bg-gray-700"
|
||||||
type="button"
|
type="button"
|
||||||
on:click={profileImageInputElement.click}
|
on:click={() => {
|
||||||
|
profileImageInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
<img
|
<img
|
||||||
src={profileImageUrl !== '' ? profileImageUrl : '/user.png'}
|
src={profileImageUrl !== '' ? profileImageUrl : '/user.png'}
|
||||||
|
@ -271,7 +273,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded"
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
|
||||||
on:click={async () => {
|
on:click={async () => {
|
||||||
const res = await submitHandler();
|
const res = await submitHandler();
|
||||||
|
|
||||||
|
|
|
@ -259,7 +259,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded"
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
|
||||||
type="submit"
|
type="submit"
|
||||||
>
|
>
|
||||||
{$i18n.t('Save')}
|
{$i18n.t('Save')}
|
||||||
|
|
|
@ -172,7 +172,9 @@
|
||||||
/>
|
/>
|
||||||
<button
|
<button
|
||||||
class=" flex rounded-md py-2 px-3.5 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
|
class=" flex rounded-md py-2 px-3.5 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
|
||||||
on:click={chatImportInputElement.click}
|
on:click={() => {
|
||||||
|
chatImportInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
<div class=" self-center mr-3">
|
<div class=" self-center mr-3">
|
||||||
<svg
|
<svg
|
||||||
|
|
|
@ -249,7 +249,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded"
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
|
||||||
type="submit"
|
type="submit"
|
||||||
>
|
>
|
||||||
{$i18n.t('Save')}
|
{$i18n.t('Save')}
|
||||||
|
|
|
@ -272,7 +272,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded"
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
|
||||||
on:click={() => {
|
on:click={() => {
|
||||||
saveSettings({
|
saveSettings({
|
||||||
system: system !== '' ? system : undefined,
|
system: system !== '' ? system : undefined,
|
||||||
|
|
|
@ -301,7 +301,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded flex flex-row space-x-1 items-center {loading
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg flex flex-row space-x-1 items-center {loading
|
||||||
? ' cursor-not-allowed'
|
? ' cursor-not-allowed'
|
||||||
: ''}"
|
: ''}"
|
||||||
type="submit"
|
type="submit"
|
||||||
|
|
|
@ -65,6 +65,7 @@
|
||||||
}
|
}
|
||||||
|
|
||||||
saveSettings({
|
saveSettings({
|
||||||
|
titleAutoGenerateModel: titleAutoGenerateModel !== '' ? titleAutoGenerateModel : undefined,
|
||||||
titleGenerationPrompt: titleGenerationPrompt ? titleGenerationPrompt : undefined
|
titleGenerationPrompt: titleGenerationPrompt ? titleGenerationPrompt : undefined
|
||||||
});
|
});
|
||||||
};
|
};
|
||||||
|
@ -192,7 +193,7 @@
|
||||||
<div class="flex w-full">
|
<div class="flex w-full">
|
||||||
<div class="flex-1 mr-2">
|
<div class="flex-1 mr-2">
|
||||||
<select
|
<select
|
||||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
|
||||||
bind:value={titleAutoGenerateModel}
|
bind:value={titleAutoGenerateModel}
|
||||||
placeholder={$i18n.t('Select a model')}
|
placeholder={$i18n.t('Select a model')}
|
||||||
>
|
>
|
||||||
|
@ -206,35 +207,13 @@
|
||||||
{/each}
|
{/each}
|
||||||
</select>
|
</select>
|
||||||
</div>
|
</div>
|
||||||
<button
|
|
||||||
class="px-3 bg-gray-200 hover:bg-gray-300 dark:bg-gray-700 dark:hover:bg-gray-800 dark:text-gray-100 rounded transition"
|
|
||||||
on:click={() => {
|
|
||||||
saveSettings({
|
|
||||||
titleAutoGenerateModel:
|
|
||||||
titleAutoGenerateModel !== '' ? titleAutoGenerateModel : undefined
|
|
||||||
});
|
|
||||||
}}
|
|
||||||
type="button"
|
|
||||||
>
|
|
||||||
<svg
|
|
||||||
xmlns="http://www.w3.org/2000/svg"
|
|
||||||
viewBox="0 0 16 16"
|
|
||||||
fill="currentColor"
|
|
||||||
class="w-3.5 h-3.5"
|
|
||||||
>
|
|
||||||
<path
|
|
||||||
fill-rule="evenodd"
|
|
||||||
d="M13.836 2.477a.75.75 0 0 1 .75.75v3.182a.75.75 0 0 1-.75.75h-3.182a.75.75 0 0 1 0-1.5h1.37l-.84-.841a4.5 4.5 0 0 0-7.08.932.75.75 0 0 1-1.3-.75 6 6 0 0 1 9.44-1.242l.842.84V3.227a.75.75 0 0 1 .75-.75Zm-.911 7.5A.75.75 0 0 1 13.199 11a6 6 0 0 1-9.44 1.241l-.84-.84v1.371a.75.75 0 0 1-1.5 0V9.591a.75.75 0 0 1 .75-.75H5.35a.75.75 0 0 1 0 1.5H3.98l.841.841a4.5 4.5 0 0 0 7.08-.932.75.75 0 0 1 1.025-.273Z"
|
|
||||||
clip-rule="evenodd"
|
|
||||||
/>
|
|
||||||
</svg>
|
|
||||||
</button>
|
|
||||||
</div>
|
</div>
|
||||||
<div class="mt-3">
|
|
||||||
|
<div class="mt-3 mr-2">
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Title Generation Prompt')}</div>
|
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Title Generation Prompt')}</div>
|
||||||
<textarea
|
<textarea
|
||||||
bind:value={titleGenerationPrompt}
|
bind:value={titleGenerationPrompt}
|
||||||
class="w-full rounded p-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none resize-none"
|
class="w-full rounded-lg p-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none resize-none"
|
||||||
rows="3"
|
rows="3"
|
||||||
/>
|
/>
|
||||||
</div>
|
</div>
|
||||||
|
@ -329,7 +308,7 @@
|
||||||
|
|
||||||
<div class="flex justify-end pt-3 text-sm font-medium">
|
<div class="flex justify-end pt-3 text-sm font-medium">
|
||||||
<button
|
<button
|
||||||
class=" px-4 py-2 bg-emerald-600 hover:bg-emerald-700 text-gray-100 transition rounded"
|
class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
|
||||||
type="submit"
|
type="submit"
|
||||||
>
|
>
|
||||||
{$i18n.t('Save')}
|
{$i18n.t('Save')}
|
||||||
|
|
|
@ -613,7 +613,9 @@
|
||||||
<button
|
<button
|
||||||
type="button"
|
type="button"
|
||||||
class="w-full rounded-lg text-left py-2 px-4 dark:text-gray-300 dark:bg-gray-850"
|
class="w-full rounded-lg text-left py-2 px-4 dark:text-gray-300 dark:bg-gray-850"
|
||||||
on:click={modelUploadInputElement.click}
|
on:click={() => {
|
||||||
|
modelUploadInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
{#if modelInputFile && modelInputFile.length > 0}
|
{#if modelInputFile && modelInputFile.length > 0}
|
||||||
{modelInputFile[0].name}
|
{modelInputFile[0].name}
|
||||||
|
@ -737,20 +739,30 @@
|
||||||
<div class=" space-y-3">
|
<div class=" space-y-3">
|
||||||
<div class="mt-2 space-y-3 pr-1.5">
|
<div class="mt-2 space-y-3 pr-1.5">
|
||||||
<div>
|
<div>
|
||||||
<div class=" mb-2 text-sm font-medium">{$i18n.t('Manage LiteLLM Models')}</div>
|
<div class="mb-2">
|
||||||
|
<div class="flex justify-between items-center text-xs">
|
||||||
|
<div class=" text-sm font-medium">{$i18n.t('Manage LiteLLM Models')}</div>
|
||||||
|
<button
|
||||||
|
class=" text-xs font-medium text-gray-500"
|
||||||
|
type="button"
|
||||||
|
on:click={() => {
|
||||||
|
showLiteLLM = !showLiteLLM;
|
||||||
|
}}>{showLiteLLM ? $i18n.t('Hide') : $i18n.t('Show')}</button
|
||||||
|
>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
{#if showLiteLLM}
|
||||||
<div>
|
<div>
|
||||||
<div class="flex justify-between items-center text-xs">
|
<div class="flex justify-between items-center text-xs">
|
||||||
<div class=" text-sm font-medium">{$i18n.t('Add a model')}</div>
|
<div class=" text-sm font-medium">Add a model</div>
|
||||||
<button
|
<button
|
||||||
class=" text-xs font-medium text-gray-500"
|
class=" text-xs font-medium text-gray-500"
|
||||||
type="button"
|
type="button"
|
||||||
on:click={() => {
|
on:click={() => {
|
||||||
showLiteLLMParams = !showLiteLLMParams;
|
showLiteLLMParams = !showLiteLLMParams;
|
||||||
}}
|
}}
|
||||||
>{showLiteLLMParams
|
>{showLiteLLMParams ? $i18n.t('Hide Additional Params') : $i18n.t('Show Additional Params')}</button
|
||||||
? $i18n.t('Hide Additional Params')
|
|
||||||
: $i18n.t('Show Additional Params')}</button
|
|
||||||
>
|
>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
@ -801,7 +813,7 @@
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div>
|
<div>
|
||||||
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Base URL')}</div>
|
<div class=" mb-1.5 text-sm font-medium">API Base URL</div>
|
||||||
<div class="flex w-full">
|
<div class="flex w-full">
|
||||||
<div class="flex-1">
|
<div class="flex-1">
|
||||||
<input
|
<input
|
||||||
|
@ -815,7 +827,7 @@
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div>
|
<div>
|
||||||
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Key')}</div>
|
<div class=" mb-1.5 text-sm font-medium">API Key</div>
|
||||||
<div class="flex w-full">
|
<div class="flex w-full">
|
||||||
<div class="flex-1">
|
<div class="flex-1">
|
||||||
<input
|
<input
|
||||||
|
@ -829,7 +841,7 @@
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div>
|
<div>
|
||||||
<div class="mb-1.5 text-sm font-medium">{$i18n.t('API RPM')}</div>
|
<div class="mb-1.5 text-sm font-medium">API RPM</div>
|
||||||
<div class="flex w-full">
|
<div class="flex w-full">
|
||||||
<div class="flex-1">
|
<div class="flex-1">
|
||||||
<input
|
<input
|
||||||
|
@ -861,27 +873,27 @@
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div class="mb-2 text-xs text-gray-400 dark:text-gray-500">
|
<div class="mb-2 text-xs text-gray-400 dark:text-gray-500">
|
||||||
{$i18n.t('Not sure what to add?')}
|
Not sure what to add?
|
||||||
<a
|
<a
|
||||||
class=" text-gray-300 font-medium underline"
|
class=" text-gray-300 font-medium underline"
|
||||||
href="https://litellm.vercel.app/docs/proxy/configs#quick-start"
|
href="https://litellm.vercel.app/docs/proxy/configs#quick-start"
|
||||||
target="_blank"
|
target="_blank"
|
||||||
>
|
>
|
||||||
{$i18n.t('Click here for help')}
|
Click here for help.
|
||||||
</a>
|
</a>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div>
|
<div>
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Delete a model')}</div>
|
<div class=" mb-2.5 text-sm font-medium">Delete a model</div>
|
||||||
<div class="flex w-full">
|
<div class="flex w-full">
|
||||||
<div class="flex-1 mr-2">
|
<div class="flex-1 mr-2">
|
||||||
<select
|
<select
|
||||||
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
|
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
|
||||||
bind:value={deleteLiteLLMModelId}
|
bind:value={deleteLiteLLMModelId}
|
||||||
placeholder={$i18n.t('Select a model')}
|
placeholder="Select a model"
|
||||||
>
|
>
|
||||||
{#if !deleteLiteLLMModelId}
|
{#if !deleteLiteLLMModelId}
|
||||||
<option value="" disabled selected>{$i18n.t('Select a model')}</option>
|
<option value="" disabled selected>Select a model</option>
|
||||||
{/if}
|
{/if}
|
||||||
{#each liteLLMModelInfo as model}
|
{#each liteLLMModelInfo as model}
|
||||||
<option value={model.model_info.id} class="bg-gray-100 dark:bg-gray-700"
|
<option value={model.model_info.id} class="bg-gray-100 dark:bg-gray-700"
|
||||||
|
@ -911,90 +923,9 @@
|
||||||
</button>
|
</button>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
<!-- <div class="mt-2 space-y-3 pr-1.5">
|
|
||||||
<div>
|
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Add LiteLLM Model')}</div>
|
|
||||||
<div class="flex w-full mb-2">
|
|
||||||
<div class="flex-1">
|
|
||||||
<input
|
|
||||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
|
||||||
placeholder="Enter LiteLLM Model (e.g. ollama/mistral)"
|
|
||||||
bind:value={liteLLMModel}
|
|
||||||
autocomplete="off"
|
|
||||||
/>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
<div class="flex justify-between items-center text-sm">
|
|
||||||
<div class=" font-medium">{$i18n.t('Advanced Model Params')}</div>
|
|
||||||
<button
|
|
||||||
class=" text-xs font-medium text-gray-500"
|
|
||||||
type="button"
|
|
||||||
on:click={() => {
|
|
||||||
showLiteLLMParams = !showLiteLLMParams;
|
|
||||||
}}>{showLiteLLMParams ? 'Hide' : 'Show'}</button
|
|
||||||
>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
{#if showLiteLLMParams}
|
|
||||||
<div>
|
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('LiteLLM API Key')}</div>
|
|
||||||
<div class="flex w-full">
|
|
||||||
<div class="flex-1">
|
|
||||||
<input
|
|
||||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
|
||||||
placeholder="Enter LiteLLM API Key (e.g. os.environ/AZURE_API_KEY_CA)"
|
|
||||||
bind:value={liteLLMAPIKey}
|
|
||||||
autocomplete="off"
|
|
||||||
/>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
<div>
|
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('LiteLLM API Base URL')}</div>
|
|
||||||
<div class="flex w-full">
|
|
||||||
<div class="flex-1">
|
|
||||||
<input
|
|
||||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
|
||||||
placeholder="Enter LiteLLM API Base URL"
|
|
||||||
bind:value={liteLLMAPIBase}
|
|
||||||
autocomplete="off"
|
|
||||||
/>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
|
|
||||||
<div>
|
|
||||||
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('LiteLLM API RPM')}</div>
|
|
||||||
<div class="flex w-full">
|
|
||||||
<div class="flex-1">
|
|
||||||
<input
|
|
||||||
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
|
|
||||||
placeholder="Enter LiteLLM API RPM"
|
|
||||||
bind:value={liteLLMRPM}
|
|
||||||
autocomplete="off"
|
|
||||||
/>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
{/if}
|
{/if}
|
||||||
|
</div>
|
||||||
<div class="mt-2 text-xs text-gray-400 dark:text-gray-500">
|
</div>
|
||||||
Not sure what to add?
|
|
||||||
<a
|
|
||||||
class=" text-gray-300 font-medium underline"
|
|
||||||
href="https://litellm.vercel.app/docs/proxy/configs#quick-start"
|
|
||||||
target="_blank"
|
|
||||||
>
|
|
||||||
Click here for help.
|
|
||||||
</a>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div> -->
|
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
|
@ -329,7 +329,7 @@
|
||||||
{getModels}
|
{getModels}
|
||||||
{saveSettings}
|
{saveSettings}
|
||||||
on:save={() => {
|
on:save={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'models'}
|
{:else if selectedTab === 'models'}
|
||||||
|
@ -338,28 +338,28 @@
|
||||||
<Connections
|
<Connections
|
||||||
{getModels}
|
{getModels}
|
||||||
on:save={() => {
|
on:save={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'interface'}
|
{:else if selectedTab === 'interface'}
|
||||||
<Interface
|
<Interface
|
||||||
{saveSettings}
|
{saveSettings}
|
||||||
on:save={() => {
|
on:save={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'audio'}
|
{:else if selectedTab === 'audio'}
|
||||||
<Audio
|
<Audio
|
||||||
{saveSettings}
|
{saveSettings}
|
||||||
on:save={() => {
|
on:save={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'images'}
|
{:else if selectedTab === 'images'}
|
||||||
<Images
|
<Images
|
||||||
{saveSettings}
|
{saveSettings}
|
||||||
on:save={() => {
|
on:save={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'chats'}
|
{:else if selectedTab === 'chats'}
|
||||||
|
@ -367,7 +367,7 @@
|
||||||
{:else if selectedTab === 'account'}
|
{:else if selectedTab === 'account'}
|
||||||
<Account
|
<Account
|
||||||
saveHandler={() => {
|
saveHandler={() => {
|
||||||
show = false;
|
toast.success('Settings saved successfully!');
|
||||||
}}
|
}}
|
||||||
/>
|
/>
|
||||||
{:else if selectedTab === 'about'}
|
{:else if selectedTab === 'about'}
|
||||||
|
|
|
@ -237,53 +237,6 @@
|
||||||
const sendPrompt = async (prompt, parentId) => {
|
const sendPrompt = async (prompt, parentId) => {
|
||||||
const _chatId = JSON.parse(JSON.stringify($chatId));
|
const _chatId = JSON.parse(JSON.stringify($chatId));
|
||||||
|
|
||||||
const docs = messages
|
|
||||||
.filter((message) => message?.files ?? null)
|
|
||||||
.map((message) =>
|
|
||||||
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
|
||||||
)
|
|
||||||
.flat(1);
|
|
||||||
|
|
||||||
console.log(docs);
|
|
||||||
if (docs.length > 0) {
|
|
||||||
processing = 'Reading';
|
|
||||||
const query = history.messages[parentId].content;
|
|
||||||
|
|
||||||
let relevantContexts = await Promise.all(
|
|
||||||
docs.map(async (doc) => {
|
|
||||||
if (doc.type === 'collection') {
|
|
||||||
return await queryCollection(localStorage.token, doc.collection_names, query).catch(
|
|
||||||
(error) => {
|
|
||||||
console.log(error);
|
|
||||||
return null;
|
|
||||||
}
|
|
||||||
);
|
|
||||||
} else {
|
|
||||||
return await queryDoc(localStorage.token, doc.collection_name, query).catch((error) => {
|
|
||||||
console.log(error);
|
|
||||||
return null;
|
|
||||||
});
|
|
||||||
}
|
|
||||||
})
|
|
||||||
);
|
|
||||||
relevantContexts = relevantContexts.filter((context) => context);
|
|
||||||
|
|
||||||
const contextString = relevantContexts.reduce((a, context, i, arr) => {
|
|
||||||
return `${a}${context.documents.join(' ')}\n`;
|
|
||||||
}, '');
|
|
||||||
|
|
||||||
console.log(contextString);
|
|
||||||
|
|
||||||
history.messages[parentId].raContent = await RAGTemplate(
|
|
||||||
localStorage.token,
|
|
||||||
contextString,
|
|
||||||
query
|
|
||||||
);
|
|
||||||
history.messages[parentId].contexts = relevantContexts;
|
|
||||||
await tick();
|
|
||||||
processing = '';
|
|
||||||
}
|
|
||||||
|
|
||||||
await Promise.all(
|
await Promise.all(
|
||||||
selectedModels.map(async (modelId) => {
|
selectedModels.map(async (modelId) => {
|
||||||
const model = $models.filter((m) => m.id === modelId).at(0);
|
const model = $models.filter((m) => m.id === modelId).at(0);
|
||||||
|
@ -347,15 +300,25 @@
|
||||||
...messages
|
...messages
|
||||||
]
|
]
|
||||||
.filter((message) => message)
|
.filter((message) => message)
|
||||||
.map((message, idx, arr) => ({
|
.map((message, idx, arr) => {
|
||||||
|
// Prepare the base message object
|
||||||
|
const baseMessage = {
|
||||||
role: message.role,
|
role: message.role,
|
||||||
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content,
|
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content
|
||||||
...(message.files && {
|
};
|
||||||
images: message.files
|
|
||||||
.filter((file) => file.type === 'image')
|
// Extract and format image URLs if any exist
|
||||||
.map((file) => file.url.slice(file.url.indexOf(',') + 1))
|
const imageUrls = message.files
|
||||||
})
|
?.filter((file) => file.type === 'image')
|
||||||
}));
|
.map((file) => file.url.slice(file.url.indexOf(',') + 1));
|
||||||
|
|
||||||
|
// Add images array only if it contains elements
|
||||||
|
if (imageUrls && imageUrls.length > 0) {
|
||||||
|
baseMessage.images = imageUrls;
|
||||||
|
}
|
||||||
|
|
||||||
|
return baseMessage;
|
||||||
|
});
|
||||||
|
|
||||||
let lastImageIndex = -1;
|
let lastImageIndex = -1;
|
||||||
|
|
||||||
|
@ -373,6 +336,13 @@
|
||||||
}
|
}
|
||||||
});
|
});
|
||||||
|
|
||||||
|
const docs = messages
|
||||||
|
.filter((message) => message?.files ?? null)
|
||||||
|
.map((message) =>
|
||||||
|
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
||||||
|
)
|
||||||
|
.flat(1);
|
||||||
|
|
||||||
const [res, controller] = await generateChatCompletion(localStorage.token, {
|
const [res, controller] = await generateChatCompletion(localStorage.token, {
|
||||||
model: model,
|
model: model,
|
||||||
messages: messagesBody,
|
messages: messagesBody,
|
||||||
|
@ -380,7 +350,8 @@
|
||||||
...($settings.options ?? {})
|
...($settings.options ?? {})
|
||||||
},
|
},
|
||||||
format: $settings.requestFormat ?? undefined,
|
format: $settings.requestFormat ?? undefined,
|
||||||
keep_alive: $settings.keepAlive ?? undefined
|
keep_alive: $settings.keepAlive ?? undefined,
|
||||||
|
docs: docs.length > 0 ? docs : undefined
|
||||||
});
|
});
|
||||||
|
|
||||||
if (res && res.ok) {
|
if (res && res.ok) {
|
||||||
|
@ -546,6 +517,15 @@
|
||||||
const responseMessage = history.messages[responseMessageId];
|
const responseMessage = history.messages[responseMessageId];
|
||||||
scrollToBottom();
|
scrollToBottom();
|
||||||
|
|
||||||
|
const docs = messages
|
||||||
|
.filter((message) => message?.files ?? null)
|
||||||
|
.map((message) =>
|
||||||
|
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
||||||
|
)
|
||||||
|
.flat(1);
|
||||||
|
|
||||||
|
console.log(docs);
|
||||||
|
|
||||||
const res = await generateOpenAIChatCompletion(
|
const res = await generateOpenAIChatCompletion(
|
||||||
localStorage.token,
|
localStorage.token,
|
||||||
{
|
{
|
||||||
|
@ -594,7 +574,8 @@
|
||||||
top_p: $settings?.options?.top_p ?? undefined,
|
top_p: $settings?.options?.top_p ?? undefined,
|
||||||
num_ctx: $settings?.options?.num_ctx ?? undefined,
|
num_ctx: $settings?.options?.num_ctx ?? undefined,
|
||||||
frequency_penalty: $settings?.options?.repeat_penalty ?? undefined,
|
frequency_penalty: $settings?.options?.repeat_penalty ?? undefined,
|
||||||
max_tokens: $settings?.options?.num_predict ?? undefined
|
max_tokens: $settings?.options?.num_predict ?? undefined,
|
||||||
|
docs: docs.length > 0 ? docs : undefined
|
||||||
},
|
},
|
||||||
model.source === 'litellm' ? `${LITELLM_API_BASE_URL}/v1` : `${OPENAI_API_BASE_URL}`
|
model.source === 'litellm' ? `${LITELLM_API_BASE_URL}/v1` : `${OPENAI_API_BASE_URL}`
|
||||||
);
|
);
|
||||||
|
@ -711,8 +692,13 @@
|
||||||
|
|
||||||
if (messages.length == 2) {
|
if (messages.length == 2) {
|
||||||
window.history.replaceState(history.state, '', `/c/${_chatId}`);
|
window.history.replaceState(history.state, '', `/c/${_chatId}`);
|
||||||
|
|
||||||
|
if ($settings?.titleAutoGenerateModel) {
|
||||||
|
await generateChatTitle(_chatId, userPrompt);
|
||||||
|
} else {
|
||||||
await setChatTitle(_chatId, userPrompt);
|
await setChatTitle(_chatId, userPrompt);
|
||||||
}
|
}
|
||||||
|
}
|
||||||
};
|
};
|
||||||
|
|
||||||
const stopResponse = () => {
|
const stopResponse = () => {
|
||||||
|
|
|
@ -247,53 +247,6 @@
|
||||||
const sendPrompt = async (prompt, parentId) => {
|
const sendPrompt = async (prompt, parentId) => {
|
||||||
const _chatId = JSON.parse(JSON.stringify($chatId));
|
const _chatId = JSON.parse(JSON.stringify($chatId));
|
||||||
|
|
||||||
const docs = messages
|
|
||||||
.filter((message) => message?.files ?? null)
|
|
||||||
.map((message) =>
|
|
||||||
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
|
||||||
)
|
|
||||||
.flat(1);
|
|
||||||
|
|
||||||
console.log(docs);
|
|
||||||
if (docs.length > 0) {
|
|
||||||
processing = 'Reading';
|
|
||||||
const query = history.messages[parentId].content;
|
|
||||||
|
|
||||||
let relevantContexts = await Promise.all(
|
|
||||||
docs.map(async (doc) => {
|
|
||||||
if (doc.type === 'collection') {
|
|
||||||
return await queryCollection(localStorage.token, doc.collection_names, query).catch(
|
|
||||||
(error) => {
|
|
||||||
console.log(error);
|
|
||||||
return null;
|
|
||||||
}
|
|
||||||
);
|
|
||||||
} else {
|
|
||||||
return await queryDoc(localStorage.token, doc.collection_name, query).catch((error) => {
|
|
||||||
console.log(error);
|
|
||||||
return null;
|
|
||||||
});
|
|
||||||
}
|
|
||||||
})
|
|
||||||
);
|
|
||||||
relevantContexts = relevantContexts.filter((context) => context);
|
|
||||||
|
|
||||||
const contextString = relevantContexts.reduce((a, context, i, arr) => {
|
|
||||||
return `${a}${context.documents.join(' ')}\n`;
|
|
||||||
}, '');
|
|
||||||
|
|
||||||
console.log(contextString);
|
|
||||||
|
|
||||||
history.messages[parentId].raContent = await RAGTemplate(
|
|
||||||
localStorage.token,
|
|
||||||
contextString,
|
|
||||||
query
|
|
||||||
);
|
|
||||||
history.messages[parentId].contexts = relevantContexts;
|
|
||||||
await tick();
|
|
||||||
processing = '';
|
|
||||||
}
|
|
||||||
|
|
||||||
await Promise.all(
|
await Promise.all(
|
||||||
selectedModels.map(async (modelId) => {
|
selectedModels.map(async (modelId) => {
|
||||||
const model = $models.filter((m) => m.id === modelId).at(0);
|
const model = $models.filter((m) => m.id === modelId).at(0);
|
||||||
|
@ -357,15 +310,25 @@
|
||||||
...messages
|
...messages
|
||||||
]
|
]
|
||||||
.filter((message) => message)
|
.filter((message) => message)
|
||||||
.map((message, idx, arr) => ({
|
.map((message, idx, arr) => {
|
||||||
|
// Prepare the base message object
|
||||||
|
const baseMessage = {
|
||||||
role: message.role,
|
role: message.role,
|
||||||
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content,
|
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content
|
||||||
...(message.files && {
|
};
|
||||||
images: message.files
|
|
||||||
.filter((file) => file.type === 'image')
|
// Extract and format image URLs if any exist
|
||||||
.map((file) => file.url.slice(file.url.indexOf(',') + 1))
|
const imageUrls = message.files
|
||||||
})
|
?.filter((file) => file.type === 'image')
|
||||||
}));
|
.map((file) => file.url.slice(file.url.indexOf(',') + 1));
|
||||||
|
|
||||||
|
// Add images array only if it contains elements
|
||||||
|
if (imageUrls && imageUrls.length > 0) {
|
||||||
|
baseMessage.images = imageUrls;
|
||||||
|
}
|
||||||
|
|
||||||
|
return baseMessage;
|
||||||
|
});
|
||||||
|
|
||||||
let lastImageIndex = -1;
|
let lastImageIndex = -1;
|
||||||
|
|
||||||
|
@ -383,6 +346,13 @@
|
||||||
}
|
}
|
||||||
});
|
});
|
||||||
|
|
||||||
|
const docs = messages
|
||||||
|
.filter((message) => message?.files ?? null)
|
||||||
|
.map((message) =>
|
||||||
|
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
||||||
|
)
|
||||||
|
.flat(1);
|
||||||
|
|
||||||
const [res, controller] = await generateChatCompletion(localStorage.token, {
|
const [res, controller] = await generateChatCompletion(localStorage.token, {
|
||||||
model: model,
|
model: model,
|
||||||
messages: messagesBody,
|
messages: messagesBody,
|
||||||
|
@ -390,7 +360,8 @@
|
||||||
...($settings.options ?? {})
|
...($settings.options ?? {})
|
||||||
},
|
},
|
||||||
format: $settings.requestFormat ?? undefined,
|
format: $settings.requestFormat ?? undefined,
|
||||||
keep_alive: $settings.keepAlive ?? undefined
|
keep_alive: $settings.keepAlive ?? undefined,
|
||||||
|
docs: docs.length > 0 ? docs : undefined
|
||||||
});
|
});
|
||||||
|
|
||||||
if (res && res.ok) {
|
if (res && res.ok) {
|
||||||
|
@ -556,6 +527,15 @@
|
||||||
const responseMessage = history.messages[responseMessageId];
|
const responseMessage = history.messages[responseMessageId];
|
||||||
scrollToBottom();
|
scrollToBottom();
|
||||||
|
|
||||||
|
const docs = messages
|
||||||
|
.filter((message) => message?.files ?? null)
|
||||||
|
.map((message) =>
|
||||||
|
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
|
||||||
|
)
|
||||||
|
.flat(1);
|
||||||
|
|
||||||
|
console.log(docs);
|
||||||
|
|
||||||
const res = await generateOpenAIChatCompletion(
|
const res = await generateOpenAIChatCompletion(
|
||||||
localStorage.token,
|
localStorage.token,
|
||||||
{
|
{
|
||||||
|
@ -604,7 +584,8 @@
|
||||||
top_p: $settings?.options?.top_p ?? undefined,
|
top_p: $settings?.options?.top_p ?? undefined,
|
||||||
num_ctx: $settings?.options?.num_ctx ?? undefined,
|
num_ctx: $settings?.options?.num_ctx ?? undefined,
|
||||||
frequency_penalty: $settings?.options?.repeat_penalty ?? undefined,
|
frequency_penalty: $settings?.options?.repeat_penalty ?? undefined,
|
||||||
max_tokens: $settings?.options?.num_predict ?? undefined
|
max_tokens: $settings?.options?.num_predict ?? undefined,
|
||||||
|
docs: docs.length > 0 ? docs : undefined
|
||||||
},
|
},
|
||||||
model.source === 'litellm' ? `${LITELLM_API_BASE_URL}/v1` : `${OPENAI_API_BASE_URL}`
|
model.source === 'litellm' ? `${LITELLM_API_BASE_URL}/v1` : `${OPENAI_API_BASE_URL}`
|
||||||
);
|
);
|
||||||
|
@ -724,6 +705,7 @@
|
||||||
await setChatTitle(_chatId, userPrompt);
|
await setChatTitle(_chatId, userPrompt);
|
||||||
}
|
}
|
||||||
};
|
};
|
||||||
|
|
||||||
const stopResponse = () => {
|
const stopResponse = () => {
|
||||||
stopResponseFlag = true;
|
stopResponseFlag = true;
|
||||||
console.log('stopResponse');
|
console.log('stopResponse');
|
||||||
|
|
|
@ -562,7 +562,9 @@
|
||||||
|
|
||||||
<button
|
<button
|
||||||
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
||||||
on:click={documentsImportInputElement.click}
|
on:click={() => {
|
||||||
|
documentsImportInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Documents Mapping')}</div>
|
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Documents Mapping')}</div>
|
||||||
|
|
||||||
|
|
|
@ -268,7 +268,9 @@
|
||||||
|
|
||||||
<button
|
<button
|
||||||
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
||||||
on:click={modelfilesImportInputElement.click}
|
on:click={() => {
|
||||||
|
modelfilesImportInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Modelfiles')}</div>
|
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Modelfiles')}</div>
|
||||||
|
|
||||||
|
|
|
@ -269,7 +269,7 @@
|
||||||
|
|
||||||
<div class="min-h-screen max-h-[100dvh] w-full flex justify-center dark:text-white">
|
<div class="min-h-screen max-h-[100dvh] w-full flex justify-center dark:text-white">
|
||||||
<div class=" flex flex-col justify-between w-full overflow-y-auto h-[100dvh]">
|
<div class=" flex flex-col justify-between w-full overflow-y-auto h-[100dvh]">
|
||||||
<div class="max-w-2xl mx-auto w-full px-3 p-3 md:px-0 h-full">
|
<div class="max-w-2xl mx-auto w-full px-3 md:px-0 my-10 h-full">
|
||||||
<div class=" flex flex-col h-full">
|
<div class=" flex flex-col h-full">
|
||||||
<div class="flex flex-col justify-between mb-2.5 gap-1">
|
<div class="flex flex-col justify-between mb-2.5 gap-1">
|
||||||
<div class="flex justify-between items-center gap-2">
|
<div class="flex justify-between items-center gap-2">
|
||||||
|
|
|
@ -244,7 +244,9 @@
|
||||||
|
|
||||||
<button
|
<button
|
||||||
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
||||||
on:click={promptsImportInputElement.click}
|
on:click={() => {
|
||||||
|
promptsImportInputElement.click();
|
||||||
|
}}
|
||||||
>
|
>
|
||||||
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Prompts')}</div>
|
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Prompts')}</div>
|
||||||
|
|
||||||
|
|
Loading…
Reference in a new issue