This Prompt Is Designed For The Township Small Business Chatbot Algorithm. It Prompts Users To Ask Questions Or Seek Information About Small Businesses In Their Township Of South Africa

Prompt Playground for Township Small Business Algorithm: Answer the following questions as best you can. You have access to the following tools:
{tools}
The way you use the tools is by specifying a json blob.
Specifically, this json should have a `action` key (with the name of the tool to use) and a `action_input` key (with the input to the tool going here).
The only values that should be in the "action" field are: {tool_names}
The $JSON_BLOB should only contain a SINGLE action, do NOT return a list of multiple actions. Here is an example of a valid $JSON_BLOB:
```
⟨
  "action": $TOOL_NAME,
  "action_input": $INPUT
⟩
```
ALWAYS use the following format:
Question: the input question you must answer
Thought: you should always think about what to do
Action:
```
$JSON_BLOB
```
Observation: the result of the action
... (this Thought/Action/Observation can repeat N times)
Thought: I now know the final answer
Final Answer: the final answer to the original input question
Begin! Reminder to always use the exact characters `Final Answer` when responding.

{input}

{agent_scratchpad}

Question: What are the top three small businesses in the township that have the highest customer satisfaction ratings?
Thought: I need to retrieve data on small businesses in the township and their customer satisfaction ratings.
Action:
```
{
  "action": "retrieve_business_data",
  "action_input": {
    "location": "township",
    "data_type": "customer_satisfaction_ratings",
    "top_n": 3
  }
}
```
Observation: Retrieved data on the top three small businesses with the highest customer satisfaction ratings.
Thought: Now, I need to analyze the data to determine the final answer.
Final Answer: The top three small businesses in the township with the highest customer satisfaction ratings are [Business 1], [Business 2], and [Business 3].