feat: finish implement web interface w/ tavily connector (untested)
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31177063de
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3 changed files with 116 additions and 11 deletions
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@ -7,6 +7,11 @@ from modules.interfaces.interface_web_model import (
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WebCrawlBase,
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WebCrawlDocumentData,
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WebCrawlRequest,
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WebScrapeActionDocument,
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WebScrapeActionResult,
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WebScrapeBase,
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WebScrapeDocumentData,
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WebScrapeRequest,
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WebSearchBase,
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WebSearchRequest,
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WebSearchActionResult,
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@ -25,7 +30,19 @@ logger = logging.getLogger(__name__)
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@dataclass
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class ConnectorTavily(WebSearchBase, WebCrawlBase):
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class TavilySearchResult:
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title: str
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url: str
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@dataclass
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class TavilyCrawlResult:
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url: str
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content: str
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@dataclass
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class ConnectorTavily(WebSearchBase, WebCrawlBase, WebScrapeBase):
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client: AsyncTavilyClient = None
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@classmethod
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@ -67,7 +84,30 @@ class ConnectorTavily(WebSearchBase, WebCrawlBase):
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return result
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async def _search(self, query: str, max_results: int) -> WebSearchActionResult:
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async def scrape(self, request: WebScrapeRequest) -> WebScrapeActionResult:
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"""Turns a query in a list of urls with extracted content."""
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# Step 1: Search
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try:
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search_results = await self._search(request.query, request.max_results)
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except Exception as e:
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return WebScrapeActionResult(success=False, error=str(e))
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# Step 2: Crawl
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try:
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urls = [result.url for result in search_results]
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crawl_results = await self._crawl(urls)
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except Exception as e:
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return WebScrapeActionResult(success=False, error=str(e))
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# Step 3: Build ActionResult
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try:
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result = self._build_scrape_action_result(crawl_results)
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except Exception as e:
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return WebScrapeActionResult(success=False, error=str(e))
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return result
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async def _search(self, query: str, max_results: int) -> list[TavilySearchResult]:
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"""Calls the Tavily API to perform a web search."""
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# Make sure max_results is within the allowed range
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if max_results < 0 or max_results > 20:
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@ -78,18 +118,19 @@ class ConnectorTavily(WebSearchBase, WebCrawlBase):
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logger.info(f"Tavily API response:\n{response}")
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return response["results"]
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return [
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TavilySearchResult(title=result["title"], url=result["url"])
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for result in response["results"]
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]
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def _build_search_action_result(
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self, search_results: list
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self, search_results: list[TavilySearchResult]
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) -> WebSearchActionResult:
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"""Builds the ActionResult from the search results."""
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documents = []
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for result in search_results:
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document_name = f"web_search_{get_utc_timestamp()}.txt"
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document_data = WebSearchDocumentData(
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title=result["title"], url=result["url"]
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)
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document_data = WebSearchDocumentData(title=result.title, url=result.url)
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mime_type = "application/json"
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doc = WebSearchActionDocument(
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documentName=document_name,
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@ -107,9 +148,14 @@ class ConnectorTavily(WebSearchBase, WebCrawlBase):
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response = await self.client.extract(
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urls=urls, extract_depth="advanced", format="text"
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)
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return response["results"]
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return [
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TavilyCrawlResult(url=result["url"], content=result["raw_content"])
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for result in response["results"]
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]
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def _build_crawl_action_result(self, crawl_results: list) -> WebCrawlActionResult:
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def _build_crawl_action_result(
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self, crawl_results: list[TavilyCrawlResult]
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) -> WebCrawlActionResult:
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"""Builds the ActionResult from the crawl results."""
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documents = []
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for result in crawl_results:
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@ -128,3 +174,23 @@ class ConnectorTavily(WebSearchBase, WebCrawlBase):
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return WebCrawlActionResult(
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success=True, documents=documents, resultLabel="web_crawl_results"
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)
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def _build_scrape_action_result(
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self, crawl_results: list[TavilyCrawlResult]
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) -> WebScrapeActionResult:
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"""Builds the ActionResult from the scrape results."""
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documents = []
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for result in crawl_results:
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document_name = f"web_scrape_{get_utc_timestamp()}.txt"
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doc_data = WebScrapeDocumentData(url=result.url, content=result.content)
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mime_type = "application/json"
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doc = WebScrapeActionDocument(
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documentName=document_name,
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documentData=doc_data,
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mimeType=mime_type,
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)
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documents.append(doc)
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return WebScrapeActionResult(
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success=True, documents=documents, resultLabel="web_scrape_results"
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)
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@ -65,6 +65,31 @@ class WebCrawlBase(ABC):
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async def crawl_urls(self, request: WebCrawlRequest) -> WebCrawlActionResult: ...
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# --- Web query ---
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# --- Web scrape ---
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# query -> list of extracted text; combines web search and crawl in one step
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# scrape -> list of extracted text; combines web search and crawl in one step
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class WebScrapeRequest(BaseModel):
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query: str
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max_results: int
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class WebScrapeDocumentData(BaseModel):
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url: str
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content: str
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class WebScrapeActionDocument(ActionDocument):
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documentData: WebScrapeDocumentData = Field(
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description="The data extracted from a single scraped URL"
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)
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class WebScrapeActionResult(ActionResult):
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documents: List[WebScrapeActionDocument] = Field(default_factory=list)
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class WebScrapeBase(ABC):
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@abstractmethod
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async def scrape(self, request: WebScrapeRequest) -> WebScrapeActionResult: ...
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@ -1,6 +1,10 @@
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from modules.interfaces.interface_web_model import (
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WebCrawlActionResult,
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WebSearchActionResult,
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WebSearchRequest,
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WebCrawlRequest,
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WebScrapeActionResult,
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WebScrapeRequest,
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)
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from dataclasses import dataclass
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@ -22,3 +26,13 @@ class WebInterface:
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) -> WebSearchActionResult:
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# NOTE: Add connectors here
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return await self.connector_tavily.search_urls(web_search_request)
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async def crawl(self, web_crawl_request: WebCrawlRequest) -> WebCrawlActionResult:
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# NOTE: Add connectors here
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return await self.connector_tavily.crawl_urls(web_crawl_request)
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async def scrape(
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self, web_scrape_request: WebScrapeRequest
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) -> WebScrapeActionResult:
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# NOTE: Add connectors here
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return await self.connector_tavily.scrape(web_scrape_request)
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