Install Jentic One Beta

Connect the Seldon External API to your agent

Jentic One is a self-hosted execution layer for AI agents. It lets your agent call the Seldon External 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.

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%2Fseldon.local%2Fseldon-external-api" | sh

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%2Fseldon.local%2Fseldon-external-api" | sh
jentic register       # connects your agent to your Jentic One instance

Jentic 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 Seldon External API.

Predict

SendFeedback

Integrate Seldon External API into automated workflows

Query and filter Seldon External API records by parameters

Monitor Seldon External API operational status and events

GET STARTED

Start building with Seldon External API

Explore with Jentic One

View OpenAPI Document

Data Retrieval and Monitoring

Query Seldon External API resources on a schedule to track changes, generate alerts, or feed downstream dashboards. Agents poll relevant endpoints, compare against previous state, and trigger actions when thresholds are crossed.

Poll the primary Seldon External API endpoint, compare response to last known state, and alert if changed

AI Agent Integration via Jentic

AI agents discover and call Seldon External API endpoints through Jentic without managing credentials directly. An agent searches for the required operation by intent, receives the matching endpoint schema, and executes the call with Jentic-managed authentication. This eliminates the need to read API documentation or handle bearer tokens manually.

Search Jentic for 'predict', load the operation schema, and execute with Jentic-managed credentials

Key Endpoints

2 endpoints — seldon.

METHOD

PATH

DESCRIPTION

POST

/seldon/{namespace}/{deployment}/api/v1.0/predictions

Predict

POST

/seldon/{namespace}/{deployment}/api/v1.0/feedback

SendFeedback

POST

/seldon/{namespace}/{deployment}/api/v1.0/predictions

Predict

POST

/seldon/{namespace}/{deployment}/api/v1.0/feedback

SendFeedback

Why Jentic?

What agents get from Jentic-routed access to this vendor.

Setup

Wiring the Seldon External API engine by hand means supplying its bearer token, resolving the deployment {host} and {port} into the right base URL, and building each prediction and feedback request yourself. Through Jentic you install once, import Seldon External from the API Directory, store the token once, and your agent calls it.

Permission scoping

Seldon puts the namespace and deployment in the URL path (/seldon/{namespace}/{deployment}/...), so a rule can pin your agent to one deployment: it can send predictions and feedback there and nothing else. You choose the operations it may call, so feedback submission is not included unless you add it.

Credential isolation

Your Seldon token 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 'send a prediction request to a model' or 'submit feedback on a prediction', and Jentic returns the matching Seldon operation with its input schema so the agent calls the right endpoint without browsing the reference docs.

FAQs

Specific to using Seldon External API through Jentic.

What authentication does the Seldon External API use?

The Seldon External API uses a Bearer token in the Authorization header. Through Jentic, these credentials are stored encrypted in your Jentic One instance and injected at execution time, so raw secrets never enter the agent context.

Can I predict with the Seldon External API?

Yes. Use the POST /seldon/{namespace}/{deployment}/api/v1.0/predictions endpoint. The API returns structured JSON responses that agents can parse and act on directly.

What are the rate limits for the Seldon External API?

Rate limits are not specified in the OpenAPI spec. Check the vendor documentation for current limits. Through Jentic, rate limiting is handled automatically with retry logic built into the execution layer.

How do I predict through Jentic?

Install the Jentic SDK with pip install jentic, authenticate through Jentic One, the self-hosted execution layer, then search for 'predict'. Jentic returns the matching Seldon External API operation with its input schema. Load the schema and execute the call - credentials are injected automatically.

How many endpoints does the Seldon External API have?

The Seldon External API exposes 2 endpoints covering seldon operations.

Can I limit what my agent is allowed to do with the Seldon External API?

Yes. Because you run Jentic One yourself and write the rules that decide which operations and credentials your agent may use, you control exactly what it can call on the Seldon External API. Seldon places the namespace and deployment in the URL path, so a rule can pin the agent to a single deployment, and you choose whether it may send predictions, submit feedback, or both. If you only allow the predictions operation, the agent cannot post feedback, and it cannot touch any other deployment.

Seldon External API

Browse all Seldon APIs

AI ReadinessNon-Ready (F)0/100

See full scorecard

Developer ToolsSource Controlbearer2 EndpointsREST

For Agents

Programmatically predict, sendfeedback. Covers 2 operations with bearer authentication.

Use for: I need to predict, I want to sendfeedback, Get the current status of Seldon External API resources, List all records from Seldon External API

Not supported: Does not handle payments, communications, or crm - use for developer tools only.

seldon.local/engine version 0.1. The API exposes 2 endpoints secured with bearer authentication.

Jentic One on Github View OpenAPI Document

Show dimension breakdown

Foundational Compliance

Base layer of spec validity and structural soundness.

Grade: BSignals: 4

97%

Lint Results

Aggregated quality score from linter diagnostics, weighted by severity.

100%

Resolution Completeness

Percentage of `$ref` references that resolve successfully.

Specification Validity

Checks whether the API description parses successfully and conforms to its declared specification (e.g., OpenAPI).

60%

Structural Integrity

Structural correctness score based on schema issues using logarithmic dampening.

Developer Experience & Jentic Compatibility

Clarity, completeness, and ingestion readiness for developers and tooling.

Grade: C+Signals: 4

Example Density

How richly the API is illustrated with examples.

100%

Example Validity

Percentage of examples that conform to their schemas.

25%

Response Coverage

Percentage of operations with complete response definitions (success, client error, server error).

100%

Tooling Readiness

Health of API ingestion, bundling, and resolution within Jentic pipelines.

AI-Readiness & Agent Experience

Semantic breadth, depth, and agent comprehension for AI systems.

Grade: FSignals: 4

31%

Description Coverage

Coverage of descriptions across API elements.

Error Standardization

Coverage of RFC 9457 Problem Details for error responses.

100%

OperationId Quality

Coverage, uniqueness, and casing consistency of operationIds for AI inference.

Summary Coverage

Coverage of summaries across operations/tags/info.

Agent Usability

Functional utility, complexity comfort, and AI orchestration readiness.

Grade: A+Signals: 1

94%

Complexity Comfort

Agent comfort level based on API operational and structural complexity.

Security

Trust, risk posture, and security compliance.

Grade: B-Signals: 1

60%

Authentication Strength

Average quality of security schemes based on authentication method strength (weakest link for OAuth2).

AI Discoverability

Findability, semantic richness, and reasoning readiness.

Grade: FSignals: 1

Descriptive Richness

Clarity and depth of descriptions across API elements.

Connect the Seldon External API to your agent

Capabilities

Start building with Seldon External API

Use Cases

Key Endpoints

Why Jentic?

Related APIs

FAQs

Seldon External API

Jentic AI Readiness Score

Seldon External API

Foundational Compliance

Lint Results

Resolution Completeness

Specification Validity

Structural Integrity

Developer Experience & Jentic Compatibility

Example Density

Example Validity

Response Coverage

Tooling Readiness

AI-Readiness & Agent Experience

Description Coverage

Error Standardization

OperationId Quality

Summary Coverage

Agent Usability

Complexity Comfort

Security

Authentication Strength

AI Discoverability

Descriptive Richness