From 501ff7a98bb874007ea1645d9fa371f75ae81f1a Mon Sep 17 00:00:00 2001 From: Jun Siang Cheah Date: Mon, 6 May 2024 12:27:46 +0800 Subject: [PATCH] feat: backend implementation of various search APIs --- backend/apps/rag/search/brave.py | 37 + backend/apps/rag/search/google_pse.py | 43 + backend/apps/rag/search/main.py | 9 + backend/apps/rag/search/searxng.py | 44 + backend/apps/rag/search/serper.py | 39 + backend/apps/rag/search/serpstack.py | 43 + backend/apps/rag/search/testdata/brave.json | 1000 +++++++++++++++++ .../apps/rag/search/testdata/google_pse.json | 442 ++++++++ backend/apps/rag/search/testdata/searxng.json | 805 +++++++++++++ backend/apps/rag/search/testdata/serper.json | 190 ++++ .../apps/rag/search/testdata/serpstack.json | 278 +++++ backend/apps/rag/utils.py | 50 +- backend/config.py | 8 + 13 files changed, 2987 insertions(+), 1 deletion(-) create mode 100644 backend/apps/rag/search/brave.py create mode 100644 backend/apps/rag/search/google_pse.py create mode 100644 backend/apps/rag/search/main.py create mode 100644 backend/apps/rag/search/searxng.py create mode 100644 backend/apps/rag/search/serper.py create mode 100644 backend/apps/rag/search/serpstack.py create mode 100644 backend/apps/rag/search/testdata/brave.json create mode 100644 backend/apps/rag/search/testdata/google_pse.json create mode 100644 backend/apps/rag/search/testdata/searxng.json create mode 100644 backend/apps/rag/search/testdata/serper.json create mode 100644 backend/apps/rag/search/testdata/serpstack.json diff --git a/backend/apps/rag/search/brave.py b/backend/apps/rag/search/brave.py new file mode 100644 index 000000000..1ead43e53 --- /dev/null +++ b/backend/apps/rag/search/brave.py @@ -0,0 +1,37 @@ +import logging + +import requests + +from apps.rag.search.main import SearchResult +from config import SRC_LOG_LEVELS + +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": 5} + + 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[:5] + ] diff --git a/backend/apps/rag/search/google_pse.py b/backend/apps/rag/search/google_pse.py new file mode 100644 index 000000000..ac637853d --- /dev/null +++ b/backend/apps/rag/search/google_pse.py @@ -0,0 +1,43 @@ +import json +import logging + +import requests + +from apps.rag.search.main import SearchResult +from config import SRC_LOG_LEVELS + +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": 5, + } + + response = requests.request("POST", url, headers=headers, params=params) + response.raise_for_status() + + json_response = response.json() + results = json_response.get("items", []) + return [ + SearchResult( + link=result["url"], title=result.get("title"), snippet=result.get("snippet") + ) + for result in results + ] diff --git a/backend/apps/rag/search/main.py b/backend/apps/rag/search/main.py new file mode 100644 index 000000000..b5478f949 --- /dev/null +++ b/backend/apps/rag/search/main.py @@ -0,0 +1,9 @@ +from typing import Optional + +from pydantic import BaseModel + + +class SearchResult(BaseModel): + link: str + title: Optional[str] + snippet: Optional[str] diff --git a/backend/apps/rag/search/searxng.py b/backend/apps/rag/search/searxng.py new file mode 100644 index 000000000..f04b61186 --- /dev/null +++ b/backend/apps/rag/search/searxng.py @@ -0,0 +1,44 @@ +import logging + +import requests + +from apps.rag.search.main import SearchResult +from config import SRC_LOG_LEVELS + +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 "" as a placeholder + query (str): The query to search for + """ + url = query_url.replace("", 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[:5] + ] diff --git a/backend/apps/rag/search/serper.py b/backend/apps/rag/search/serper.py new file mode 100644 index 000000000..b40ea6053 --- /dev/null +++ b/backend/apps/rag/search/serper.py @@ -0,0 +1,39 @@ +import json +import logging + +import requests + +from apps.rag.search.main import SearchResult +from config import SRC_LOG_LEVELS + +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["url"], + title=result.get("title"), + snippet=result.get("description"), + ) + for result in results + ] diff --git a/backend/apps/rag/search/serpstack.py b/backend/apps/rag/search/serpstack.py new file mode 100644 index 000000000..3fca75499 --- /dev/null +++ b/backend/apps/rag/search/serpstack.py @@ -0,0 +1,43 @@ +import json +import logging + +import requests + +from apps.rag.search.main import SearchResult +from config import SRC_LOG_LEVELS + +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[:5] + ] diff --git a/backend/apps/rag/search/testdata/brave.json b/backend/apps/rag/search/testdata/brave.json new file mode 100644 index 000000000..98311774d --- /dev/null +++ b/backend/apps/rag/search/testdata/brave.json @@ -0,0 +1,1000 @@ +{ + "query": { + "original": "python", + "show_strict_warning": false, + "is_navigational": true, + "is_news_breaking": false, + "spellcheck_off": true, + "country": "us", + "bad_results": false, + "should_fallback": false, + "postal_code": "", + "city": "", + "header_country": "", + "more_results_available": true, + "state": "" + }, + "mixed": { + "type": "mixed", + "main": [ + { + "type": "web", + "index": 0, + "all": false + }, + { + "type": "web", + "index": 1, + "all": false + }, + { + "type": "news", + "all": true + }, + { + "type": "web", + "index": 2, + "all": false + }, + { + "type": "videos", + "all": true + }, + { + "type": "web", + "index": 3, + "all": false + }, + { + "type": "web", + "index": 4, + "all": false + }, + { + "type": "web", + "index": 5, + "all": false + }, + { + "type": "web", + "index": 6, + "all": false + }, + { + "type": "web", + "index": 7, + "all": false + }, + { + "type": "web", + "index": 8, + "all": false + }, + { + "type": "web", + "index": 9, + "all": false + }, + { + "type": "web", + "index": 10, + "all": false + }, + { + "type": "web", + "index": 11, + "all": false + }, + { + "type": "web", + "index": 12, + "all": false + }, + { + "type": "web", + "index": 13, + "all": false + }, + { + "type": "web", + "index": 14, + "all": false + }, + { + "type": "web", + "index": 15, + "all": false + }, + { + "type": "web", + "index": 16, 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Google confirmed the layoffs to TechCrunch, but not the specific teams, roles or how many people were let go.", + "In a separate post on Reddit, another commenter noted the Python team affected by the layoffs were those who managed the internal Python runtimes and toolchains and worked with OSS Python. Included in this group were “multiple current and former core devs and steering council members,” they said.", + "Meanwhile, others shared on Y Combinator’s Hacker News, where a Python team member detailed their specific duties on the technical front and noted that, for years, much of the work was done with fewer than 10 people. Another Hacker News commenter said their early years on the Python team were spent paying down internal technical debt accumulated from not having a strong Python strategy.", + "CNBC reports that a total of 200 people were let go across Google’s “Core” teams, which included those working on Python, app platforms, and other engineering roles. 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How can I get the right name for that table? …" + ] + }, + { + "title": "What does the Double Star operator mean in Python? - GeeksforGeeks", + "url": "https://www.geeksforgeeks.org/what-does-the-double-star-operator-mean-in-python/", + "is_source_local": false, + "is_source_both": false, + "description": "A Computer Science portal for geeks. 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[1] This is a design principle for all mutable data structures in Python.", + "We saw that lists and strings have many common properties, such as indexing and slicing operations. They are two examples of sequence data types (see Sequence Types — list, tuple, range). Since Python is an evolving language, other sequence data types may be added. There is also another standard sequence data type: the tuple.", + "Python also includes a data type for sets. A set is an unordered collection with no duplicate elements. Basic uses include membership testing and eliminating duplicate entries. Set objects also support mathematical operations like union, intersection, difference, and symmetric difference.", + "Another useful data type built into Python is the dictionary (see Mapping Types — dict). Dictionaries are sometimes found in other languages as “associative memories” or “associative arrays”. 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No preset version installed for command python Please install a version by running one of the following: asdf install python 3.8 or add one of the following versions in your config file at /home/ferret/.tool-versions python 3.11.0 python 3.12.1 python 3.12.3 ==> ERROR: A failure occurred in build(). Aborting...", + "-> error making: tlpui-exit status 4 -> Failed to install the following packages. Manual intervention is required: tlpui - exit status 4 ferret@FX505DT in ~ $ cat /home/ferret/.tool-versions nodejs 21.6.0 python 3.12.3 ferret@FX505DT in ~ $ python -V Python 3.12.3 ferret@FX505DT in ~ $ which python /home/ferret/.asdf/shims/python", + "Describe the Bug I am not sure why this is happening, I am trying to install tlpui from AUR and it fails, here are some logs to help: ==> Making package: tlpui 2:1.6.5-1 (Mi 10 apr 2024 23:19:15 +0300) ==> Retrieving sources... -> Found ..." + ] + }, + { + "title": "What are python.exe and python3.exe, and why do they appear to point to App Installer? | Windows 11 Forum", + "url": "https://www.elevenforum.com/t/what-are-python-exe-and-python3-exe-and-why-do-they-appear-to-point-to-app-installer.24886/", + "is_source_local": false, + "is_source_both": false, + "description": "I was looking at App execution aliases (Settings > Apps > Advanced app settings > App execution aliases) on my new computer -- my first Windows 11 computer. Why are python.exe and python3.exe listed as App Installer? I assume that App Installer refers to installation of Microsoft Store / UWP...", + "page_age": "2024-05-03T17:30:04", + "profile": { + "name": "Windows 11 Forum", + "url": "https://www.elevenforum.com/t/what-are-python-exe-and-python3-exe-and-why-do-they-appear-to-point-to-app-installer.24886/", + "long_name": "elevenforum.com", + "img": "https://imgs.search.brave.com/XVRAYMEj6Im8i7jV5RxeTwpiRPtY9IWg4wRIuh-WhEw/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvZjk5MDZkMDIw/M2U1OWIwNjM5Y2U1/M2U2NzNiNzVkNTA5/NzA5OTI1ZTFmOTc4/MzU3OTlhYzU5OTVi/ZGNjNTY4MS93d3cu/ZWxldmVuZm9ydW0u/Y29tLw" + }, + "language": "en", + "family_friendly": true, + "type": "search_result", + "subtype": "generic", + "meta_url": { + "scheme": "https", + "netloc": "elevenforum.com", + "hostname": "www.elevenforum.com", + "favicon": "https://imgs.search.brave.com/XVRAYMEj6Im8i7jV5RxeTwpiRPtY9IWg4wRIuh-WhEw/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvZjk5MDZkMDIw/M2U1OWIwNjM5Y2U1/M2U2NzNiNzVkNTA5/NzA5OTI1ZTFmOTc4/MzU3OTlhYzU5OTVi/ZGNjNTY4MS93d3cu/ZWxldmVuZm9ydW0u/Y29tLw", + "path": " › windows support forums › apps and software" + }, + "thumbnail": { + "src": "https://imgs.search.brave.com/DVoFcE6d_-lx3BVGNS-RZK_lZzxQ8VhwZVf3AVqEJFA/rs:fit:200:200:1/g:ce/aHR0cHM6Ly93d3cu/ZWxldmVuZm9ydW0u/Y29tL2RhdGEvYXNz/ZXRzL2xvZ28vbWV0/YTEtMjAxLnBuZw", + "original": "https://www.elevenforum.com/data/assets/logo/meta1-201.png", + "logo": true + }, + "age": "2 days ago", + "extra_snippets": [ + "Why are python.exe and python3.exe listed as App Installer? I assume that App Installer refers to installation of Microsoft Store / UWP apps, but if that's the case, then why are they called python.exe and python3.exe? Or are python.exe and python3.exe simply serving as aliases / pointers pointing to App Installer, which is itself a Microsoft Store App?", + "Or are python.exe and python3.exe simply serving as aliases / pointers pointing to App Installer, which is itself a Microsoft Store App? I wish to soon install Python, along with an integrated development editor (IDE), on my machine, so that I can code in Python.", + "I wish to soon install Python, along with an integrated development editor (IDE), on my machine, so that I can code in Python. But is a Python interpreter already on my computer as suggested, if obliquely, by the presence of python.exe and python3.exe? I kind of doubt it." + ] + }, + { + "title": "How to Watermark Your Images Using Python OpenCV in ...", + "url": "https://medium.com/@daily_data_prep/how-to-watermark-your-images-using-python-opencv-in-bulk-e472085389a1", + "is_source_local": false, + "is_source_both": false, + "description": "Medium is an open platform where readers find dynamic thinking, and where expert and undiscovered voices can share their writing on any topic.", + "page_age": "2024-05-03T14:05:06", + "profile": { + "name": "Medium", + "url": "https://medium.com/@daily_data_prep/how-to-watermark-your-images-using-python-opencv-in-bulk-e472085389a1", + "long_name": "medium.com", + "img": "https://imgs.search.brave.com/qvE2kIQCiAsnPv2C6P9xM5J2VVWdm55g-A-2Q_yIJ0g/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvOTZhYmQ1N2Q4/NDg4ZDcyODIyMDZi/MzFmOWNhNjE3Y2E4/Y2YzMThjNjljNDIx/ZjllZmNhYTcwODhl/YTcwNDEzYy9tZWRp/dW0uY29tLw" + }, + "language": "en", + "family_friendly": true, + "type": "search_result", + "subtype": "generic", + "meta_url": { + "scheme": "https", + "netloc": "medium.com", + "hostname": "medium.com", + "favicon": "https://imgs.search.brave.com/qvE2kIQCiAsnPv2C6P9xM5J2VVWdm55g-A-2Q_yIJ0g/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvOTZhYmQ1N2Q4/NDg4ZDcyODIyMDZi/MzFmOWNhNjE3Y2E4/Y2YzMThjNjljNDIx/ZjllZmNhYTcwODhl/YTcwNDEzYy9tZWRp/dW0uY29tLw", + "path": "› @daily_data_prep › how-to-watermark-your-images-using-python-opencv-in-bulk-e472085389a1" + }, + "age": "2 days ago" + }, + { + "title": "Increment and Decrement Operators in Python?", + "url": "https://www.tutorialspoint.com/increment-and-decrement-operators-in-python", + "is_source_local": false, + "is_source_both": false, + "description": "Increment and Decrement Operators in Python - Python does not have unary increment/decrement operator (++/--). 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Instead to increment a value, usea += 1to decrement a value, use −a -= 1Example>>> a = 0 >>> >>> #Increment >>> a +=1 >>> >>> #Decrement >>> a -= 1 >>> >>> #value of a >>> a 0Python does not provide multiple ways to do the same thing", + "So what above statement means in python is: create an object of type int having value 1 and give the name a to it. The object is an instance of int having value 1 and the name a refers to it. The assigned name a and the object to which it refers are distinct.", + "Python does not provide multiple ways to do the same thing .", + "However, be careful if you are coming from a language like C, Python doesn’t have \"variables\" in the sense that C does, instead python uses names and objects and in python integers (int’s) are immutable." + ] + }, + { + "title": "Gumroad – How not to suck at Python / SideFX Houdini | CG Persia", + "url": "https://cgpersia.com/2024/05/gumroad-how-not-to-suck-at-python-sidefx-houdini-195370.html", + "is_source_local": false, + "is_source_both": false, + "description": "Info: This course is made for artists or TD (technical director) willing to learn Python to improve their workflows inside SideFX Houdini, get faster in production and develop all the tools you always wished you had.", + "page_age": "2024-05-03T08:35:03", + "profile": { + "name": "Cgpersia", + "url": "https://cgpersia.com/2024/05/gumroad-how-not-to-suck-at-python-sidefx-houdini-195370.html", + "long_name": "cgpersia.com", + "img": "https://imgs.search.brave.com/VjyaopAm-M9sWvM7n-KnGZ3T5swIOwwE80iF5QVqQPg/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvYmE0MzQ4NmI2/NjFhMTA1ZDBiN2Iw/ZWNiNDUxNjUwYjdh/MGE5ZjQ0ZjIxNzll/NmVkZDE2YzYyMDBh/NDNiMDgwMy9jZ3Bl/cnNpYS5jb20v" + }, + "language": "en", + "family_friendly": true, + "type": "search_result", + "subtype": "generic", + "meta_url": { + "scheme": "https", + "netloc": "cgpersia.com", + "hostname": "cgpersia.com", + "favicon": "https://imgs.search.brave.com/VjyaopAm-M9sWvM7n-KnGZ3T5swIOwwE80iF5QVqQPg/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvYmE0MzQ4NmI2/NjFhMTA1ZDBiN2Iw/ZWNiNDUxNjUwYjdh/MGE5ZjQ0ZjIxNzll/NmVkZDE2YzYyMDBh/NDNiMDgwMy9jZ3Bl/cnNpYS5jb20v", + "path": "› 2024 › 05 › gumroad-how-not-to-suck-at-python-sidefx-houdini-195370.html" + }, + "age": "2 days ago", + "extra_snippets": [ + "Posted in: 2D, CG Releases, Downloads, Learning, Tutorials, Videos. Tagged: Gumroad, Python, Sidefx. Leave a Comment", + "01 – Python – Fundamentals Get the Fundamentals of python before starting the fun stuff ! 02 – Python Construction Part02 digging further into python concepts 03 – Houdini – Python Basics Applying some basic python in Houdini and starting to make tools !", + "02 – Python Construction Part02 digging further into python concepts 03 – Houdini – Python Basics Applying some basic python in Houdini and starting to make tools ! 04 – Houdini – Python Intermediate Applying some more advanced python in Houdini to make tools ! 05 – Houdini – Python Expert Using QtDesigner in combinaison with Houdini Python/Pyside to create advanced tools." + ] + }, + { + "title": "How to install Python: The complete Python programmer’s guide", + "url": "https://www.pluralsight.com/resources/blog/software-development/python-installation-guide", + "is_source_local": false, + "is_source_both": false, + "description": "An easy guide on how set up your operating system so you can program in Python, and how to update or uninstall it. 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In this article, you'll learn how to do just that.", + "Some systems come with Python, so to start off, we’ll first check to see if it’s installed on your system before we proceed. To do that, we’ll need to open a terminal. Since you might be new to programming, let’s go over how to open a terminal for Linux, Windows, and macOS.", + "Before we dive into setting up your system so you can program in Python, let’s talk terminal basics and benefits.", + "However, let’s focus on why we need it for working with Python. 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I believe the issue is that students were not invited. Are you trying to capture your screen? If not, there is an option to just record your web ...", + "htmlSnippet": "Mar 19, 2020 \u003cb\u003e...\u003c/b\u003e I believe the issue is that students were not invited. Are you trying to capture your screen? 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"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" + } + ] + } +} \ No newline at end of file diff --git a/backend/apps/rag/utils.py b/backend/apps/rag/utils.py index b1142e855..e106bd4c8 100644 --- a/backend/apps/rag/utils.py +++ b/backend/apps/rag/utils.py @@ -19,8 +19,24 @@ from langchain.retrievers import ( ) 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.setLevel(SRC_LOG_LEVELS["RAG"]) @@ -515,3 +531,35 @@ class RerankCompressor(BaseDocumentCompressor): ) final_results.append(doc) 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 + """ + try: + 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") + except Exception as e: + log.error(f"Web search failed: {e}") + return [] diff --git a/backend/config.py b/backend/config.py index 9208a845c..10d4496a5 100644 --- a/backend/config.py +++ b/backend/config.py @@ -533,6 +533,14 @@ RAG_OPENAI_API_KEY = os.getenv("RAG_OPENAI_API_KEY", OPENAI_API_KEY) ENABLE_LOCAL_WEB_FETCH = os.getenv("ENABLE_LOCAL_WEB_FETCH", "False").lower() == "true" +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", "") + #################################### # Transcribe ####################################