Calculation ChatBot

[sqrt676]

Given that I have data from retrival chain, I want to perform different calculations based on user prompt. I know the formulas for calculation, how can i automate this task such that based on the user prompt the correct calculation is called.

Example: Data retrieved : A=100, B=330. user wants to find C. Which is A*B, where * denotes some calculation(s).
How can this process be automated in langchain?

[dosubot[bot]]

🤖

Hello,

Based on your request, it seems you want to perform calculations based on user prompts using the LangChain framework. LangChain does support automated calculations based on user prompts, as evident from the API specification file for the Calculator Plugin.

To automate the process of performing calculations based on user prompts, you can extend the current Calculator Plugin in LangChain to support more complex calculations. This can be done by adding new paths to the API specification for each new operation you want to support.

For example, if you want to add support for a new operation that multiplies two numbers (A and B in your case), you could add a new path like this:

"/calculator/multiply/{a}/{b}": {
   "get": {
      "operationId": "multiply",
      "summary": "Multiply two numbers",
      "parameters": [
         {
            "in": "path",
            "name": "a",
            "schema": {
               "type": "number"
            },
            "required": true,
            "description": "The first number."
         },
         {
            "in": "path",
            "name": "b",
            "schema": {
               "type": "number"
            },
            "required": true,
            "description": "The second number."
         }
      ],
      "responses": {
         "200": {
            "description": "OK",
            "content": {
               "application/json": {
                  "schema": {
                     "$ref": "#/components/schemas/calculateResponse"
                  }
               }
            }
         }
      }
   }
}

This new path defines a GET operation that multiplies two numbers. The numbers are provided as path parameters. The response is a JSON object with a single property "result" that contains the result of the calculation.

Please note that this only extends the API specification. You would also need to implement the new operation in the server code that handles these requests.

You can refer to the API specification file for more details on how to extend the Calculator Plugin.

I hope this helps! If you have any more questions, feel free to ask.

Best,
Dosu

Sources

• libs/langchain/tests/unit_tests/examples/test_specs/calculator/apispec.json

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[sqrt676]

Thanks for the help!