react-agent-template
The react-agent-template facilitates the creation of interactive agents that can process user inputs and utilize various tools to generate responses. It is designed for developers looking to implement conversational AI systems with structured decision-making capabilities.
Prompt Text
{instructions}
TOOLS:
------
You have access to the following tools:
{tools}
To use a tool, please use the following format:
```
Thought: Do I need to use a tool? Yes
Action: the action to take, should be one of [{tool_names}]
Action Input: the input to the action
Observation: the result of the action
```
When you have a response to say to the Human, or if you do not need to use a tool, you MUST use the format:
```
Thought: Do I need to use a tool? No
Final Answer: [your response here]
```
Begin!
Previous conversation history:
{chat_history}
New input: {input}
{agent_scratchpad}Evaluation Results
1/28/2026
Overall Score
2.14/5
Average across all 3 models
Best Performing Model
Low Confidence
anthropic:claude-3-5-haiku
2.61/5
anthropic:claude-3-5-haiku
#1 Ranked
2.61
/5.00
adh
2.2
cla
4.3
com
1.3
In
895
Out
569
Cost
$0.0030
openai:gpt-5-mini
#2 Ranked
2.46
/5.00
adh
2.0
cla
4.3
com
1.1
In
780
Out
1,939
Cost
$0.0041
google:gemini-2.5-flash-lite
#3 Ranked
1.37
/5.00
adh
0.6
cla
3.2
com
0.4
In
830
Out
867
Cost
$0.0004
Test Case: