Spaces:
Runtime error
Runtime error
Commit
·
4e6748b
1
Parent(s):
6c42ff6
Update crewai/tools/gemini_tools.py
Browse files- crewai/tools/gemini_tools.py +70 -1
crewai/tools/gemini_tools.py
CHANGED
|
@@ -1 +1,70 @@
|
|
| 1 |
-
# tools created using gemini
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# tools created using gemini
|
| 2 |
+
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
|
| 6 |
+
import google.generativeai as genai
|
| 7 |
+
|
| 8 |
+
# Retrieve API Key from Environment Variable
|
| 9 |
+
GOOGLE_AI_STUDIO = os.environ.get('GOOGLE_AI_STUDIO2')
|
| 10 |
+
|
| 11 |
+
# Ensure the API key is available
|
| 12 |
+
if not GOOGLE_AI_STUDIO:
|
| 13 |
+
raise ValueError("API key not found. Please set the GOOGLE_AI_STUDIO2 environment variable.")
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
import requests
|
| 18 |
+
from langchain.tools import tool
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
class GeminiSearchTools():
|
| 22 |
+
@tool("Gemini search the internet")
|
| 23 |
+
def gemini_search_internet(query):
|
| 24 |
+
"""Useful to search the internet
|
| 25 |
+
about a a given topic and return relevant results"""
|
| 26 |
+
top_result_to_return = 4
|
| 27 |
+
url = "https://google.serper.dev/search"
|
| 28 |
+
payload = json.dumps({"q": query})
|
| 29 |
+
headers = {
|
| 30 |
+
'X-API-KEY': os.environ['SERPER_API_KEY'],
|
| 31 |
+
'content-type': 'application/json'
|
| 32 |
+
}
|
| 33 |
+
response = requests.request("POST", url, headers=headers, data=payload)
|
| 34 |
+
results = response.json()['organic']
|
| 35 |
+
string = []
|
| 36 |
+
for result in results[:top_result_to_return]:
|
| 37 |
+
try:
|
| 38 |
+
string.append('\n'.join([
|
| 39 |
+
f"Title: {result['title']}", f"Link: {result['link']}",
|
| 40 |
+
f"Snippet: {result['snippet']}", "\n-----------------"
|
| 41 |
+
]))
|
| 42 |
+
except KeyError:
|
| 43 |
+
next
|
| 44 |
+
|
| 45 |
+
return '\n'.join(string)
|
| 46 |
+
|
| 47 |
+
@tool("Gemini search news on the internet")
|
| 48 |
+
def gemini_search_news(query):
|
| 49 |
+
"""Useful to search news about a company, stock or any other
|
| 50 |
+
topic and return relevant results"""""
|
| 51 |
+
top_result_to_return = 4
|
| 52 |
+
url = "https://google.serper.dev/news"
|
| 53 |
+
payload = json.dumps({"q": query})
|
| 54 |
+
headers = {
|
| 55 |
+
'X-API-KEY': os.environ['SERPER_API_KEY'],
|
| 56 |
+
'content-type': 'application/json'
|
| 57 |
+
}
|
| 58 |
+
response = requests.request("POST", url, headers=headers, data=payload)
|
| 59 |
+
results = response.json()['news']
|
| 60 |
+
string = []
|
| 61 |
+
for result in results[:top_result_to_return]:
|
| 62 |
+
try:
|
| 63 |
+
string.append('\n'.join([
|
| 64 |
+
f"Title: {result['title']}", f"Link: {result['link']}",
|
| 65 |
+
f"Snippet: {result['snippet']}", "\n-----------------"
|
| 66 |
+
]))
|
| 67 |
+
except KeyError:
|
| 68 |
+
next
|
| 69 |
+
|
| 70 |
+
return '\n'.join(string)
|