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nicole pardal 2025-09-22 17:38:08 -07:00
parent 8039bfd8b9
commit 80ef0c15ae
1 changed files with 52 additions and 12 deletions
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64
examples/web-search-crawl.py
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@ -2,28 +2,59 @@
# requires-python = ">=3.11" # requires-python = ">=3.11"
# dependencies = [ # dependencies = [
# "rich", # "rich",
# "ollama", # "ollama @ file:///Users/nicole/Desktop/ollama-python",
# ] # ]
# /// # ///
from typing import Union import os
from typing import Optional, Union
from rich import print
from ollama import Client, WebFetchResponse, WebSearchResponse from ollama import Client, WebFetchResponse, WebSearchResponse
def format_tool_results(results: Union[WebSearchResponse, WebFetchResponse]): def format_tool_results(
results: Union[WebSearchResponse, WebFetchResponse],
*,
query: Optional[str] = None,
url: Optional[str] = None,
):
if isinstance(results, WebSearchResponse): if isinstance(results, WebSearchResponse):
output = [] output = []
for i, result in enumerate(results.results, 1): if isinstance(results.results, dict):
output.append(f'{i}. {result.content}') for q, search_results in results.results.items():
output.append('') output.append(f'Search results for "{q}":')
for i, result in enumerate(search_results, 1):
title = getattr(result, 'title', None)
url_value = getattr(result, 'url', None)
output.append(f'{i}. {title}' if title else f'{i}. {getattr(result, "content", "")}')
if url_value:
output.append(f' URL: {url_value}')
output.append(f' Content: {getattr(result, "content", "")}')
output.append('')
else:
if query:
output.append(f'Search results for "{query}":')
for i, result in enumerate(results.results, 1):
title = getattr(result, 'title', None)
url_value = getattr(result, 'url', None)
output.append(f'{i}. {title}' if title else f'{i}. {getattr(result, "content", "")}')
if url_value:
output.append(f' URL: {url_value}')
output.append(f' Content: {getattr(result, "content", "")}')
output.append('')
return '\n'.join(output).rstrip() return '\n'.join(output).rstrip()
elif isinstance(results, WebFetchResponse): elif isinstance(results, WebFetchResponse):
output = [ output = []
if url:
output.append(f'Fetch results for "{url}":')
output.extend([
f'Title: {results.title}', f'Title: {results.title}',
f'URL: {url}' if url else '',
f'Content: {results.content}', f'Content: {results.content}',
] ])
if results.links: if results.links:
output.append(f'Links: {", ".join(results.links)}') output.append(f'Links: {", ".join(results.links)}')
output.append('') output.append('')
@ -53,12 +84,21 @@ while True:
for tool_call in response.message.tool_calls: for tool_call in response.message.tool_calls:
function_to_call = available_tools.get(tool_call.function.name) function_to_call = available_tools.get(tool_call.function.name)
if function_to_call: if function_to_call:
result: Union[WebSearchResponse, WebFetchResponse] = function_to_call(**tool_call.function.arguments) args = tool_call.function.arguments
print('Result from tool call name: ', tool_call.function.name, 'with arguments: ', tool_call.function.arguments) result: Union[WebSearchResponse, WebFetchResponse] = function_to_call(**args)
print('Result: ', format_tool_results(result)[:200]) print('Result from tool call name: ', tool_call.function.name, 'with arguments: ', args)
if tool_call.function.name == 'web_search':
formatted = format_tool_results(result, query=args.get('query'))
elif tool_call.function.name == 'web_fetch':
formatted = format_tool_results(result, url=args.get('url'))
else:
formatted = format_tool_results(result)
print('Result: ', formatted[:200])
# caps the result at ~2000 tokens # caps the result at ~2000 tokens
messages.append({'role': 'tool', 'content': format_tool_results(result)[: 2000 * 4], 'tool_name': tool_call.function.name}) messages.append({'role': 'tool', 'content': formatted[: 2000 * 4], 'tool_name': tool_call.function.name})
else: else:
print(f'Tool {tool_call.function.name} not found') print(f'Tool {tool_call.function.name} not found')
messages.append({'role': 'tool', 'content': f'Tool {tool_call.function.name} not found', 'tool_name': tool_call.function.name}) messages.append({'role': 'tool', 'content': f'Tool {tool_call.function.name} not found', 'tool_name': tool_call.function.name})