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Unverified Commit f1a7c766 authored by Timothy Jaeryang Baek's avatar Timothy Jaeryang Baek Committed by GitHub
Browse files

Merge pull request #2004 from cheahjs/feat/backend-web-search 

feat: add user toggleable web search
parents b6b71c08 bced9073
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Inline Side-by-side
Showing with 3037 additions and 23 deletions
backend/apps/rag/main.py
View file @ f1a7c766
...@@ -11,7 +11,7 @@ from fastapi.middleware.cors import CORSMiddleware ...@@ -11,7 +11,7 @@ from fastapi.middleware.cors import CORSMiddleware
import os, shutil, logging, re import os, shutil, logging, re
from pathlib import Path from pathlib import Path
from typing import List from typing import List, Union, Sequence
from chromadb.utils.batch_utils import create_batches from chromadb.utils.batch_utils import create_batches
...@@ -59,6 +59,7 @@ from apps.rag.utils import ( ...@@ -59,6 +59,7 @@ from apps.rag.utils import (
query_doc_with_hybrid_search, query_doc_with_hybrid_search,
query_collection, query_collection,
query_collection_with_hybrid_search, query_collection_with_hybrid_search,
search_web,
) )
from utils.misc import ( from utils.misc import (
...@@ -95,6 +96,7 @@ from config import ( ...@@ -95,6 +96,7 @@ from config import (
RAG_TEMPLATE, RAG_TEMPLATE,
ENABLE_RAG_LOCAL_WEB_FETCH, ENABLE_RAG_LOCAL_WEB_FETCH,
YOUTUBE_LOADER_LANGUAGE, YOUTUBE_LOADER_LANGUAGE,
RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
AppConfig, AppConfig,
) )
...@@ -201,6 +203,10 @@ class UrlForm(CollectionNameForm): ...@@ -201,6 +203,10 @@ class UrlForm(CollectionNameForm):
url: str url: str
class SearchForm(CollectionNameForm):
query: str
@app.get("/") @app.get("/")
async def get_status(): async def get_status():
return { return {
...@@ -589,8 +595,20 @@ def store_web(form_data: UrlForm, user=Depends(get_current_user)): ...@@ -589,8 +595,20 @@ def store_web(form_data: UrlForm, user=Depends(get_current_user)):
) )
def get_web_loader(url: str, verify_ssl: bool = True): def get_web_loader(url: Union[str, Sequence[str]], verify_ssl: bool = True):
# Check if the URL is valid # Check if the URL is valid
if not validate_url(url):
raise ValueError(ERROR_MESSAGES.INVALID_URL)
return WebBaseLoader(
url,
verify_ssl=verify_ssl,
requests_per_second=RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
continue_on_failure=True,
)
def validate_url(url: Union[str, Sequence[str]]):
if isinstance(url, str):
if isinstance(validators.url(url), validators.ValidationError): if isinstance(validators.url(url), validators.ValidationError):
raise ValueError(ERROR_MESSAGES.INVALID_URL) raise ValueError(ERROR_MESSAGES.INVALID_URL)
if not ENABLE_RAG_LOCAL_WEB_FETCH: if not ENABLE_RAG_LOCAL_WEB_FETCH:
...@@ -606,7 +624,11 @@ def get_web_loader(url: str, verify_ssl: bool = True): ...@@ -606,7 +624,11 @@ def get_web_loader(url: str, verify_ssl: bool = True):
for ip in ipv6_addresses: for ip in ipv6_addresses:
if validators.ipv6(ip, private=True): if validators.ipv6(ip, private=True):
raise ValueError(ERROR_MESSAGES.INVALID_URL) raise ValueError(ERROR_MESSAGES.INVALID_URL)
return WebBaseLoader(url, verify_ssl=verify_ssl) return True
elif isinstance(url, Sequence):
return all(validate_url(u) for u in url)
else:
return False
def resolve_hostname(hostname): def resolve_hostname(hostname):
...@@ -620,6 +642,39 @@ def resolve_hostname(hostname): ...@@ -620,6 +642,39 @@ def resolve_hostname(hostname):
return ipv4_addresses, ipv6_addresses return ipv4_addresses, ipv6_addresses
@app.post("/websearch")
def store_websearch(form_data: SearchForm, user=Depends(get_current_user)):
try:
try:
web_results = search_web(form_data.query)
except Exception as e:
log.exception(e)
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail=ERROR_MESSAGES.WEB_SEARCH_ERROR,
)
urls = [result.link for result in web_results]
loader = get_web_loader(urls)
data = loader.aload()
collection_name = form_data.collection_name
if collection_name == "":
collection_name = calculate_sha256_string(form_data.query)[:63]
store_data_in_vector_db(data, collection_name, overwrite=True)
return {
"status": True,
"collection_name": collection_name,
"filenames": urls,
}
except Exception as e:
log.exception(e)
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail=ERROR_MESSAGES.DEFAULT(e),
)
def store_data_in_vector_db(data, collection_name, overwrite: bool = False) -> bool: def store_data_in_vector_db(data, collection_name, overwrite: bool = False) -> bool:
text_splitter = RecursiveCharacterTextSplitter( text_splitter = RecursiveCharacterTextSplitter(
......
backend/apps/rag/search/brave.py 0 → 100644
View file @ f1a7c766
import logging
import requests
from apps.rag.search.main import SearchResult
from config import SRC_LOG_LEVELS, RAG_WEB_SEARCH_RESULT_COUNT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def search_brave(api_key: str, query: str) -> list[SearchResult]:
"""Search using Brave's Search API and return the results as a list of SearchResult objects.
Args:
api_key (str): A Brave Search API key
query (str): The query to search for
"""
url = "https://api.search.brave.com/res/v1/web/search"
headers = {
"Accept": "application/json",
"Accept-Encoding": "gzip",
"X-Subscription-Token": api_key,
}
params = {"q": query, "count": RAG_WEB_SEARCH_RESULT_COUNT}
response = requests.get(url, headers=headers, params=params)
response.raise_for_status()
json_response = response.json()
results = json_response.get("web", {}).get("results", [])
return [
SearchResult(
link=result["url"], title=result.get("title"), snippet=result.get("snippet")
)
for result in results[:RAG_WEB_SEARCH_RESULT_COUNT]
]
backend/apps/rag/search/google_pse.py 0 → 100644
View file @ f1a7c766
import json
import logging
import requests
from apps.rag.search.main import SearchResult
from config import SRC_LOG_LEVELS, RAG_WEB_SEARCH_RESULT_COUNT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def search_google_pse(
api_key: str, search_engine_id: str, query: str
) -> list[SearchResult]:
"""Search using Google's Programmable Search Engine API and return the results as a list of SearchResult objects.
Args:
api_key (str): A Programmable Search Engine API key
search_engine_id (str): A Programmable Search Engine ID
query (str): The query to search for
"""
url = "https://www.googleapis.com/customsearch/v1"
headers = {"Content-Type": "application/json"}
params = {
"cx": search_engine_id,
"q": query,
"key": api_key,
"num": RAG_WEB_SEARCH_RESULT_COUNT,
}
response = requests.request("GET", url, headers=headers, params=params)
response.raise_for_status()
json_response = response.json()
results = json_response.get("items", [])
return [
SearchResult(
link=result["link"],
title=result.get("title"),
snippet=result.get("snippet"),
)
for result in results
]
backend/apps/rag/search/main.py 0 → 100644
View file @ f1a7c766
from typing import Optional
from pydantic import BaseModel
class SearchResult(BaseModel):
link: str
title: Optional[str]
snippet: Optional[str]
backend/apps/rag/search/searxng.py 0 → 100644
View file @ f1a7c766
import logging
import requests
from apps.rag.search.main import SearchResult
from config import SRC_LOG_LEVELS, RAG_WEB_SEARCH_RESULT_COUNT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def search_searxng(query_url: str, query: str) -> list[SearchResult]:
"""Search a SearXNG instance for a query and return the results as a list of SearchResult objects.
Args:
query_url (str): The URL of the SearXNG instance to search. Must contain "<query>" as a placeholder
query (str): The query to search for
"""
url = query_url.replace("<query>", query)
if "&format=json" not in url:
url += "&format=json"
log.debug(f"searching {url}")
r = requests.get(
url,
headers={
"User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot",
"Accept": "text/html",
"Accept-Encoding": "gzip, deflate",
"Accept-Language": "en-US,en;q=0.5",
"Connection": "keep-alive",
},
)
r.raise_for_status()
json_response = r.json()
results = json_response.get("results", [])
sorted_results = sorted(results, key=lambda x: x.get("score", 0), reverse=True)
return [
SearchResult(
link=result["url"], title=result.get("title"), snippet=result.get("content")
)
for result in sorted_results[:RAG_WEB_SEARCH_RESULT_COUNT]
]
backend/apps/rag/search/serper.py 0 → 100644
View file @ f1a7c766
import json
import logging
import requests
from apps.rag.search.main import SearchResult
from config import SRC_LOG_LEVELS, RAG_WEB_SEARCH_RESULT_COUNT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def search_serper(api_key: str, query: str) -> list[SearchResult]:
"""Search using serper.dev's API and return the results as a list of SearchResult objects.
Args:
api_key (str): A serper.dev API key
query (str): The query to search for
"""
url = "https://google.serper.dev/search"
payload = json.dumps({"q": query})
headers = {"X-API-KEY": api_key, "Content-Type": "application/json"}
response = requests.request("POST", url, headers=headers, data=payload)
response.raise_for_status()
json_response = response.json()
results = sorted(
json_response.get("organic", []), key=lambda x: x.get("position", 0)
)
return [
SearchResult(
link=result["link"],
title=result.get("title"),
snippet=result.get("description"),
)
for result in results[:RAG_WEB_SEARCH_RESULT_COUNT]
]
backend/apps/rag/search/serpstack.py 0 → 100644
View file @ f1a7c766
import json
import logging
import requests
from apps.rag.search.main import SearchResult
from config import SRC_LOG_LEVELS, RAG_WEB_SEARCH_RESULT_COUNT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
def search_serpstack(
api_key: str, query: str, https_enabled: bool = True
) -> list[SearchResult]:
"""Search using serpstack.com's and return the results as a list of SearchResult objects.
Args:
api_key (str): A serpstack.com API key
query (str): The query to search for
https_enabled (bool): Whether to use HTTPS or HTTP for the API request
"""
url = f"{'https' if https_enabled else 'http'}://api.serpstack.com/search"
headers = {"Content-Type": "application/json"}
params = {
"access_key": api_key,
"query": query,
}
response = requests.request("POST", url, headers=headers, params=params)
response.raise_for_status()
json_response = response.json()
results = sorted(
json_response.get("organic_results", []), key=lambda x: x.get("position", 0)
)
return [
SearchResult(
link=result["url"], title=result.get("title"), snippet=result.get("snippet")
)
for result in results[:RAG_WEB_SEARCH_RESULT_COUNT]
]
backend/apps/rag/search/testdata/brave.json 0 → 100644
View file @ f1a7c766
This diff is collapsed.
backend/apps/rag/search/testdata/google_pse.json 0 → 100644
View file @ f1a7c766
This diff is collapsed.
backend/apps/rag/search/testdata/searxng.json 0 → 100644
View file @ f1a7c766
{
"query": "python",
"number_of_results": 116000000,
"results": [
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"url": "https://www.python.org/",
"title": "Welcome to Python.org",
"content": "Python is a versatile and powerful language that lets you work quickly and integrate systems more effectively. Learn how to get started, download the latest version, access documentation, find jobs, and join the Python community.",
"engine": "bing",
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"template": "default.html",
"engines": ["bing", "qwant", "duckduckgo"],
"positions": [1, 1, 1],
"score": 9.0,
"category": "general"
},
{
"url": "https://wiki.nerdvpn.de/wiki/Python_(programming_language)",
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"engine": "bing",
"parsed_url": ["https", "wiki.nerdvpn.de", "/wiki/Python_(programming_language)", "", "", ""],
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"engines": ["bing", "qwant", "duckduckgo"],
"positions": [4, 3, 2],
"score": 3.25,
"category": "general"
},
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"url": "https://docs.python.org/3/tutorial/index.html",
"title": "The Python Tutorial \u2014 Python 3.12.3 documentation",
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{
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"url": "https://www.python.org/shell/",
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{
"title": "Online Python - IDE, Editor, Compiler, Interpreter",
"content": "Online Python IDE is a free online tool that lets you write, execute, and share Python code in the web browser. Learn about Python, its features, and its popularity as a general-purpose programming language for web development, data science, and more.",
"url": "https://www.online-python.com/",
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{
"url": "https://dictionary.cambridge.org/uk/dictionary/english/python",
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"content": "Apr 17, 2024 \u2014 \u0412\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f PYTHON: 1. a very large snake that kills animals for food by wrapping itself around them and crushing them\u2026. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435.",
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""
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"url": "https://www.codetoday.co.uk/code",
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{
"url": "https://anvil.works/",
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{
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{
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backend/apps/rag/search/testdata/serpstack.json 0 → 100644
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{
"attribute": "kc:/organization/organization:founded",
"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Des+Plaines\u0026si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqm_yqLtI_DBi5PXGOtg_Z3qrzzEP6mcih1nN7h5A7v6OefnEJiC7a8dBR-v9LxlRubfyR6vlMr3fZ3TmVKWwz9FRpvZb1eYNt-RM7KIDKQlwGEIgINvzhxjUrv6uxSmceduzxd8W7Pkz71XGwxF0F8OlSzHlx\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECG4QAg",
"name": "Founded: ",
"value": "April 15, 1955, Des Plaines, IL"
},
{
"attribute": "kc:/organization/organization:headquarters",
"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Chicago\u0026si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqm-46AEJ_kJbUIEvsvEEZqteiYJvXVXs2ScRNDvFFpjfeAaW3dxtpTGCgcsf5RMdi6IdzOdtjJMN3ZaFwqZOmdi7tC6r0Mh1O9bnP3HrVDB9hH02m7aA6f70dCAfTdpOFnGxDU6wVMAI5MxWBE3wTugtUDOK-\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHYQAg",
"name": "Headquarters: ",
"value": "Chicago, IL"
},
{
"attribute": "kc:/organization/organization:president",
"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Chris+Kempczinski\u0026si=ACC90nwLLwns5sISZcdzuISy7t-NHozt8Cbt6G3WNQfC9ekAgKFbjdEFCDgxLbt57EDZGosYDGiZuq1AcBhA6IhTOSZxfVSySuGQ3VDwmmTA7Z93n3K3596jAuZH9VVv5h8PyvKJSuGuSsQWviJTl3eKj2UL1ZIWuDgkjyVMnC47rN7j0G9PlHRCCLdQF7VDQ1gubTiC4onXqLRBTbwAj6a--PD6Jv_NoA%3D%3D\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHEQAg",
"name": "President: ",
"value": "Chris Kempczinski"
}
],
"website": "https://www.mcdonalds.com/us/en-us.html",
"profiles": [
{
"name": "Instagram",
"url": "https://www.instagram.com/McDonalds"
},
{
"name": "X (Twitter)",
"url": "https://twitter.com/McDonalds"
},
{
"name": "Facebook",
"url": "https://www.facebook.com/McDonaldsUS"
},
{
"name": "YouTube",
"url": "https://www.youtube.com/user/McDonaldsUS"
},
{
"name": "Pinterest",
"url": "https://www.pinterest.com/mcdonalds"
}
],
"founded": "April 15, 1955, Des Plaines, IL",
"headquarters": "Chicago, IL",
"founders": [
{
"name": "Ray Kroc",
"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Ray+Kroc\u0026si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-LxARWRdbk5SkoY2sDn5Qq7yOmqYGei6qZ7sfJhsjZXBPgjMlLbS7824rpJOm69GzqVWMdoNIZiFX2T4A2td14sZOn4a1BexZLtZXHU7NZdF6VsWbGMVuiSYtXdev7uaUjEJKumiwlqTAATTebOriYTEBuSzC\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHgQAg"
}
]
}
}
backend/apps/rag/utils.py
View file @ f1a7c766
...@@ -19,8 +19,24 @@ from langchain.retrievers import ( ...@@ -19,8 +19,24 @@ from langchain.retrievers import (
) )
from typing import Optional from typing import Optional
from config import SRC_LOG_LEVELS, CHROMA_CLIENT
from apps.rag.search.brave import search_brave
from apps.rag.search.google_pse import search_google_pse
from apps.rag.search.main import SearchResult
from apps.rag.search.searxng import search_searxng
from apps.rag.search.serper import search_serper
from apps.rag.search.serpstack import search_serpstack
from config import (
SRC_LOG_LEVELS,
CHROMA_CLIENT,
SEARXNG_QUERY_URL,
GOOGLE_PSE_API_KEY,
GOOGLE_PSE_ENGINE_ID,
BRAVE_SEARCH_API_KEY,
SERPSTACK_API_KEY,
SERPSTACK_HTTPS,
SERPER_API_KEY,
)
log = logging.getLogger(__name__) log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"]) log.setLevel(SRC_LOG_LEVELS["RAG"])
...@@ -520,3 +536,29 @@ class RerankCompressor(BaseDocumentCompressor): ...@@ -520,3 +536,29 @@ class RerankCompressor(BaseDocumentCompressor):
) )
final_results.append(doc) final_results.append(doc)
return final_results return final_results
def search_web(query: str) -> list[SearchResult]:
"""Search the web using a search engine and return the results as a list of SearchResult objects.
Will look for a search engine API key in environment variables in the following order:
- SEARXNG_QUERY_URL
- GOOGLE_PSE_API_KEY + GOOGLE_PSE_ENGINE_ID
- BRAVE_SEARCH_API_KEY
- SERPSTACK_API_KEY
- SERPER_API_KEY
Args:
query (str): The query to search for
"""
if SEARXNG_QUERY_URL:
return search_searxng(SEARXNG_QUERY_URL, query)
elif GOOGLE_PSE_API_KEY and GOOGLE_PSE_ENGINE_ID:
return search_google_pse(GOOGLE_PSE_API_KEY, GOOGLE_PSE_ENGINE_ID, query)
elif BRAVE_SEARCH_API_KEY:
return search_brave(BRAVE_SEARCH_API_KEY, query)
elif SERPSTACK_API_KEY:
return search_serpstack(SERPSTACK_API_KEY, query, https_enabled=SERPSTACK_HTTPS)
elif SERPER_API_KEY:
return search_serper(SERPER_API_KEY, query)
else:
raise Exception("No search engine API key found in environment variables")
backend/config.py
View file @ f1a7c766
...@@ -765,6 +765,25 @@ YOUTUBE_LOADER_LANGUAGE = PersistentConfig( ...@@ -765,6 +765,25 @@ YOUTUBE_LOADER_LANGUAGE = PersistentConfig(
os.getenv("YOUTUBE_LOADER_LANGUAGE", "en").split(","), os.getenv("YOUTUBE_LOADER_LANGUAGE", "en").split(","),
) )
SEARXNG_QUERY_URL = os.getenv("SEARXNG_QUERY_URL", "")
GOOGLE_PSE_API_KEY = os.getenv("GOOGLE_PSE_API_KEY", "")
GOOGLE_PSE_ENGINE_ID = os.getenv("GOOGLE_PSE_ENGINE_ID", "")
BRAVE_SEARCH_API_KEY = os.getenv("BRAVE_SEARCH_API_KEY", "")
SERPSTACK_API_KEY = os.getenv("SERPSTACK_API_KEY", "")
SERPSTACK_HTTPS = os.getenv("SERPSTACK_HTTPS", "True").lower() == "true"
SERPER_API_KEY = os.getenv("SERPER_API_KEY", "")
RAG_WEB_SEARCH_ENABLED = (
SEARXNG_QUERY_URL != ""
or (GOOGLE_PSE_API_KEY != "" and GOOGLE_PSE_ENGINE_ID != "")
or BRAVE_SEARCH_API_KEY != ""
or SERPSTACK_API_KEY != ""
or SERPER_API_KEY != ""
)
RAG_WEB_SEARCH_RESULT_COUNT = int(os.getenv("RAG_WEB_SEARCH_RESULT_COUNT", "10"))
RAG_WEB_SEARCH_CONCURRENT_REQUESTS = int(
os.getenv("RAG_WEB_SEARCH_CONCURRENT_REQUESTS", "10")
)
#################################### ####################################
# Transcribe # Transcribe
#################################### ####################################
......
backend/constants.py
View file @ f1a7c766
...@@ -80,3 +80,7 @@ class ERROR_MESSAGES(str, Enum): ...@@ -80,3 +80,7 @@ class ERROR_MESSAGES(str, Enum):
INVALID_URL = ( INVALID_URL = (
"Oops! The URL you provided is invalid. Please double-check and try again." "Oops! The URL you provided is invalid. Please double-check and try again."
) )
WEB_SEARCH_ERROR = (
"Oops! Something went wrong while searching the web. Please try again later."
)
backend/main.py
View file @ f1a7c766
...@@ -54,6 +54,7 @@ from config import ( ...@@ -54,6 +54,7 @@ from config import (
SRC_LOG_LEVELS, SRC_LOG_LEVELS,
WEBHOOK_URL, WEBHOOK_URL,
ENABLE_ADMIN_EXPORT, ENABLE_ADMIN_EXPORT,
RAG_WEB_SEARCH_ENABLED,
AppConfig, AppConfig,
WEBUI_BUILD_HASH, WEBUI_BUILD_HASH,
) )
...@@ -365,9 +366,10 @@ async def get_app_config(): ...@@ -365,9 +366,10 @@ async def get_app_config():
"auth": WEBUI_AUTH, "auth": WEBUI_AUTH,
"auth_trusted_header": bool(webui_app.state.AUTH_TRUSTED_EMAIL_HEADER), "auth_trusted_header": bool(webui_app.state.AUTH_TRUSTED_EMAIL_HEADER),
"enable_signup": webui_app.state.config.ENABLE_SIGNUP, "enable_signup": webui_app.state.config.ENABLE_SIGNUP,
"enable_websearch": RAG_WEB_SEARCH_ENABLED,
"enable_image_generation": images_app.state.config.ENABLED, "enable_image_generation": images_app.state.config.ENABLED,
"enable_admin_export": ENABLE_ADMIN_EXPORT,
"enable_community_sharing": webui_app.state.config.ENABLE_COMMUNITY_SHARING, "enable_community_sharing": webui_app.state.config.ENABLE_COMMUNITY_SHARING,
"enable_admin_export": ENABLE_ADMIN_EXPORT,
}, },
} }
......
src/lib/apis/openai/index.ts
View file @ f1a7c766
import { OPENAI_API_BASE_URL } from '$lib/constants'; import { OPENAI_API_BASE_URL } from '$lib/constants';
import { promptTemplate } from '$lib/utils'; import { promptTemplate } from '$lib/utils';
import { type Model, models, settings } from '$lib/stores';
export const getOpenAIConfig = async (token: string = '') => { export const getOpenAIConfig = async (token: string = '') => {
let error = null; let error = null;
...@@ -391,3 +392,119 @@ export const generateTitle = async ( ...@@ -391,3 +392,119 @@ export const generateTitle = async (
return res?.choices[0]?.message?.content.replace(/["']/g, '') ?? 'New Chat'; return res?.choices[0]?.message?.content.replace(/["']/g, '') ?? 'New Chat';
}; };
export const generateSearchQuery = async (
token: string = '',
model: string,
previousMessages: string[],
prompt: string,
url: string = OPENAI_API_BASE_URL
): Promise<string | undefined> => {
let error = null;
// TODO: Allow users to specify the prompt
// Get the current date in the format "January 20, 2024"
const currentDate = new Intl.DateTimeFormat('en-US', {
year: 'numeric',
month: 'long',
day: '2-digit'
}).format(new Date());
const yesterdayDate = new Intl.DateTimeFormat('en-US', {
year: 'numeric',
month: 'long',
day: '2-digit'
}).format(new Date());
const res = await fetch(`${url}/chat/completions`, {
method: 'POST',
headers: {
Accept: 'application/json',
'Content-Type': 'application/json',
Authorization: `Bearer ${token}`
},
body: JSON.stringify({
model: model,
// Few shot prompting
messages: [
{
role: 'assistant',
content: `You are tasked with generating web search queries. Give me an appropriate query to answer my question for google search. Answer with only the query. Today is ${currentDate}.`
},
{
role: 'user',
content: `Previous Questions:
- Who is the president of France?
Current Question: What about Mexico?`
},
{
role: 'assistant',
content: 'President of Mexico'
},
{
role: 'user',
content: `Previous questions:
- When is the next formula 1 grand prix?
Current Question: Where is it being hosted?`
},
{
role: 'assistant',
content: 'location of next formula 1 grand prix'
},
{
role: 'user',
content: 'Current Question: What type of printhead does the Epson F2270 DTG printer use?'
},
{
role: 'assistant',
content: 'Epson F2270 DTG printer printhead'
},
{
role: 'user',
content: 'What were the news yesterday?'
},
{
role: 'assistant',
content: `news ${yesterdayDate}`
},
{
role: 'user',
content: 'What is the current weather in Paris?'
},
{
role: 'assistant',
content: `weather in Paris ${currentDate}`
},
{
role: 'user',
content:
(previousMessages.length > 0
? `Previous Questions:\n${previousMessages.join('\n')}\n\n`
: '') + `Current Question: ${prompt}`
}
],
stream: false,
// Restricting the max tokens to 30 to avoid long search queries
max_tokens: 30
})
})
.then(async (res) => {
if (!res.ok) throw await res.json();
return res.json();
})
.catch((err) => {
console.log(err);
if ('detail' in err) {
error = err.detail;
}
return undefined;
});
if (error) {
throw error;
}
return res?.choices[0]?.message?.content.replace(/["']/g, '') ?? undefined;
};
src/lib/apis/rag/index.ts
View file @ f1a7c766
...@@ -513,3 +513,35 @@ export const updateRerankingConfig = async (token: string, payload: RerankingMod ...@@ -513,3 +513,35 @@ export const updateRerankingConfig = async (token: string, payload: RerankingMod
return res; return res;
}; };
export const runWebSearch = async (
token: string,
query: string,
collection_name?: string
): Promise<SearchDocument | undefined> => {
return await fetch(`${RAG_API_BASE_URL}/websearch`, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${token}`
},
body: JSON.stringify({
query,
collection_name: collection_name ?? ''
})
})
.then(async (res) => {
if (!res.ok) throw await res.json();
return res.json();
})
.catch((err) => {
console.log(err);
return undefined;
});
};
export interface SearchDocument {
status: boolean;
collection_name: string;
filenames: string[];
}
src/lib/components/chat/Chat.svelte
View file @ f1a7c766
...@@ -31,7 +31,11 @@ ...@@ -31,7 +31,11 @@
getTagsById, getTagsById,
updateChatById updateChatById
} from '$lib/apis/chats'; } from '$lib/apis/chats';
import { generateOpenAIChatCompletion, generateTitle } from '$lib/apis/openai'; import {
generateOpenAIChatCompletion,
generateSearchQuery,
generateTitle
} from '$lib/apis/openai';
import MessageInput from '$lib/components/chat/MessageInput.svelte'; import MessageInput from '$lib/components/chat/MessageInput.svelte';
import Messages from '$lib/components/chat/Messages.svelte'; import Messages from '$lib/components/chat/Messages.svelte';
...@@ -41,9 +45,11 @@ ...@@ -41,9 +45,11 @@
import { queryMemory } from '$lib/apis/memories'; import { queryMemory } from '$lib/apis/memories';
import type { Writable } from 'svelte/store'; import type { Writable } from 'svelte/store';
import type { i18n as i18nType } from 'i18next'; import type { i18n as i18nType } from 'i18next';
import { runWebSearch } from '$lib/apis/rag';
import Banner from '../common/Banner.svelte'; import Banner from '../common/Banner.svelte';
import { getUserSettings } from '$lib/apis/users'; import { getUserSettings } from '$lib/apis/users';
const i18n: Writable<i18nType> = getContext('i18n'); const i18n: Writable<i18nType> = getContext('i18n');
export let chatIdProp = ''; export let chatIdProp = '';
...@@ -60,6 +66,8 @@ ...@@ -60,6 +66,8 @@
let selectedModels = ['']; let selectedModels = [''];
let atSelectedModel: Model | undefined; let atSelectedModel: Model | undefined;
let useWebSearch = false;
let chat = null; let chat = null;
let tags = []; let tags = [];
...@@ -399,6 +407,10 @@ ...@@ -399,6 +407,10 @@
} }
responseMessage.userContext = userContext; responseMessage.userContext = userContext;
if (useWebSearch) {
await runWebSearchForPrompt(model.id, parentId, responseMessageId);
}
if (model?.owned_by === 'openai') { if (model?.owned_by === 'openai') {
await sendPromptOpenAI(model, prompt, responseMessageId, _chatId); await sendPromptOpenAI(model, prompt, responseMessageId, _chatId);
} else if (model) { } else if (model) {
...@@ -413,6 +425,41 @@ ...@@ -413,6 +425,41 @@
await chats.set(await getChatList(localStorage.token)); await chats.set(await getChatList(localStorage.token));
}; };
const runWebSearchForPrompt = async (model: string, parentId: string, responseId: string) => {
const responseMessage = history.messages[responseId];
responseMessage.progress = $i18n.t('Generating search query');
messages = messages;
const searchQuery = await generateChatSearchQuery(model, parentId);
if (!searchQuery) {
toast.warning($i18n.t('No search query generated'));
responseMessage.progress = undefined;
messages = messages;
return;
}
responseMessage.progress = $i18n.t("Searching the web for '{{searchQuery}}'", { searchQuery });
messages = messages;
const searchDocument = await runWebSearch(localStorage.token, searchQuery);
if (searchDocument === undefined) {
toast.warning($i18n.t('No search results found'));
responseMessage.progress = undefined;
messages = messages;
return;
}
if (!responseMessage.files) {
responseMessage.files = [];
}
responseMessage.files.push({
collection_name: searchDocument.collection_name,
name: searchQuery,
type: 'websearch',
upload_status: true,
error: '',
urls: searchDocument.filenames
});
responseMessage.progress = undefined;
messages = messages;
};
const sendPromptOllama = async (model, userPrompt, responseMessageId, _chatId) => { const sendPromptOllama = async (model, userPrompt, responseMessageId, _chatId) => {
model = model.id; model = model.id;
const responseMessage = history.messages[responseMessageId]; const responseMessage = history.messages[responseMessageId];
...@@ -475,7 +522,7 @@ ...@@ -475,7 +522,7 @@
const docs = messages const docs = messages
.filter((message) => message?.files ?? null) .filter((message) => message?.files ?? null)
.map((message) => .map((message) =>
message.files.filter((item) => item.type === 'doc' || item.type === 'collection') message.files.filter((item) => ['doc', 'collection', 'websearch'].includes(item.type))
) )
.flat(1); .flat(1);
...@@ -671,7 +718,7 @@ ...@@ -671,7 +718,7 @@
const docs = messages const docs = messages
.filter((message) => message?.files ?? null) .filter((message) => message?.files ?? null)
.map((message) => .map((message) =>
message.files.filter((item) => item.type === 'doc' || item.type === 'collection') message.files.filter((item) => ['doc', 'collection', 'websearch'].includes(item.type))
) )
.flat(1); .flat(1);
...@@ -957,6 +1004,29 @@ ...@@ -957,6 +1004,29 @@
} }
}; };
const generateChatSearchQuery = async (modelId: string, messageId: string) => {
const model = $models.find((model) => model.id === modelId);
const taskModelId =
model?.external ?? false
? $settings?.title?.modelExternal ?? modelId
: $settings?.title?.model ?? modelId;
const taskModel = $models.find((model) => model.id === taskModelId);
const userMessage = history.messages[messageId];
const userPrompt = userMessage.content;
const previousMessages = messages
.filter((message) => message.role === 'user')
.map((message) => message.content);
return await generateSearchQuery(
localStorage.token,
taskModelId,
previousMessages,
userPrompt,
taskModel?.owned_by === 'openai' ?? false
? `${OPENAI_API_BASE_URL}`
: `${OLLAMA_API_BASE_URL}/v1`
);
};
const setChatTitle = async (_chatId, _title) => { const setChatTitle = async (_chatId, _title) => {
if (_chatId === $chatId) { if (_chatId === $chatId) {
title = _title; title = _title;
...@@ -1081,10 +1151,12 @@ ...@@ -1081,10 +1151,12 @@
bind:files bind:files
bind:prompt bind:prompt
bind:autoScroll bind:autoScroll
bind:useWebSearch
bind:atSelectedModel bind:atSelectedModel
{selectedModels} {selectedModels}
{messages} {messages}
{submitPrompt} {submitPrompt}
{stopResponse} {stopResponse}
webSearchAvailable={$config.enable_websearch ?? false}
/> />
{/if} {/if}
src/lib/components/chat/MessageInput.svelte
View file @ f1a7c766
...@@ -49,6 +49,9 @@ ...@@ -49,6 +49,9 @@
export let fileUploadEnabled = true; export let fileUploadEnabled = true;
export let speechRecognitionEnabled = true; export let speechRecognitionEnabled = true;
export let webSearchAvailable = false;
export let useWebSearch = false;
export let prompt = ''; export let prompt = '';
export let messages = []; export let messages = [];
...@@ -971,6 +974,75 @@ ...@@ -971,6 +974,75 @@
<div class="self-end mb-2 flex space-x-1 mr-1"> <div class="self-end mb-2 flex space-x-1 mr-1">
{#if messages.length == 0 || messages.at(-1).done == true} {#if messages.length == 0 || messages.at(-1).done == true}
{#if webSearchAvailable}
<Tooltip
content={useWebSearch
? $i18n.t('Web Search Enabled')
: $i18n.t('Web Search Disabled')}
>
{#if useWebSearch}
<button
id="toggle-websearch-button"
class=" text-gray-600 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-850 transition rounded-full p-1.5 mr-0.5 self-center"
type="button"
on:click={() => {
useWebSearch = !useWebSearch;
}}
>
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 24 24"
fill="currentColor"
class="w-5 h-5 translate-y-[0.5px]"
>
<path
d="M21.721 12.752a9.711 9.711 0 0 0-.945-5.003 12.754 12.754 0 0 1-4.339 2.708 18.991 18.991 0 0 1-.214 4.772 17.165 17.165 0 0 0 5.498-2.477ZM14.634 15.55a17.324 17.324 0 0 0 .332-4.647c-.952.227-1.945.347-2.966.347-1.021 0-2.014-.12-2.966-.347a17.515 17.515 0 0 0 .332 4.647 17.385 17.385 0 0 0 5.268 0ZM9.772 17.119a18.963 18.963 0 0 0 4.456 0A17.182 17.182 0 0 1 12 21.724a17.18 17.18 0 0 1-2.228-4.605ZM7.777 15.23a18.87 18.87 0 0 1-.214-4.774 12.753 12.753 0 0 1-4.34-2.708 9.711 9.711 0 0 0-.944 5.004 17.165 17.165 0 0 0 5.498 2.477ZM21.356 14.752a9.765 9.765 0 0 1-7.478 6.817 18.64 18.64 0 0 0 1.988-4.718 18.627 18.627 0 0 0 5.49-2.098ZM2.644 14.752c1.682.971 3.53 1.688 5.49 2.099a18.64 18.64 0 0 0 1.988 4.718 9.765 9.765 0 0 1-7.478-6.816ZM13.878 2.43a9.755 9.755 0 0 1 6.116 3.986 11.267 11.267 0 0 1-3.746 2.504 18.63 18.63 0 0 0-2.37-6.49ZM12 2.276a17.152 17.152 0 0 1 2.805 7.121c-.897.23-1.837.353-2.805.353-.968 0-1.908-.122-2.805-.353A17.151 17.151 0 0 1 12 2.276ZM10.122 2.43a18.629 18.629 0 0 0-2.37 6.49 11.266 11.266 0 0 1-3.746-2.504 9.754 9.754 0 0 1 6.116-3.985Z"
/>
</svg>
</button>
{:else}
<button
id="toggle-websearch-button"
class=" {useWebSearch
? 'text-gray-600 dark:text-gray-300'
: 'text-gray-300 dark:text-gray-600 disabled'} hover:bg-gray-50 dark:hover:bg-gray-850 transition rounded-full p-1.5 mr-0.5 self-center"
type="button"
on:click={() => {
useWebSearch = !useWebSearch;
}}
>
{#if useWebSearch}
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 24 24"
fill="currentColor"
class="w-5 h-5 translate-y-[0.5px]"
>
<path
d="M21.721 12.752a9.711 9.711 0 0 0-.945-5.003 12.754 12.754 0 0 1-4.339 2.708 18.991 18.991 0 0 1-.214 4.772 17.165 17.165 0 0 0 5.498-2.477ZM14.634 15.55a17.324 17.324 0 0 0 .332-4.647c-.952.227-1.945.347-2.966.347-1.021 0-2.014-.12-2.966-.347a17.515 17.515 0 0 0 .332 4.647 17.385 17.385 0 0 0 5.268 0ZM9.772 17.119a18.963 18.963 0 0 0 4.456 0A17.182 17.182 0 0 1 12 21.724a17.18 17.18 0 0 1-2.228-4.605ZM7.777 15.23a18.87 18.87 0 0 1-.214-4.774 12.753 12.753 0 0 1-4.34-2.708 9.711 9.711 0 0 0-.944 5.004 17.165 17.165 0 0 0 5.498 2.477ZM21.356 14.752a9.765 9.765 0 0 1-7.478 6.817 18.64 18.64 0 0 0 1.988-4.718 18.627 18.627 0 0 0 5.49-2.098ZM2.644 14.752c1.682.971 3.53 1.688 5.49 2.099a18.64 18.64 0 0 0 1.988 4.718 9.765 9.765 0 0 1-7.478-6.816ZM13.878 2.43a9.755 9.755 0 0 1 6.116 3.986 11.267 11.267 0 0 1-3.746 2.504 18.63 18.63 0 0 0-2.37-6.49ZM12 2.276a17.152 17.152 0 0 1 2.805 7.121c-.897.23-1.837.353-2.805.353-.968 0-1.908-.122-2.805-.353A17.151 17.151 0 0 1 12 2.276ZM10.122 2.43a18.629 18.629 0 0 0-2.37 6.49 11.266 11.266 0 0 1-3.746-2.504 9.754 9.754 0 0 1 6.116-3.985Z"
/>
</svg>
{:else}
<svg
xmlns="http://www.w3.org/2000/svg"
fill="none"
viewBox="0 0 24 24"
stroke-width="1.5"
stroke="currentColor"
class="w-5 h-5 translate-y-[0.5px]"
>
<path
stroke-linecap="round"
stroke-linejoin="round"
d="M12 21a9.004 9.004 0 0 0 8.716-6.747M12 21a9.004 9.004 0 0 1-8.716-6.747M12 21c2.485 0 4.5-4.03 4.5-9S14.485 3 12 3m0 18c-2.485 0-4.5-4.03-4.5-9S9.515 3 12 3m0 0a8.997 8.997 0 0 1 7.843 4.582M12 3a8.997 8.997 0 0 0-7.843 4.582m15.686 0A11.953 11.953 0 0 1 12 10.5c-2.998 0-5.74-1.1-7.843-2.918m15.686 0A8.959 8.959 0 0 1 21 12c0 .778-.099 1.533-.284 2.253m0 0A17.919 17.919 0 0 1 12 16.5c-3.162 0-6.133-.815-8.716-2.247m0 0A9.015 9.015 0 0 1 3 12c0-1.605.42-3.113 1.157-4.418"
/>
</svg>
{/if}
</button>
{/if}
</Tooltip>
{/if}
<Tooltip content={$i18n.t('Record voice')}> <Tooltip content={$i18n.t('Record voice')}>
{#if speechRecognitionEnabled} {#if speechRecognitionEnabled}
<button <button
......
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