NeuralSeek API
Community OpenAPI document · agent-readyAI/MLLanguage ModelsapiKey28 EndpointsREST
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For Agents
Answer natural-language questions over a knowledge base, run maiStro prompt and agent flows, categorize and extract text, and translate content. Authenticates with an API key sent in the apikey header.
Use for: Answer a question over the connected knowledge base, Run a maiStro prompt template, Categorize a piece of text, Extract structured fields from text
Not supported: Does not host or train the underlying models. Use the NeuralSeek API for retrieval-augmented answers, maiStro flows, categorization, extraction, and translation.
NeuralSeek is a generative AI platform for retrieval-augmented answers over enterprise knowledge. The API answers natural-language questions with sourced results, orchestrates prompts and agent flows with maiStro, categorizes and extracts text, translates content, and checks API keys and instance configuration.
Install Jentic One Beta
Connect the NeuralSeek API to your agent
Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the NeuralSeek API, or any other public or private API you need. You set the rules, the agent never sees your credentials, and every call is logged.
Two steps, two machines. Install the instance in a safe environment, then register your agent from wherever it runs.
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Step 1: Jentic One Host machine
# On the machine that will host your Jentic One instance:
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Fneuralseek.com%2Fneuralseek" | sh2
Step 2: Agent machine
# On the machine where your agent runs (keep this separate from the instance):
curl -fsSL "https://jentic.com/install.sh?src=apis&api=%2Fapis%2Fneuralseek.com%2Fneuralseek" | sh
jentic register # connects your agent to your Jentic One instanceJentic One is in public beta. The setup above keeps your agent separate from the instance, which is what you want before using real credentials: an agent running as the same OS user as Jentic One can read its stored keys directly. Just evaluating? A single local install is fine to start. See the secure deployment guide for the tiers.
Capabilities
What an agent can do with NeuralSeek API.
Answer natural-language questions over a connected knowledge base
Orchestrate prompts and agent flows with maiStro
Categorize text against defined categories
Extract structured data from text
Translate text between languages
Check an API key and instance configuration
Use Cases
Patterns agents use NeuralSeek API for, with concrete tasks.
★ Retrieval-Augmented Q&A
An AI agent connected through Jentic can answer questions grounded in enterprise content. The seek operation returns an answer with its supporting sources, so an assistant can respond with cited material instead of an unverified guess.
Answer a user's question over the knowledge base and return the supporting sources
Prompt and Agent Orchestration
Complex generative tasks need structured prompting. NeuralSeek's maiStro runs templated prompt and agent flows, letting an agent invoke a defined workflow and read back its generated output rather than assembling prompts by hand.
Run a named maiStro template with the supplied inputs and return the output
Text Classification and Extraction
Structured processing of unstructured text is a common step. The API categorizes text against defined categories and extracts structured fields, so an agent can label incoming content and pull out the values a downstream step needs.
Categorize a document and extract its key fields
Key Endpoints
28 endpoints — neuralseek is a generative ai platform for retrieval-augmented answers over enterprise knowledge.
METHOD
PATH
DESCRIPTION
POST
/seek
Answer a question with sourced results
POST
/maistro
Run a maiStro prompt or agent flow
POST
/categorize
Categorize text against defined categories
POST
/extract
Extract structured data from text
POST
/translate
Translate text between languages
POST
/seek
Answer a question with sourced results
POST
/maistro
Run a maiStro prompt or agent flow
POST
/categorize
Categorize text against defined categories
POST
/extract
Extract structured data from text
POST
/translate
Translate text between languages
Why Jentic?
What agents get from Jentic-routed access to this vendor.
Setup
Wiring the NeuralSeek API by hand means provisioning an instance key, building seek and maiStro request bodies, and threading the key through every call yourself. Through Jentic you install once, import NeuralSeek from the API Directory, store the key once, and your agent calls the seek and text operations directly.
Permission scoping
You choose which of the operations your agent may call. You might allow question answering and translation while blocking configuration and key operations, so the agent can use the platform without changing its setup.
Credential isolation
Your NeuralSeek API key is stored once, encrypted, by your own Jentic One instance and injected at execution time. It never enters the agent's prompt, logs, or context.
Intent-based discovery
Agents search Jentic by intent such as 'answer a question over the knowledge base', and Jentic returns the matching NeuralSeek operation with its input schema so the agent calls it with the right question.
Related APIs
Alternatives and complements available in the Jentic catalogue.
FAQs
Specific to using NeuralSeek API through Jentic.
What authentication does the NeuralSeek API use?
It authenticates with an API key sent in the apikey header, per the OpenAPI spec. Through Jentic the key is stored once, encrypted, by your own self-hosted instance and injected when the agent calls, so it never appears in the agent's prompt or logs.
Can I limit what my agent is allowed to do with the NeuralSeek API?
Yes. You choose which operations the agent may call. You might allow question answering and translation while blocking configuration and key operations, so the agent can use the platform without changing its setup, with every call logged by your own instance.
Is there a NeuralSeek MCP server?
You don't need an MCP server to give your agent the NeuralSeek API. Jentic connects it directly from the API Directory: import it, store the key once, and your agent calls the seek, maiStro, and text operations. Operations are discovered on demand, so nothing extra loads into the agent's context.
What are the rate limits for the NeuralSeek API?
The OpenAPI spec does not define rate limits. Check the NeuralSeek documentation for any plan limits before running high-volume seek or maiStro operations.
What can the NeuralSeek API do?
It answers natural-language questions over a knowledge base with sources, runs maiStro prompt and agent flows, categorizes and extracts text, translates content, and checks API keys and instance configuration.
How do I answer a question through Jentic?
Search Jentic by intent, for example 'answer a question over the knowledge base', and Jentic returns the matching NeuralSeek operation with its input schema. Your agent supplies the question and reads back the sourced answer. To run it on your own infrastructure, install Jentic One from its GitHub repo.
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