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Moorcheh

Interact with Moorcheh Vector Store API

Actions11

Answer → Generate

AI-generated

Overview

This node interacts with the Moorcheh Vector Store API to generate answers based on a query within a specified namespace. It supports advanced AI models and allows customization of parameters such as top K results, threshold, temperature, and chat history. This node is useful for scenarios where users want to retrieve AI-generated answers from a vector store, such as in knowledge bases, customer support, or AI-driven Q&A systems.

Use Case Examples

  1. Generating an AI-based answer to a user query within a specific namespace using the Claude Sonnet 4.6 model.
  2. Customizing the answer generation with temperature and chat history to simulate a conversational assistant.
  3. Using kiosk mode with a threshold to filter answers based on confidence scores.

Properties

Name Meaning
Namespace The namespace within the Moorcheh vector store to query for generating the answer. This is a required string input.
Type The type of answer generation, fixed as 'text' and hidden from the user.
Query The query string for which the answer is to be generated. This is a required input.
Top K The number of top relevant results to consider when generating the answer.
Threshold The confidence threshold used in kiosk mode to filter answers.
Kiosk Mode A boolean flag to enable kiosk mode, which applies the threshold filter to answers.
AI Model The AI model to use for generating the answer. Options include various models like Amazon Nova Pro, Claude Opus 4.6, DeepSeek R1, Llama 4 Maverick 17B, OpenAI GPT OSS 120B, and others.
Temperature The temperature parameter controls the randomness of the AI model's output during answer generation.
Header Prompt An optional header prompt to prepend to the query for context or instruction.
Footer Prompt An optional footer prompt to append to the query for context or instruction.
Chat History A collection of previous messages with roles (user or assistant) and content to provide conversational context for the answer generation.

Output

JSON

  • json - The JSON response from the Moorcheh API containing the generated answer and related data.

Dependencies

  • An API key credential for Moorcheh API authentication

Troubleshooting

  • Ensure the namespace and query parameters are correctly set and not empty, as they are required for generating answers.
  • Verify that the API key credential for Moorcheh API is valid and has the necessary permissions.
  • If the node throws an error about unsupported resource or operation, check that the resource is set to 'answer' and operation to 'generate'.
  • If JSON parsing errors occur in metadata, ensure that any metadata input is valid JSON format.

Discussion