From 4274f58dbdd17bf4428459c89c7b3ef74a435f4b Mon Sep 17 00:00:00 2001
From: Debanjum <debanjum@gmail.com>
Date: Fri, 15 Aug 2025 14:17:35 -0700
Subject: [PATCH] Show more specific warning to llm on duplicate tool use
 during research

---
 src/khoj/routers/research.py | 2 +-
 src/khoj/utils/helpers.py    | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/khoj/routers/research.py b/src/khoj/routers/research.py
index dbb1da75..84562d46 100644
--- a/src/khoj/routers/research.py
+++ b/src/khoj/routers/research.py
@@ -197,7 +197,7 @@ async def apick_next_tool(
         if i.warning is None and isinstance(i.query, ToolCall)
     }
     if (parsed_response.name, dict_to_tuple(parsed_response.args)) in previous_tool_query_combinations:
-        warning = "Repeated tool, query combination detected. Skipping iteration. Try something different."
+        warning = f"Repeated tool, query combination detected. You've already called {parsed_response.name} with args: {parsed_response.args}. Try something different."
     # Only send client status updates if we'll execute this iteration and model has thoughts to share.
     elif send_status_func and not is_none_or_empty(response.thought):
         async for event in send_status_func(response.thought):
diff --git a/src/khoj/utils/helpers.py b/src/khoj/utils/helpers.py
index 339dbb67..f8e5a07c 100644
--- a/src/khoj/utils/helpers.py
+++ b/src/khoj/utils/helpers.py
@@ -588,7 +588,7 @@ tools_for_research_llm = {
         description=dedent(
             """
             To have the tool AI semantic search through the user's knowledge base.
-            Helpful to answer questions for which finding some relevant notes or documents can complete the search. Example: "When was Tom born?"
+            Helpful to answer questions for which finding some relevant notes or documents can be useful. Example: "When was Tom born?"
             This tool AI cannot find all relevant notes or documents, only a subset of them.
             It is a good starting point to find keywords, discover similar topics or related concepts and some relevant notes or documents.
             For a given query, the tool AI can perform a maximum of {max_search_queries} semantic search subqueries per iteration.