From a430abae7d0a27f2d0b3eded7e399a2a740711a3 Mon Sep 17 00:00:00 2001
From: "Huu Le (Lee)" <39040748+leehuwuj@users.noreply.github.com>
Date: Sat, 9 Mar 2024 12:31:17 +0700
Subject: [PATCH] Update ReAct prompt for multilingual support (#11464)
update react prompt for multilingual
---
.../llama_index/core/agent/react/prompts.py | 21 +++++++++----------
1 file changed, 10 insertions(+), 11 deletions(-)
diff --git a/llama-index-core/llama_index/core/agent/react/prompts.py b/llama-index-core/llama_index/core/agent/react/prompts.py
index 7cb258a36..d5fadafb1 100644
--- a/llama-index-core/llama_index/core/agent/react/prompts.py
+++ b/llama-index-core/llama_index/core/agent/react/prompts.py
@@ -1,6 +1,5 @@
"""Default prompt for ReAct agent."""
-
# ReAct chat prompt
# TODO: have formatting instructions be a part of react output parser
@@ -19,10 +18,10 @@ You have access to the following tools:
{tool_desc}
## Output Format
-To answer the question, please use the following format.
+Please answer in the same language as the question and use the following format:
```
-Thought: I need to use a tool to help me answer the question.
+Thought: The current language of the user is: (user's language). I need to use a tool to help me answer the question.
Action: tool name (one of {tool_names}) if using a tool.
Action Input: the input to the tool, in a JSON format representing the kwargs (e.g. {{"input": "hello world", "num_beams": 5}})
```
@@ -42,13 +41,13 @@ to answer the question without using any more tools. At that point, you MUST res
in the one of the following two formats:
```
-Thought: I can answer without using any more tools.
-Answer: [your answer here]
+Thought: I can answer without using any more tools. I'll use the user's language to answer
+Answer: [your answer here (In the same language as the user's question)]
```
```
Thought: I cannot answer the question with the provided tools.
-Answer: Sorry, I cannot answer your query.
+Answer: [your answer here (In the same language as the user's question)]
```
## Current Conversation
@@ -74,10 +73,10 @@ You have access to the following tools:
{tool_desc}
## Output Format
-To answer the question, please use the following format.
+Please answer in the same language as the question and use the following format:
```
-Thought: I need to use a tool to help me answer the question.
+Thought: The current language of the user is: (user's language). I need to use a tool to help me answer the question.
Action: tool name (one of {tool_names}) if using a tool.
Action Input: the input to the tool, in a JSON format representing the kwargs (e.g. {{"input": "hello world", "num_beams": 5}})
```
@@ -97,13 +96,13 @@ to answer the question without using any more tools. At that point, you MUST res
in the one of the following two formats:
```
-Thought: I can answer without using any more tools.
-Answer: [your answer here]
+Thought: I can answer without using any more tools. I'll use the user's language to answer
+Answer: [your answer here (In the same language as the user's question)]
```
```
Thought: I cannot answer the question with the provided tools.
-Answer: Sorry, I cannot answer your query.
+Answer: [your answer here (In the same language as the user's question)]
```
## Current Conversation
--
GitLab