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more wip
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@ -1,4 +1,8 @@
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from ollama._client import AsyncClient, Client
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from ollama._browser import (
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Browser
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)
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from ollama._types import (
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ChatResponse,
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EmbeddingsResponse,
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@ -15,6 +19,8 @@ from ollama._types import (
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ShowResponse,
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StatusResponse,
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Tool,
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WebSearchResponse,
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WebCrawlResponse,
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)
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__all__ = [
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@ -35,6 +41,9 @@ __all__ = [
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'ShowResponse',
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'StatusResponse',
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'Tool',
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'WebSearchResponse',
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'WebCrawlResponse',
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'Browser',
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]
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_client = Client()
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@ -51,3 +60,5 @@ list = _client.list
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copy = _client.copy
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show = _client.show
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ps = _client.ps
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websearch = _client.websearch
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webcrawl = _client.webcrawl
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@ -66,6 +66,10 @@ from ollama._types import (
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ShowResponse,
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StatusResponse,
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Tool,
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WebCrawlRequest,
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WebCrawlResponse,
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WebSearchRequest,
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WebSearchResponse,
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)
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T = TypeVar('T')
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@ -102,6 +106,8 @@ class BaseClient:
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'Content-Type': 'application/json',
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'Accept': 'application/json',
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'User-Agent': f'ollama-python/{__version__} ({platform.machine()} {platform.system().lower()}) Python/{platform.python_version()}',
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# TODO: this is to make the client feel good
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'Authorization': f'Bearer {(headers or {}).get("Authorization") or os.getenv("OLLAMA_API_KEY")}' if (headers or {}).get("Authorization") or os.getenv("OLLAMA_API_KEY") else None,
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}.items()
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},
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**kwargs,
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@ -622,6 +628,45 @@ class Client(BaseClient):
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'/api/ps',
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)
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def websearch(self, query: str, max_results: int = 3) -> WebSearchResponse:
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"""
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Perform a web search using ollama.com.
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Args:
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query: The query to search for max_results: The maximum number of results to return.
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Returns:
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WebSearchResponse with the search results
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"""
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return self._request(
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WebSearchResponse,
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'POST',
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'https://ollama.com/api/web_search',
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json=WebSearchRequest(
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queries=[query],
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max_results=max_results,
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).model_dump(exclude_none=True),
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)
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def webcrawl(self, urls: Sequence[str]) -> WebCrawlResponse:
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"""
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Gets the content of web pages for the provided URLs.
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Args:
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urls: The URLs to crawl
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Returns:
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WebCrawlResponse with the crawl results
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"""
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return self._request(
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WebCrawlResponse,
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'POST',
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'https://ollama.com/api/web_crawl',
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json=WebCrawlRequest(
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urls=urls,
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).model_dump(exclude_none=True),
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)
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class AsyncClient(BaseClient):
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def __init__(self, host: Optional[str] = None, **kwargs) -> None:
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@ -538,6 +538,103 @@ class ProcessResponse(SubscriptableBaseModel):
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models: Sequence[Model]
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class WebSearchRequest(SubscriptableBaseModel):
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queries: Sequence[str]
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max_results: Optional[int] = None
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class SearchResult(SubscriptableBaseModel):
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title: str
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url: str
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content: str
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metadata: Optional['SearchResultMetadata'] = None
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class CrawlResult(SubscriptableBaseModel):
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title: str
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url: str
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content: str
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links: Optional[Sequence[str]] = None
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metadata: Optional['CrawlResultMetadata'] = None
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class SearchResultContent(SubscriptableBaseModel):
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snippet: str
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full_text: str
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class SearchResultMetadata(SubscriptableBaseModel):
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published_date: Optional[str] = None
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author: Optional[str] = None
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class WebSearchResponse(SubscriptableBaseModel):
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results: Mapping[str, Sequence[SearchResult]]
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success: bool
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errors: Optional[Sequence[str]] = None
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def __str__(self) -> str:
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if not self.success:
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error_msg = ', '.join(self.errors) if self.errors else 'Unknown error'
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return f'Web search failed: {error_msg}'
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output = []
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for query, search_results in self.results.items():
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output.append(f'Search results for "{query}":')
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for i, result in enumerate(search_results, 1):
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output.append(f'{i}. {result.title}')
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output.append(f' URL: {result.url}')
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output.append(f' Content: {result.content}')
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if result.metadata and result.metadata.published_date:
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output.append(f' Published: {result.metadata.published_date}')
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if result.metadata and result.metadata.author:
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output.append(f' Author: {result.metadata.author}')
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output.append('')
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return '\n'.join(output).rstrip()
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class WebCrawlRequest(SubscriptableBaseModel):
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urls: Sequence[str]
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class CrawlResultContent(SubscriptableBaseModel):
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# provides the first 200 characters of the full text
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snippet: str
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full_text: str
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class CrawlResultMetadata(SubscriptableBaseModel):
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published_date: Optional[str] = None
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author: Optional[str] = None
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class WebCrawlResponse(SubscriptableBaseModel):
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results: Mapping[str, Sequence[CrawlResult]]
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success: bool
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errors: Optional[Sequence[str]] = None
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def __str__(self) -> str:
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if not self.success:
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error_msg = ', '.join(self.errors) if self.errors else 'Unknown error'
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return f'Web crawl failed: {error_msg}'
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output = []
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for url, crawl_results in self.results.items():
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output.append(f'Crawl results for "{url}":')
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for i, result in enumerate(crawl_results, 1):
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output.append(f'{i}. {result.title}')
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output.append(f' URL: {result.url}')
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output.append(f' Content: {result.content}')
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if result.links:
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output.append(f' Links: {", ".join(result.links)}')
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if result.metadata and result.metadata.published_date:
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output.append(f' Published: {result.metadata.published_date}')
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if result.metadata and result.metadata.author:
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output.append(f' Author: {result.metadata.author}')
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output.append('')
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return '\n'.join(output).rstrip()
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class RequestError(Exception):
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"""
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Common class for request errors.
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