Marked Query Routing as deprecated

src/agent/knowledge/routing.py

@@ -6,6 +6,7 @@
 from src.agent.knowledge.nlp import extract_keywords, similarity
 from src.agent.llm import LLM
 from src.agent.prompts import PROMPTS
+from src.utils.deprecated import deprecated
 
 
 class Router(ABC):
@@ -18,6 +19,7 @@ def find_route(self, user_query: str, collections) -> str:
         raise NotImplementedError()
 
 
+@deprecated(reason="Query Routing is going to be removed.")
 class SimilarityRouter(Router):
     """Uses NLP techniques to find a candidate collection for a given query"""
 
@@ -56,6 +58,7 @@ def find_route(self, user_query: str, collections) -> str:
         return max(points, key=lambda k: points[k])
 
 
+@deprecated(reason="Query Routing is going to be removed.")
 class LLMRouter(Router):
     """Uses a Large Language Model to find candidate collection for given query.
     Using a local model is not the best choice for performance, HuggingFace

src/agent/knowledge/store.py

@@ -9,6 +9,7 @@
 from src.agent.knowledge.collections import Collection, Document, Topic
 from src.agent.knowledge.nlp import chunk
 from src.agent.knowledge.routing import Router
+from src.utils.deprecated import deprecated
 
 
 class Store:
@@ -134,6 +135,7 @@ def upload(self, document: Document, collection_name: str):
         # self._collections[collection_name].documents.append(document)
         self._collections[collection_name].size = current_len + len(emb_chunks)
 
+    @deprecated(reason="Query Routing is handled by LLM tool calling.")
     def retrieve(self, query: str, limit: int = 3):
         """Performs Query Routing and Retrieval of chunks"""
         if not self._query_router: