diff --git a/README.md b/README.md index f3cfe0d27..c178eaa66 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,7 @@ Open WebUI is an [extensible](https://github.com/open-webui/pipelines), feature- - 📚 **Local RAG Integration**: Dive into the future of chat interactions with groundbreaking Retrieval Augmented Generation (RAG) support. This feature seamlessly integrates document interactions into your chat experience. You can load documents directly into the chat or add files to your document library, effortlessly accessing them using the `#` command before a query. -- 🔍 **Web Search for RAG**: Perform web searches using providers like `SearXNG`, `Google PSE`, `Brave Search`, `serpstack`, `serper`, `Serply`, `DuckDuckGo` and `TavilySearch` and inject the results directly into your chat experience. +- 🔍 **Web Search for RAG**: Perform web searches using providers like `SearXNG`, `Google PSE`, `Brave Search`, `serpstack`, `serper`, `Serply`, `DuckDuckGo`, `TavilySearch` and `SearchApi` and inject the results directly into your chat experience. - 🌐 **Web Browsing Capability**: Seamlessly integrate websites into your chat experience using the `#` command followed by a URL. This feature allows you to incorporate web content directly into your conversations, enhancing the richness and depth of your interactions. diff --git a/backend/apps/rag/main.py b/backend/apps/rag/main.py index c3cee8dcc..bb6149e05 100644 --- a/backend/apps/rag/main.py +++ b/backend/apps/rag/main.py @@ -76,6 +76,7 @@ from apps.rag.search.serply import search_serply from apps.rag.search.duckduckgo import search_duckduckgo from apps.rag.search.tavily import search_tavily from apps.rag.search.jina_search import search_jina +from apps.rag.search.searchapi import search_searchapi from utils.misc import ( calculate_sha256, @@ -128,6 +129,8 @@ from config import ( SERPER_API_KEY, SERPLY_API_KEY, TAVILY_API_KEY, + SEARCHAPI_API_KEY, + SEARCHAPI_ENGINE, RAG_WEB_SEARCH_RESULT_COUNT, RAG_WEB_SEARCH_CONCURRENT_REQUESTS, RAG_EMBEDDING_OPENAI_BATCH_SIZE, @@ -189,6 +192,8 @@ app.state.config.SERPSTACK_HTTPS = SERPSTACK_HTTPS app.state.config.SERPER_API_KEY = SERPER_API_KEY app.state.config.SERPLY_API_KEY = SERPLY_API_KEY app.state.config.TAVILY_API_KEY = TAVILY_API_KEY +app.state.config.SEARCHAPI_API_KEY = SEARCHAPI_API_KEY +app.state.config.SEARCHAPI_ENGINE = SEARCHAPI_ENGINE app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = RAG_WEB_SEARCH_RESULT_COUNT app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = RAG_WEB_SEARCH_CONCURRENT_REQUESTS @@ -427,6 +432,8 @@ async def get_rag_config(user=Depends(get_admin_user)): "serper_api_key": app.state.config.SERPER_API_KEY, "serply_api_key": app.state.config.SERPLY_API_KEY, "tavily_api_key": app.state.config.TAVILY_API_KEY, + "searchapi_api_key": app.state.config.SEARCHAPI_API_KEY, + "seaarchapi_engine": app.state.config.SEARCHAPI_ENGINE, "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT, "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS, }, @@ -466,6 +473,8 @@ class WebSearchConfig(BaseModel): serper_api_key: Optional[str] = None serply_api_key: Optional[str] = None tavily_api_key: Optional[str] = None + searchapi_api_key: Optional[str] = None + searchapi_engine: Optional[str] = None result_count: Optional[int] = None concurrent_requests: Optional[int] = None @@ -529,6 +538,10 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_ app.state.config.SERPER_API_KEY = form_data.web.search.serper_api_key app.state.config.SERPLY_API_KEY = form_data.web.search.serply_api_key app.state.config.TAVILY_API_KEY = form_data.web.search.tavily_api_key + app.state.config.SEARCHAPI_API_KEY = form_data.web.search.searchapi_api_key + app.state.config.SEARCHAPI_ENGINE = ( + form_data.web.search.searchapi_engine + ) app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = form_data.web.search.result_count app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = ( form_data.web.search.concurrent_requests @@ -566,6 +579,8 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_ "serpstack_https": app.state.config.SERPSTACK_HTTPS, "serper_api_key": app.state.config.SERPER_API_KEY, "serply_api_key": app.state.config.SERPLY_API_KEY, + "serachapi_api_key": app.state.config.SEARCHAPI_API_KEY, + "searchapi_engine": app.state.config.SEARCHAPI_ENGINE, "tavily_api_key": app.state.config.TAVILY_API_KEY, "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT, "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS, @@ -817,6 +832,7 @@ def search_web(engine: str, query: str) -> list[SearchResult]: - SERPER_API_KEY - SERPLY_API_KEY - TAVILY_API_KEY + - SEARCHAPI_API_KEY + SEARCHAPI_ENGINE (by default `google`) Args: query (str): The query to search for """ @@ -904,6 +920,17 @@ def search_web(engine: str, query: str) -> list[SearchResult]: ) else: raise Exception("No TAVILY_API_KEY found in environment variables") + elif engine == "searchapi": + if app.state.config.SEARCHAPI_API_KEY: + return search_searchapi( + app.state.config.SEARCHAPI_API_KEY, + app.state.config.SEARCHAPI_ENGINE, + query, + app.state.config.RAG_WEB_SEARCH_RESULT_COUNT, + app.state.config.RAG_WEB_SEARCH_DOMAIN_FILTER_LIST, + ) + else: + raise Exception("No SEARCHAPI_API_KEY found in environment variables") elif engine == "jina": return search_jina(query, app.state.config.RAG_WEB_SEARCH_RESULT_COUNT) else: diff --git a/backend/apps/rag/search/main.py b/backend/apps/rag/search/main.py index 49056f1fd..f06b30505 100644 --- a/backend/apps/rag/search/main.py +++ b/backend/apps/rag/search/main.py @@ -8,7 +8,8 @@ def get_filtered_results(results, filter_list): return results filtered_results = [] for result in results: - domain = urlparse(result["url"]).netloc + url = result.get("url") or result.get("link", "") + domain = urlparse(url).netloc if any(domain.endswith(filtered_domain) for filtered_domain in filter_list): filtered_results.append(result) return filtered_results diff --git a/backend/apps/rag/search/searchapi.py b/backend/apps/rag/search/searchapi.py new file mode 100644 index 000000000..406fc9559 --- /dev/null +++ b/backend/apps/rag/search/searchapi.py @@ -0,0 +1,50 @@ +import json +import logging +from typing import Optional +import requests +from urllib.parse import urlencode + +from apps.rag.search.main import SearchResult, get_filtered_results +from config import SRC_LOG_LEVELS + +log = logging.getLogger(__name__) +log.setLevel(SRC_LOG_LEVELS["RAG"]) + +def search_searchapi( + api_key: str, engine: str, query: str, count: int, filter_list: Optional[list[str]] = None +) -> list[SearchResult]: + """Search using searchapi.io's API and return the results as a list of SearchResult objects. + + Args: + api_key (str): A searchapi.io API key + query (str): The query to search for + """ + url = "https://www.searchapi.io/api/v1/search" + + engine = engine or "google" + + payload = { + "engine": engine, + "q": query, + "api_key": api_key + } + + url = f"{url}?{urlencode(payload)}" + response = requests.request("GET", url) + + json_response = response.json() + log.info(f"results from searchapi search: {json_response}") + + results = sorted( + json_response.get("organic_results", []), key=lambda x: x.get("position", 0) + ) + if filter_list: + results = get_filtered_results(results, filter_list) + return [ + SearchResult( + link=result["link"], + title=result["title"], + snippet=result["snippet"] + ) + for result in results[:count] + ] diff --git a/backend/apps/rag/search/testdata/searchapi.json b/backend/apps/rag/search/testdata/searchapi.json new file mode 100644 index 000000000..40c7ef9b2 --- /dev/null +++ b/backend/apps/rag/search/testdata/searchapi.json @@ -0,0 +1,383 @@ +{ + "search_metadata": { + "id": "search_VW19X7MebbAtdMwoQe68NbDz", + "status": "Success", + "created_at": "2024-08-27T13:43:20Z", + "request_time_taken": 0.6, + "parsing_time_taken": 0.72, + "total_time_taken": 1.32, + "request_url": "https://www.google.com/search?q=chatgpt&oq=chatgpt&gl=us&hl=en&ie=UTF-8", + "html_url": "https://www.searchapi.io/api/v1/searches/search_VW19X7MebbAtdMwoQe68NbDz.html", + "json_url": "https://www.searchapi.io/api/v1/searches/search_VW19X7MebbAtdMwoQe68NbDz" + }, + "search_parameters": { + "engine": "google", + "q": "chatgpt", + "device": "desktop", + "google_domain": "google.com", + "hl": "en", + "gl": "us" + }, + "search_information": { + "query_displayed": "chatgpt", + "total_results": 1010000000, + "time_taken_displayed": 0.37, + "detected_location": "United States" + }, + "knowledge_graph": { + "kgmid": "/g/11khcfz0y2", + "knowledge_graph_type": "Kp3 verticals", + "title": "ChatGPT", + "type": "Software", + "description": "ChatGPT is a chatbot and virtual assistant developed by OpenAI and launched on November 30, 2022. Based on large language models, it enables users to refine and steer a conversation towards a desired length, format, style, level of detail, and language.", + "source": { + "name": "Wikipedia", + "link": "https://en.wikipedia.org/wiki/ChatGPT" + }, + "developer": "OpenAI, Microsoft", + "developer_links": [ + { + "text": "OpenAI", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=OpenAI&si=ACC90nwLLwns5sISZcdzuISy7t-NHozt8Cbt6G3WNQfC9ekAgItjbuK5dmA2L3ta2Ero3Ypd_sib6W4Pr5sCi7O_W3yzdqxwyrjzsYeYOtNg2ogL1xVq9TKwgD48tL7rygfkRfNyy4k-R5yQgywoFukoCUths6NdRX69gl50cvd6dpZcMzVelCxT7mxXlRchl6XkueG326znDiZL-ODNOysdnCc4XoeAQUFtbaVjja6Vc7WkQF4X8rUdbDKPVU9WyLOV765d8Y777kMI7-nXGGyD7xXJX5E3HA%3D%3D&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQmxMoAHoECD0QAg" + }, + { + "text": "Microsoft", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=Microsoft&si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqm-SdjhIP74XAMBYys4zy1Z9yzXEom04F9Qy-tMOt2d-L6jIC5cXse6I528G870-4sF-DZYAPj0F1HoGTUOqpWuP7jbEPm3w_-mCH0wVgBHBGCgxRrCaUn8_k2-aga9V9JD6hkq2kM8zVmERCqCM8rqo3bNfbPdJ-baTq4w8Pkxdan3K--CfOtXX--lTjJtO6BnfG2RdpY_jBfy3uZZ7DeAE4-P4rvKuty6UL6le4dqqDt-kLQA%3D%3D&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQmxMoAXoECD0QAw" + } + ], + "initial_release_date": "November 30, 2022", + "programming_language": "Python", + "programming_language_links": [ + { + "text": "Python", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=Python&si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqmwbtPHPEcZi5JOYKaqe_iu1m4TVPotntrDVKbuXCkoFhx-K-Dp6PbewOILPFWjhDofHha-WRuSQCgY7LnBkzXtVH7pxiRdHONv3wpVsflGBg_EdTHCxOnyWt1nDgBmCjsfchXU7DKtJq159-V0-seE_cp7VV&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQmxMoAHoECDYQAg" + } + ], + "engine": "GPT-4; GPT-4o; GPT-4o mini", + 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+ } + ], + "inline_videos_more_link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&tbm=vid&q=chatgpt&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ8ccDegQIIhAH", + "related_searches": [ + { + "query": "ChatGPT login", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+login&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhUEAE" + }, + { + "query": "ChatGPT free", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+free&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhXEAE" + }, + { + "query": "ChatGPT 4", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+4&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhREAE" + }, + { + "query": "ChatGPT app", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+app&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhQEAE" + }, + { + "query": "ChatGPT download", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+download&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhPEAE" + }, + { + "query": "ChatGPT OpenAI", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+OpenAI&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhOEAE" + }, + { + "query": "ChatGPT website", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+website&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhVEAE" + }, + { + "query": "ChatGPT free online", + "link": "https://www.google.com/search?sca_esv=acb05f42373aaad6&gl=us&hl=en&q=ChatGPT+free+online&sa=X&ved=2ahUKEwi17_rnppWIAxX2rokEHfAoEzYQ1QJ6BAhWEAE" + } + ], + "pagination": { + "current": 1, + "next": "https://www.google.com/search?q=chatgpt&oq=chatgpt&gl=us&hl=en&start=10&ie=UTF-8" + } +} diff --git a/backend/config.py b/backend/config.py index 9cdcbe474..b9c387cf7 100644 --- a/backend/config.py +++ b/backend/config.py @@ -1237,6 +1237,18 @@ TAVILY_API_KEY = PersistentConfig( os.getenv("TAVILY_API_KEY", ""), ) +SEARCHAPI_API_KEY = PersistentConfig( + "SEARCHAPI_API_KEY", + "rag.web.search.searchapi_api_key", + os.getenv("SEARCHAPI_API_KEY", ""), +) + +SEARCHAPI_ENGINE = PersistentConfig( + "SEARCHAPI_ENGINE", + "rag.web.search.searchapi_engine", + os.getenv("SEARCHAPI_ENGINE", ""), +) + RAG_WEB_SEARCH_RESULT_COUNT = PersistentConfig( "RAG_WEB_SEARCH_RESULT_COUNT", "rag.web.search.result_count", diff --git a/src/lib/components/admin/Settings/WebSearch.svelte b/src/lib/components/admin/Settings/WebSearch.svelte index 1e5531dd8..15eba096b 100644 --- a/src/lib/components/admin/Settings/WebSearch.svelte +++ b/src/lib/components/admin/Settings/WebSearch.svelte @@ -19,6 +19,7 @@ 'serpstack', 'serper', 'serply', + 'searchapi', 'duckduckgo', 'tavily', 'jina' @@ -182,6 +183,34 @@ bind:value={webConfig.search.serply_api_key} /> + {:else if webConfig.search.engine === 'searchapi'} +
+
+ {$i18n.t('SearchApi API Key')} +
+ + +
+
+
+ {$i18n.t('SearchApi Engine')} +
+ +
+
+ +
+
+
{:else if webConfig.search.engine === 'tavily'}