main #2

Merged
tdpeuter merged 129 commits from open-webui/open-webui:main into main 2024-03-20 21:29:12 +01:00
27 changed files with 802 additions and 493 deletions
Showing only changes of commit b8902072fd - Show all commits

View file

@ -250,7 +250,7 @@ class GenerateImageForm(BaseModel):
model: Optional[str] = None
prompt: str
n: int = 1
size: str = "512x512"
size: Optional[str] = None
negative_prompt: Optional[str] = None
@ -278,8 +278,7 @@ def generate_image(
user=Depends(get_current_user),
):
print(form_data)
r = None
try:
if app.state.ENGINE == "openai":
@ -291,10 +290,9 @@ def generate_image(
"model": app.state.MODEL if app.state.MODEL != "" else "dall-e-2",
"prompt": form_data.prompt,
"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",
}
r = requests.post(
url=f"https://api.openai.com/v1/images/generations",
json=data,
@ -359,4 +357,6 @@ def generate_image(
except Exception as e:
print(e)
if r:
print(r.json())
raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e))

View file

@ -15,7 +15,7 @@ import asyncio
from apps.web.models.users import Users
from constants import ERROR_MESSAGES
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
@ -29,6 +29,10 @@ app.add_middleware(
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.MODELS = {}
@ -129,9 +133,19 @@ async def get_all_models():
async def get_ollama_tags(
url_idx: Optional[int] = None, user=Depends(get_current_user)
):
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:
url = app.state.OLLAMA_BASE_URLS[url_idx]
try:

View file

@ -18,7 +18,13 @@ from utils.utils import (
get_verified_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
@ -34,6 +40,9 @@ app.add_middleware(
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_KEYS = OPENAI_API_KEYS
@ -186,12 +195,21 @@ async def get_all_models():
return models
# , user=Depends(get_current_user)
@app.get("/models")
@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:
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:
url = app.state.OPENAI_API_BASE_URLS[url_idx]
try:

View file

@ -44,6 +44,8 @@ from apps.web.models.documents import (
DocumentResponse,
)
from apps.rag.utils import query_doc, query_collection
from utils.misc import (
calculate_sha256,
calculate_sha256_string,
@ -248,21 +250,18 @@ class QueryDocForm(BaseModel):
@app.post("/query/doc")
def query_doc(
def query_doc_handler(
form_data: QueryDocForm,
user=Depends(get_current_user),
):
try:
# if you use docker use the model from the environment variable
collection = CHROMA_CLIENT.get_collection(
name=form_data.collection_name,
return query_doc(
collection_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,
)
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:
print(e)
raise HTTPException(
@ -277,76 +276,16 @@ class QueryCollectionsForm(BaseModel):
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")
def query_collection(
def query_collection_handler(
form_data: QueryCollectionsForm,
user=Depends(get_current_user),
):
results = []
for collection_name in form_data.collection_names:
try:
# 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,
)
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
return query_collection(
collection_names=form_data.collection_names,
query=form_data.query,
k=form_data.k if form_data.k else app.state.TOP_K,
embedding_function=app.state.sentence_transformer_ef,
)

97
backend/apps/rag/utils.py Normal file
View 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

View file

@ -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 = [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}}
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
####################################

View file

@ -12,6 +12,7 @@ from fastapi import HTTPException
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 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.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
@ -40,6 +55,9 @@ class SPAStaticFiles(StaticFiles):
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 = ["*"]
app.add_middleware(
@ -56,6 +74,126 @@ async def on_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")
async def check_url(request: Request, call_next):
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")
async def get_app_config():

View file

@ -16,7 +16,8 @@ aiohttp
peewee
bcrypt
litellm
litellm==1.30.7
argon2-cffi
apscheduler
google-generativeai

View file

@ -77,3 +77,65 @@ export const getVersionUpdates = async () => {
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;
};

View file

@ -252,7 +252,7 @@ export const queryCollection = async (
token: string,
collection_names: string,
query: string,
k: number
k: number | null = null
) => {
let error = null;

View file

@ -1,12 +1,17 @@
<script lang="ts">
import { getModelFilterConfig, updateModelFilterConfig } from '$lib/apis';
import { getSignUpEnabledStatus, toggleSignUpEnabledStatus } from '$lib/apis/auths';
import { getUserPermissions, updateUserPermissions } from '$lib/apis/users';
import { onMount, getContext } from 'svelte';
import { models } from '$lib/stores';
const i18n = getContext('i18n');
export let saveHandler: Function;
let whitelistEnabled = false;
let whitelistModels = [''];
let permissions = {
chat: {
deletion: true
@ -15,6 +20,13 @@
onMount(async () => {
permissions = await getUserPermissions(localStorage.token);
const res = await getModelFilterConfig(localStorage.token);
if (res) {
whitelistEnabled = res.enabled;
whitelistModels = res.models.length > 0 ? res.models : [''];
}
});
</script>
@ -23,6 +35,8 @@
on:submit|preventDefault={async () => {
// console.log('submit');
await updateUserPermissions(localStorage.token, permissions);
await updateModelFilterConfig(localStorage.token, whitelistEnabled, whitelistModels);
saveHandler();
}}
>
@ -71,6 +85,106 @@
</button>
</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 class="flex justify-end pt-3 text-sm font-medium">

View file

@ -364,12 +364,12 @@
{#if dragged}
<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"
role="region"
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="max-w-md">
<AddFilesPlaceholder />

View file

@ -111,7 +111,9 @@
<button
class="relative rounded-full dark:bg-gray-700"
type="button"
on:click={profileImageInputElement.click}
on:click={() => {
profileImageInputElement.click();
}}
>
<img
src={profileImageUrl !== '' ? profileImageUrl : '/user.png'}
@ -271,7 +273,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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 () => {
const res = await submitHandler();

View file

@ -259,7 +259,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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"
>
{$i18n.t('Save')}

View file

@ -172,7 +172,9 @@
/>
<button
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">
<svg

View file

@ -249,7 +249,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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"
>
{$i18n.t('Save')}

View file

@ -272,7 +272,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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={() => {
saveSettings({
system: system !== '' ? system : undefined,

View file

@ -301,7 +301,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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'
: ''}"
type="submit"

View file

@ -65,6 +65,7 @@
}
saveSettings({
titleAutoGenerateModel: titleAutoGenerateModel !== '' ? titleAutoGenerateModel : undefined,
titleGenerationPrompt: titleGenerationPrompt ? titleGenerationPrompt : undefined
});
};
@ -192,7 +193,7 @@
<div class="flex w-full">
<div class="flex-1 mr-2">
<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}
placeholder={$i18n.t('Select a model')}
>
@ -206,35 +207,13 @@
{/each}
</select>
</div>
<button
class="px-3 bg-gray-200 hover:bg-gray-300 dark:bg-gray-700 dark:hover:bg-gray-800 dark:text-gray-100 rounded transition"
on:click={() => {
saveSettings({
titleAutoGenerateModel:
titleAutoGenerateModel !== '' ? titleAutoGenerateModel : undefined
});
}}
type="button"
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-3.5 h-3.5"
>
<path
fill-rule="evenodd"
d="M13.836 2.477a.75.75 0 0 1 .75.75v3.182a.75.75 0 0 1-.75.75h-3.182a.75.75 0 0 1 0-1.5h1.37l-.84-.841a4.5 4.5 0 0 0-7.08.932.75.75 0 0 1-1.3-.75 6 6 0 0 1 9.44-1.242l.842.84V3.227a.75.75 0 0 1 .75-.75Zm-.911 7.5A.75.75 0 0 1 13.199 11a6 6 0 0 1-9.44 1.241l-.84-.84v1.371a.75.75 0 0 1-1.5 0V9.591a.75.75 0 0 1 .75-.75H5.35a.75.75 0 0 1 0 1.5H3.98l.841.841a4.5 4.5 0 0 0 7.08-.932.75.75 0 0 1 1.025-.273Z"
clip-rule="evenodd"
/>
</svg>
</button>
</div>
<div class="mt-3">
<div class="mt-3 mr-2">
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Title Generation Prompt')}</div>
<textarea
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"
/>
</div>
@ -329,7 +308,7 @@
<div class="flex justify-end pt-3 text-sm font-medium">
<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"
>
{$i18n.t('Save')}

View file

@ -613,7 +613,9 @@
<button
type="button"
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}
{modelInputFile[0].name}
@ -737,264 +739,193 @@
<div class=" space-y-3">
<div class="mt-2 space-y-3 pr-1.5">
<div>
<div class=" mb-2 text-sm font-medium">{$i18n.t('Manage LiteLLM Models')}</div>
<div>
<div class="mb-2">
<div class="flex justify-between items-center text-xs">
<div class=" text-sm font-medium">{$i18n.t('Add a model')}</div>
<div class=" text-sm font-medium">{$i18n.t('Manage LiteLLM Models')}</div>
<button
class=" text-xs font-medium text-gray-500"
type="button"
on:click={() => {
showLiteLLMParams = !showLiteLLMParams;
}}
>{showLiteLLMParams
? $i18n.t('Hide Additional Params')
: $i18n.t('Show Additional Params')}</button
showLiteLLM = !showLiteLLM;
}}>{showLiteLLM ? $i18n.t('Hide') : $i18n.t('Show')}</button
>
</div>
</div>
<div class="my-2 space-y-2">
<div class="flex w-full mb-1.5">
<div class="flex-1 mr-2">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM Model (litellm_params.model)"
bind:value={liteLLMModel}
autocomplete="off"
/>
{#if showLiteLLM}
<div>
<div class="flex justify-between items-center text-xs">
<div class=" text-sm font-medium">Add a model</div>
<button
class=" text-xs font-medium text-gray-500"
type="button"
on:click={() => {
showLiteLLMParams = !showLiteLLMParams;
}}
>{showLiteLLMParams ? $i18n.t('Hide Additional Params') : $i18n.t('Show Additional Params')}</button
>
</div>
</div>
<div class="my-2 space-y-2">
<div class="flex w-full mb-1.5">
<div class="flex-1 mr-2">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM Model (litellm_params.model)"
bind:value={liteLLMModel}
autocomplete="off"
/>
</div>
<button
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
on:click={() => {
addLiteLLMModelHandler();
}}
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-4 h-4"
>
<path
d="M8.75 3.75a.75.75 0 0 0-1.5 0v3.5h-3.5a.75.75 0 0 0 0 1.5h3.5v3.5a.75.75 0 0 0 1.5 0v-3.5h3.5a.75.75 0 0 0 0-1.5h-3.5v-3.5Z"
/>
</svg>
</button>
</div>
<button
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
on:click={() => {
addLiteLLMModelHandler();
}}
{#if showLiteLLMParams}
<div>
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('Model Name')}</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Model Name (model_name)"
bind:value={liteLLMModelName}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class=" mb-1.5 text-sm font-medium">API Base URL</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API Base URL (litellm_params.api_base)"
bind:value={liteLLMAPIBase}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class=" mb-1.5 text-sm font-medium">API Key</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API Key (litellm_params.api_key)"
bind:value={liteLLMAPIKey}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class="mb-1.5 text-sm font-medium">API RPM</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API RPM (litellm_params.rpm)"
bind:value={liteLLMRPM}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class="mb-1.5 text-sm font-medium">Max Tokens</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Max Tokens (litellm_params.max_tokens)"
bind:value={liteLLMMaxTokens}
type="number"
min="1"
autocomplete="off"
/>
</div>
</div>
</div>
{/if}
</div>
<div class="mb-2 text-xs text-gray-400 dark:text-gray-500">
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"
>
<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>
</div>
{#if showLiteLLMParams}
<div>
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('Model Name')}</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Model Name (model_name)"
bind:value={liteLLMModelName}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Base URL')}</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API Base URL (litellm_params.api_base)"
bind:value={liteLLMAPIBase}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Key')}</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API Key (litellm_params.api_key)"
bind:value={liteLLMAPIKey}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class="mb-1.5 text-sm font-medium">{$i18n.t('API RPM')}</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter LiteLLM API RPM (litellm_params.rpm)"
bind:value={liteLLMRPM}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class="mb-1.5 text-sm font-medium">Max Tokens</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
placeholder="Enter Max Tokens (litellm_params.max_tokens)"
bind:value={liteLLMMaxTokens}
type="number"
min="1"
autocomplete="off"
/>
</div>
</div>
</div>
{/if}
</div>
<div class="mb-2 text-xs text-gray-400 dark:text-gray-500">
{$i18n.t('Not sure what to add?')}
<a
class=" text-gray-300 font-medium underline"
href="https://litellm.vercel.app/docs/proxy/configs#quick-start"
target="_blank"
>
{$i18n.t('Click here for help')}
</a>
</div>
<div>
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Delete a model')}</div>
<div class="flex w-full">
<div class="flex-1 mr-2">
<select
class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
bind:value={deleteLiteLLMModelId}
placeholder={$i18n.t('Select a model')}
>
{#if !deleteLiteLLMModelId}
<option value="" disabled selected>{$i18n.t('Select a model')}</option>
{/if}
{#each liteLLMModelInfo as model}
<option value={model.model_info.id} class="bg-gray-100 dark:bg-gray-700"
>{model.model_name}</option
>
{/each}
</select>
</div>
<button
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
on:click={() => {
deleteLiteLLMModelHandler();
}}
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-4 h-4"
>
<path
fill-rule="evenodd"
d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
clip-rule="evenodd"
/>
</svg>
</button>
</div>
</div>
</div>
</div>
<!-- <div class="mt-2 space-y-3 pr-1.5">
<div>
<div class=" mb-2.5 text-sm font-medium">{$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>
Click here for help.
</a>
</div>
<div>
<div class=" mb-2.5 text-sm font-medium">{$i18n.t('LiteLLM API Base URL')}</div>
<div class=" mb-2.5 text-sm font-medium">Delete a model</div>
<div class="flex w-full">
<div class="flex-1">
<input
class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none"
placeholder="Enter LiteLLM API Base URL"
bind:value={liteLLMAPIBase}
autocomplete="off"
/>
</div>
</div>
</div>
<div>
<div class=" mb-2.5 text-sm font-medium">{$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 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={deleteLiteLLMModelId}
placeholder="Select a model"
>
{#if !deleteLiteLLMModelId}
<option value="" disabled selected>Select a model</option>
{/if}
{#each liteLLMModelInfo as model}
<option value={model.model_info.id} class="bg-gray-100 dark:bg-gray-700"
>{model.model_name}</option
>
{/each}
</select>
</div>
<button
class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
on:click={() => {
deleteLiteLLMModelHandler();
}}
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-4 h-4"
>
<path
fill-rule="evenodd"
d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
clip-rule="evenodd"
/>
</svg>
</button>
</div>
</div>
{/if}
<div class="mt-2 text-xs text-gray-400 dark:text-gray-500">
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>

View file

@ -329,7 +329,7 @@
{getModels}
{saveSettings}
on:save={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'models'}
@ -338,28 +338,28 @@
<Connections
{getModels}
on:save={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'interface'}
<Interface
{saveSettings}
on:save={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'audio'}
<Audio
{saveSettings}
on:save={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'images'}
<Images
{saveSettings}
on:save={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'chats'}
@ -367,7 +367,7 @@
{:else if selectedTab === 'account'}
<Account
saveHandler={() => {
show = false;
toast.success('Settings saved successfully!');
}}
/>
{:else if selectedTab === 'about'}

View file

@ -237,53 +237,6 @@
const sendPrompt = async (prompt, parentId) => {
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(
selectedModels.map(async (modelId) => {
const model = $models.filter((m) => m.id === modelId).at(0);
@ -347,15 +300,25 @@
...messages
]
.filter((message) => message)
.map((message, idx, arr) => ({
role: message.role,
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content,
...(message.files && {
images: message.files
.filter((file) => file.type === 'image')
.map((file) => file.url.slice(file.url.indexOf(',') + 1))
})
}));
.map((message, idx, arr) => {
// Prepare the base message object
const baseMessage = {
role: message.role,
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content
};
// Extract and format image URLs if any exist
const imageUrls = message.files
?.filter((file) => file.type === 'image')
.map((file) => file.url.slice(file.url.indexOf(',') + 1));
// Add images array only if it contains elements
if (imageUrls && imageUrls.length > 0) {
baseMessage.images = imageUrls;
}
return baseMessage;
});
let lastImageIndex = -1;
@ -373,6 +336,13 @@
}
});
const docs = messages
.filter((message) => message?.files ?? null)
.map((message) =>
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
)
.flat(1);
const [res, controller] = await generateChatCompletion(localStorage.token, {
model: model,
messages: messagesBody,
@ -380,7 +350,8 @@
...($settings.options ?? {})
},
format: $settings.requestFormat ?? undefined,
keep_alive: $settings.keepAlive ?? undefined
keep_alive: $settings.keepAlive ?? undefined,
docs: docs.length > 0 ? docs : undefined
});
if (res && res.ok) {
@ -546,6 +517,15 @@
const responseMessage = history.messages[responseMessageId];
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(
localStorage.token,
{
@ -594,7 +574,8 @@
top_p: $settings?.options?.top_p ?? undefined,
num_ctx: $settings?.options?.num_ctx ?? 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` : `${OPENAI_API_BASE_URL}`
);
@ -711,7 +692,12 @@
if (messages.length == 2) {
window.history.replaceState(history.state, '', `/c/${_chatId}`);
await setChatTitle(_chatId, userPrompt);
if ($settings?.titleAutoGenerateModel) {
await generateChatTitle(_chatId, userPrompt);
} else {
await setChatTitle(_chatId, userPrompt);
}
}
};

View file

@ -247,53 +247,6 @@
const sendPrompt = async (prompt, parentId) => {
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(
selectedModels.map(async (modelId) => {
const model = $models.filter((m) => m.id === modelId).at(0);
@ -357,15 +310,25 @@
...messages
]
.filter((message) => message)
.map((message, idx, arr) => ({
role: message.role,
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content,
...(message.files && {
images: message.files
.filter((file) => file.type === 'image')
.map((file) => file.url.slice(file.url.indexOf(',') + 1))
})
}));
.map((message, idx, arr) => {
// Prepare the base message object
const baseMessage = {
role: message.role,
content: arr.length - 2 !== idx ? message.content : message?.raContent ?? message.content
};
// Extract and format image URLs if any exist
const imageUrls = message.files
?.filter((file) => file.type === 'image')
.map((file) => file.url.slice(file.url.indexOf(',') + 1));
// Add images array only if it contains elements
if (imageUrls && imageUrls.length > 0) {
baseMessage.images = imageUrls;
}
return baseMessage;
});
let lastImageIndex = -1;
@ -383,6 +346,13 @@
}
});
const docs = messages
.filter((message) => message?.files ?? null)
.map((message) =>
message.files.filter((item) => item.type === 'doc' || item.type === 'collection')
)
.flat(1);
const [res, controller] = await generateChatCompletion(localStorage.token, {
model: model,
messages: messagesBody,
@ -390,7 +360,8 @@
...($settings.options ?? {})
},
format: $settings.requestFormat ?? undefined,
keep_alive: $settings.keepAlive ?? undefined
keep_alive: $settings.keepAlive ?? undefined,
docs: docs.length > 0 ? docs : undefined
});
if (res && res.ok) {
@ -556,6 +527,15 @@
const responseMessage = history.messages[responseMessageId];
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(
localStorage.token,
{
@ -604,7 +584,8 @@
top_p: $settings?.options?.top_p ?? undefined,
num_ctx: $settings?.options?.num_ctx ?? 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}`
);
@ -724,6 +705,7 @@
await setChatTitle(_chatId, userPrompt);
}
};
const stopResponse = () => {
stopResponseFlag = true;
console.log('stopResponse');

View file

@ -562,7 +562,9 @@
<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"
on:click={documentsImportInputElement.click}
on:click={() => {
documentsImportInputElement.click();
}}
>
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Documents Mapping')}</div>

View file

@ -268,7 +268,9 @@
<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"
on:click={modelfilesImportInputElement.click}
on:click={() => {
modelfilesImportInputElement.click();
}}
>
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Modelfiles')}</div>

View file

@ -269,7 +269,7 @@
<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="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 justify-between mb-2.5 gap-1">
<div class="flex justify-between items-center gap-2">

View file

@ -244,7 +244,9 @@
<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"
on:click={promptsImportInputElement.click}
on:click={() => {
promptsImportInputElement.click();
}}
>
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Prompts')}</div>