From 07639dff30a8e3db24ed6653cbcdc2a6b4e3c240 Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Tue, 4 Mar 2025 04:17:00 +0000
Subject: [PATCH] fix: Include agent context in knowledge queries

- Add agent role, goal, and backstory to knowledge queries
- This helps retrieve more relevant knowledge based on agent context
- Improves knowledge effectiveness in agent execution

Part of #2269

Co-Authored-By: Joe Moura <joao@crewai.com>
---
 src/crewai/agent.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/src/crewai/agent.py b/src/crewai/agent.py
index cfebc18e5..a84b1bb77 100644
--- a/src/crewai/agent.py
+++ b/src/crewai/agent.py
@@ -210,7 +210,13 @@ class Agent(BaseAgent):
                 task_prompt += self.i18n.slice("memory").format(memory=memory)
 
         if self.knowledge:
-            agent_knowledge_snippets = self.knowledge.query([task.prompt()])
+            query_context = [
+                task.prompt(),
+                f"Role: {self.role}",
+                f"Goal: {self.goal}",
+                f"Backstory: {self.backstory}"
+            ]
+            agent_knowledge_snippets = self.knowledge.query(query_context)
             if agent_knowledge_snippets:
                 agent_knowledge_context = extract_knowledge_context(
                     agent_knowledge_snippets