Adding MultiOn browsing tool

llama_hub/tools/gmail/base.py

@@ -44,15 +44,7 @@ def load_data(self) -> List[Document]:
         """Load emails from the user's account"""
         self._cache_service()
 
-        messsages = self.search_messages()
-
-        results = []
-        for message in messsages:
-            text = message.pop("body")
-            extra_info = message
-            results.append(Document(text=text, extra_info=extra_info))
-
-        return results
+        return self.search_messages()
 
     def _get_credentials(self) -> Any:
         """Get valid user credentials from storage.
@@ -87,10 +79,9 @@ def _get_credentials(self) -> Any:
 
         return creds
 
-    def search_messages(self):
-        query = self.query
-
-        max_results = self.max_results
+    def search_messages(self, query: str, max_results: Optional[int] = None):
+        if not max_results:
+            max_results = self.max_results
 
         self._cache_service()
 
@@ -102,17 +93,17 @@ def search_messages(self):
             .get("messages", [])
         )
 
-        result = []
+        results = []
         try:
             for message in messages:
                 message_data = self.get_message_data(message)
-                if not message_data:
-                    continue
-                result.append(message_data)
+                text = message_data.pop("body")
+                extra_info = message_data
+                results.append(Document(text=text, extra_info=extra_info))
         except Exception as e:
             raise Exception("Can't get message data" + str(e))
 
-        return result
+        return results
 
     def get_message_data(self, message):
         message_id = message["id"]

llama_hub/tools/library.json

@@ -55,6 +55,10 @@
     "id": "tools/metaphor",
     "author": "ajhofmann"
   },
+  "MultionToolSpec": {
+    "id": "tools/multion",
+    "author": "ajhofmann"
+  },
   "NotionToolSpec": {
     "id": "tools/notion",
     "author": "jerryjliu"

llama_hub/tools/multion/README.md

@@ -0,0 +1,29 @@
+# MultiOn Tool
+
+This tool connects to [MultiOn](https://www.multion.ai/) to enable your agent to easily
+connect to the internet through your Chrome Web browser and act on your behalf
+
+You will need to have the MultiOn chrome extension installed and a MultiOn account
+to use this integration
+
+## Usage
+
+This tool has more a extensive example usage documented in a Jupyter notebook [here](https://github.com/emptycrown/llama-hub/tree/main/llama_hub/tools/notebooks/multion.ipynb)
+
+Here's an example usage of the MultionToolSpec.
+
+```python
+from llama_hub.tools.metaphor.base import MultionToolSpec
+from llama_index.agent import OpenAIAgent
+
+multion_tool = MultionToolSpec()
+
+agent = OpenAIAgent.from_tools(multion_tool.to_tool_list())
+
+agent.chat('Can you read the latest tweets from my followers')
+agent.chat('Whats the next thing on my google calendar?')
+```
+
+`browse`: The core function that takes natural language instructions to pass to the web browser to execute
+
+This loader is designed to be used as a way to load data as a Tool in a Agent. See [here](https://github.com/emptycrown/llama-hub/tree/main) for examples.

llama_hub/tools/multion/__init__.py

@@ -0,0 +1 @@
+## init

llama_hub/tools/multion/base.py

@@ -0,0 +1,57 @@
+"""Multion tool spec."""
+
+from llama_index.tools.tool_spec.base import BaseToolSpec
+from typing import Optional, List
+from llama_index.readers.schema.base import Document
+import base64
+from io import BytesIO
+
+class MultionToolSpec(BaseToolSpec):
+    """Multion tool spec."""
+
+    spec_functions = [
+        "browse"
+    ]
+
+    def __init__(self, token_file: Optional[str] = 'multion_token.txt') -> None:
+        """Initialize with parameters."""
+        import multion
+        multion.login()
+        self.last_tab = None
+
+    def browse(self, instruction: str):
+        """
+        Browse the web using Multion
+        Multion gives the ability for LLMs to control web browsers using natural language instructions
+
+        You may have to repeat the instruction through multiple steps or update your instruction to get to
+        the final desired state
+
+        args:
+            instruction (str): The detailed and specific natural language instructrion for web browsing
+        """
+        import multion
+        if self.last_tab:
+            session = multion.update_session(self.last_tab, { 'input': instruction })
+        else:
+            session = multion.new_session({'input': instruction, 'url': 'https://google.com'})
+            self.last_tab = session['tabId']
+
+        return {
+            'url': session['url'],
+            'status': session['status'],
+            'action_completed': session['message'],
+            'content': self._read_screenshot(session['screenshot']),
+        }
+
+    def _read_screenshot(self, screenshot) -> str:
+        import pytesseract
+        from PIL import Image
+
+        image_bytes = screenshot.replace('data:image/png;base64,', '')
+        image = Image.open(self._bytes_to_image(image_bytes))
+
+        return pytesseract.image_to_string(image)
+
+    def _bytes_to_image(self, img_bytes):
+        return BytesIO(base64.b64decode(img_bytes))

llama_hub/tools/multion/requirements.txt

@@ -0,0 +1,3 @@
+multion
+pytesseract
+Pillow