Upload 3 files

skills/serch.py

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+# /skills/search_tool.py
+
+from langchain.tools import DuckDuckGoSearchRun
+
+search = DuckDuckGoSearchRun()
+
+def search_tool(query):
+    return search.run(query)

skills/vision.py

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+# /skills/image_analysis.py
+
+import base64
+from groq import Groq
+
+# Function to encode the image
+def encode_image(image_file):
+    return base64.b64encode(image_file.read()).decode('utf-8')
+
+def get_chat_completion(query, image_file=None):
+    client = Groq()
+
+    messages = [
+        {
+            "role": "user",
+            "content": [
+                {"type": "text", "text": query},
+            ],
+        }
+    ]
+
+    if image_file:
+        base64_image = encode_image(image_file)
+        messages[0]["content"].append(
+            {
+                "type": "image_url",
+                "image_url": {
+                    "url": f"data:image/jpeg;base64,{base64_image}",
+                },
+            }
+        )
+
+    chat_completion = client.chat.completions.create(
+        messages=messages,
+        model="llama-3.2-11b-vision-preview",
+    )
+
+    return chat_completion.choices[0].message.content

skills/wiki.py

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+# /skills/wikipedia_tool.py
+
+from langchain.tools import WikipediaQueryRun
+from langchain_community.utilities import WikipediaAPIWrapper
+
+wikipedia = WikipediaQueryRun(api_wrapper=WikipediaAPIWrapper())
+
+def wikipedia_tool(query):
+    return wikipedia.run(query)