diff --git a/examples/applescript_pipeline.py b/examples/applescript_pipeline.py
index ace7e54..c4910a4 100644
--- a/examples/applescript_pipeline.py
+++ b/examples/applescript_pipeline.py
@@ -31,7 +31,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         OLLAMA_BASE_URL = "http://localhost:11434"
diff --git a/examples/azure_openai_pipeline.py b/examples/azure_openai_pipeline.py
index 4d741d1..994c378 100644
--- a/examples/azure_openai_pipeline.py
+++ b/examples/azure_openai_pipeline.py
@@ -26,7 +26,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/example_pipeline.py b/examples/example_pipeline.py
index fc9c6d2..417974e 100644
--- a/examples/example_pipeline.py
+++ b/examples/example_pipeline.py
@@ -48,7 +48,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/llama_cpp_pipeline.py b/examples/llama_cpp_pipeline.py
index acd3593..1bb05a6 100644
--- a/examples/llama_cpp_pipeline.py
+++ b/examples/llama_cpp_pipeline.py
@@ -46,7 +46,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/manifold_pipeline.py b/examples/manifold_pipeline.py
index c968cfe..80c64fd 100644
--- a/examples/manifold_pipeline.py
+++ b/examples/manifold_pipeline.py
@@ -42,7 +42,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/ollama_manifold_pipeline.py b/examples/ollama_manifold_pipeline.py
index 0eb4b13..6fc18f8 100644
--- a/examples/ollama_manifold_pipeline.py
+++ b/examples/ollama_manifold_pipeline.py
@@ -67,7 +67,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
 
         if "user" in body:
             print("######################################")
diff --git a/examples/ollama_pipeline.py b/examples/ollama_pipeline.py
index 9bebd88..c7134cc 100644
--- a/examples/ollama_pipeline.py
+++ b/examples/ollama_pipeline.py
@@ -26,7 +26,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         OLLAMA_BASE_URL = "http://localhost:11434"
diff --git a/examples/openai_pipeline.py b/examples/openai_pipeline.py
index 4e315de..e72f369 100644
--- a/examples/openai_pipeline.py
+++ b/examples/openai_pipeline.py
@@ -26,7 +26,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/python_code_pipeline.py b/examples/python_code_pipeline.py
index e134d32..bfe432a 100644
--- a/examples/python_code_pipeline.py
+++ b/examples/python_code_pipeline.py
@@ -33,7 +33,7 @@ class Pipeline:
     def pipe(
         self, user_message: str, model_id: str, messages: List[dict], body: dict
     ) -> Union[str, Generator, Iterator]:
-        # This is where you can add your custom pipelines like RAG.'
+        # This is where you can add your custom pipelines like RAG.
         print(f"pipe:{__name__}")
 
         print(messages)
diff --git a/examples/wikipedia_pipeline.py b/examples/wikipedia_pipeline.py
new file mode 100644
index 0000000..1a296ae
--- /dev/null
+++ b/examples/wikipedia_pipeline.py
@@ -0,0 +1,68 @@
+from typing import List, Union, Generator, Iterator
+from pydantic import BaseModel
+from schemas import OpenAIChatMessage
+import requests
+import os
+
+
+class Pipeline:
+    def __init__(self):
+        # Assign a unique identifier to the pipeline.
+        # The identifier must be unique across all pipelines.
+        # The identifier must be an alphanumeric string that can include underscores or hyphens. It cannot contain spaces, special characters, slashes, or backslashes.
+        self.id = "wiki_pipeline"
+        self.name = "Wikipedia Pipeline"
+
+        class Valves(BaseModel):
+            pass
+
+        # Initialize rate limits
+        self.valves = Valves(**{"OPENAI_API_KEY": os.getenv("OPENAI_API_KEY", "")})
+
+    async def on_startup(self):
+        # This function is called when the server is started.
+        print(f"on_startup:{__name__}")
+        pass
+
+    async def on_shutdown(self):
+        # This function is called when the server is stopped.
+        print(f"on_shutdown:{__name__}")
+        pass
+
+    def pipe(
+        self, user_message: str, model_id: str, messages: List[dict], body: dict
+    ) -> Union[str, Generator, Iterator]:
+        # This is where you can add your custom pipelines like RAG.
+        print(f"pipe:{__name__}")
+
+        if body.get("title", False):
+            print("Title Generation")
+            return "Wikipedia Pipeline"
+        else:
+            titles = []
+            for query in [user_message]:
+                query = query.replace(" ", "_")
+
+                r = requests.get(
+                    f"https://en.wikipedia.org/w/api.php?action=opensearch&search={query}&limit=1&namespace=0&format=json"
+                )
+
+                response = r.json()
+                titles = titles + response[1]
+                print(titles)
+
+            context = None
+            if len(titles) > 0:
+                r = requests.get(
+                    f"https://en.wikipedia.org/w/api.php?format=json&action=query&prop=extracts&exintro&explaintext&redirects=1&titles={'|'.join(titles)}"
+                )
+                response = r.json()
+                # get extracts
+                pages = response["query"]["pages"]
+                for page in pages:
+                    if context == None:
+                        context = pages[page]["extract"] + "\n"
+                    else:
+                        context = context + pages[page]["extract"] + "\n"
+
+            return context if context else "No information found"