BOX 3.2 / BOX 5.0

LLM: model connections and prompt fields

LLM: model connections and prompt fields. Detailed instructions, field descriptions, procedures, and interface illustrations.

LLM list and model connection

Path: LLM → LLM list, /llm.

Filters are name and state; apply them with Show. To create a connection, click Add LLM.

Field Meaning What to enter
Activate Allows this entry to be used Enable after verifying the connection
Name* Connection name in BOX Sigma — frame analysis model
Driver* Communication protocol Not specified, Simulator, Ollama, OpenAI, RAG, and OpenAI Compatible are the options in the current form
Model : version The service's model/version identifier The exact value supplied by the service administrator; the display name of the BOX entry does not replace it
Agent URL* Service/agent address An address in the format required by the selected driver. Do not arbitrarily append /v1 or /chat/completions to every driver's address
Token* API access credential The secret issued by the service. It is neither prompt text nor a BOX user password
Proxy An intermediary connection server Only if required on this network
BasicAuth User / BasicAuth Pass Additional HTTP authentication Fill in if the ingress gateway uses Basic Auth
Max. connections* The parallel-request limit for this connection A number agreed according to the service's resources. Increasing it does not automatically speed up an overloaded model
Add connection Another working connection instance For a supported configuration using multiple addresses/instances

In the API, connections are represented by an array work_instances. The API default and the number already displayed in the form can differ; do not present either as a universal recommendation.

Simulator is intended for debugging the workflow and does not validate real analysis quality. RAG uses additional context in the supported integration; preparing the knowledge base and the RAG contract requires more than selecting this option. The presence of a driver in the list does not establish that the corresponding external service is available.

LLM → LLM list: BOX 5.0 interface.
LLM → LLM list: BOX 5.0 interface.
Shared module, BOX 3.2 illustration. LLM connection: model, driver, and connection parameters.
Shared module, BOX 3.2 illustration. LLM connection: model, driver, and connection parameters.

Prompt list and common form

Path: LLM → Prompt list, /prompts.

Filters are prompt name and type, with sorting by modification date. Add prompt creates a model instruction linked to sources.

Field Meaning and how to fill in
Activate Enables the prompt; disabled text can be kept as a prepared configuration
Name* Task and scope: Sigma — snow on the access road
LLM* A previously created model connection
Prompt type* Classification, detection, verification, and construction progress are the options in the current interface
Template A template for the selected mode; after selection, read and adapt the text and schema
Add cameras Frame sources; each row may have its own run parameters
Prompt Task text: what to look for, what does not count as a target case, how to handle uncertainty, and what response to return
JSON schema / structure editor The machine-readable response contract. Fields and types must match what BOX processes
Outline event object In verification mode, the bounding box of the original event on the frame, helping identify the object to review
Additional bounding-box/frame parameters The API supports color, thickness, expansion, and coordinate normalization; the availability of specific form controls depends on the mode

The instruction determine whether there is a violation is too vague. A better structure is: observed object → criterion → exclusions → actions for poor visibility → strict response structure. Update the prompt and JSON schema together.

Version information. The API and closed issue BOXD-5030 describe prompt version history. This is useful for reproducibility: record the configuration version/date when comparing results. The existence of this API schema does not mean every creation form has a visible history button.

LLM → Prompt list: BOX 5.0 interface.
LLM → Prompt list: BOX 5.0 interface. Localized reference view adapted from the captured interface; layout and captured settings are preserved.
Prompt: analysis type, cameras, instruction, and response schema.
Prompt: analysis type, cameras, instruction, and response schema. Localized reference view adapted from the captured interface; layout and captured settings are preserved.
Use the documentation and configuration supplied for your installed release. Environment addresses and access credentials are provided privately with the delivery.