Installation
Starting with v2.0.0, if you’re using the Vercel AI SDK integration or other features that require schema validation, you must install
zod as a peer dependency: npm install zodFunctions
addAzureBlobHeaders
addAzureBlobHeaders functionRecord
string
BaseExperiment
Use this to specify that the dataset should actually be the data from a previous (base) experiment. If you do not specify a name, Braintrust will automatically figure out the best base experiment to use based on your git history (or fall back to timestamps).Object
string
The name of the base experiment to use. If unspecified, Braintrust will automatically figure out the best base
using your git history (or fall back to timestamps).
braintrustFlueObserver
Braintrust’s Flue observe subscriber. Pass this directly to @flue/runtime/app.observe: const unsubscribe = observe(braintrustFlueObserver);unknown
unknown
BraintrustMiddleware
Creates a Braintrust middleware for AI SDK v2 that automatically traces generateText and streamText calls with comprehensive metadata and metrics.MiddlewareConfig
Configuration options for the middleware
buildLocalSummary
buildLocalSummary functionEvaluatorDef
string
required
string
required
string
An optional experiment id to use as a base. If specified, the new experiment will be summarized
and compared to this experiment. This takes precedence over
baseExperimentName if specified.string
An optional experiment name to use as a base. If specified, the new experiment will be summarized
and compared to this experiment.
EvalClassifier[]
A set of functions that take an input, output, and expected value and return a
Classification. Results are recorded under the classifications column.
At least one of scores or classifiers must be provided.EvalData
required
A function that returns a list of inputs, expected outputs, and metadata.
string
An optional description for the experiment.
ErrorScoreHandler
Optionally supply a custom function to specifically handle score values when tasks or scoring functions have errored.
A default implementation is exported as
defaultErrorScoreHandler which will log a 0 score to the root span for any scorer that was not run.string
An optional name for the experiment.
boolean
Flushes spans before calling scoring functions
Object
Optional settings for collecting git metadata. By default, Braintrust collects the git metadata fields allowed by your organization’s git metadata settings. If those settings are absent, git metadata is not collected unless this option is set.
boolean
Whether the experiment should be public. Defaults to false.
number
The maximum number of tasks/scorers that will be run concurrently.
Defaults to undefined, in which case there is no max concurrency.
Record
Optional additional metadata for the experiment.
Parameters | RemoteEvalParameters | Promise
A set of parameters that will be passed to the evaluator.
Can be:
- A raw EvalParameters schema (Zod schemas)
- A Parameters instance from loadParameters()
- A Promise<Parameters> from loadParameters()
string
If specified, uses the given project ID instead of the evaluator’s name to identify the project.
null | Object
Optionally explicitly specify the git metadata for this experiment. This takes precedence over
gitMetadataSettings if specified.EvalScorer[]
A set of functions that take an input, output, and expected value and return a
Score.
At least one of scores or classifiers must be provided.AbortSignal
An abort signal that can be used to stop the evaluation.
BraintrustState
If specified, uses the logger state to initialize Braintrust objects. If unspecified, falls back
to the global state (initialized using your API key).
boolean
Whether to summarize the scores of the experiment after it has run.
Defaults to true.
string[]
Optional tags for the experiment.
EvalTask
required
A function that takes an input and returns an output.
number
The duration, in milliseconds, after which to time out the evaluation.
Defaults to undefined, in which case there is no timeout.
number
The number of times to run the evaluator per input. This is useful for evaluating applications that
have non-deterministic behavior and gives you both a stronger aggregate measure and a sense of the
variance in the results.
boolean
Whether to update an existing experiment with
experiment_name if one exists. Defaults to false.EvalResult[]
ScoreAccumulator
configureInstrumentation
Configure auto-instrumentation. This must be called before importing any AI SDKs to take effect.InstrumentationConfig
InstrumentationIntegrationsConfig
Configuration for individual SDK integrations.
Set to false to disable instrumentation for that SDK.
constructLogs3OverflowRequest
constructLogs3OverflowRequest functionstring
createFinalValuePassThroughStream
Create a stream that passes through the final value of the stream. This is used to implementBraintrustStream.finalValue().
Object
A function to call with the final value of the stream.
Object
currentExperiment
Returns the currently-active experiment (set byinit). Returns undefined if no current experiment has been set.
OptionalStateArg
currentLogger
Returns the currently-active logger (set byinitLogger). Returns undefined if no current logger has been set.
unknown
currentSpan
Return the currently-active span for logging (set by one of thetraced methods). If there is no active span, returns a no-op span object, which supports the same interface as spans but does no logging.
See Span for full details.
OptionalStateArg
DatasetPipeline
Creates a runnable dataset pipeline. Dataset pipelines can be used to take trace data stored in Braintrust, filter and transform it, and directly feed it back into a Braintrust dataset. You can run a dataset pipeline with thebt CLI using bt datasets pipeline run some-file-path.ts --limit 100.
The limit option controls how many spans/traces (depending on the definition.source.scope option) are discovered for the pipeline.
- The API for this function is not yet stabilized and may change or be removed across non-major versions. Functionality is not guaranteed.
DatasetPipelineDefinition
defaultErrorScoreHandler
defaultErrorScoreHandler functionObject
EvalCase
required
Span
required
string[]
required
deserializePlainStringAsJSON
deserializePlainStringAsJSON functionstring
devNullWritableStream
devNullWritableStream functionEval
Eval functionstring
Evaluator
string
An optional experiment id to use as a base. If specified, the new experiment will be summarized
and compared to this experiment. This takes precedence over
baseExperimentName if specified.string
An optional experiment name to use as a base. If specified, the new experiment will be summarized
and compared to this experiment.
EvalClassifier[]
A set of functions that take an input, output, and expected value and return a
Classification. Results are recorded under the classifications column.
At least one of scores or classifiers must be provided.EvalData
required
A function that returns a list of inputs, expected outputs, and metadata.
string
An optional description for the experiment.
ErrorScoreHandler
Optionally supply a custom function to specifically handle score values when tasks or scoring functions have errored.
A default implementation is exported as
defaultErrorScoreHandler which will log a 0 score to the root span for any scorer that was not run.string
An optional name for the experiment.
boolean
Flushes spans before calling scoring functions
Object
Optional settings for collecting git metadata. By default, Braintrust collects the git metadata fields allowed by your organization’s git metadata settings. If those settings are absent, git metadata is not collected unless this option is set.
boolean
Whether the experiment should be public. Defaults to false.
number
The maximum number of tasks/scorers that will be run concurrently.
Defaults to undefined, in which case there is no max concurrency.
Record
Optional additional metadata for the experiment.
Parameters | RemoteEvalParameters | Promise
A set of parameters that will be passed to the evaluator.
Can be:
- A raw EvalParameters schema (Zod schemas)
- A Parameters instance from loadParameters()
- A Promise<Parameters> from loadParameters()
string
If specified, uses the given project ID instead of the evaluator’s name to identify the project.
null | Object
Optionally explicitly specify the git metadata for this experiment. This takes precedence over
gitMetadataSettings if specified.EvalScorer[]
A set of functions that take an input, output, and expected value and return a
Score.
At least one of scores or classifiers must be provided.AbortSignal
An abort signal that can be used to stop the evaluation.
BraintrustState
If specified, uses the logger state to initialize Braintrust objects. If unspecified, falls back
to the global state (initialized using your API key).
boolean
Whether to summarize the scores of the experiment after it has run.
Defaults to true.
string[]
Optional tags for the experiment.
EvalTask
required
A function that takes an input and returns an output.
number
The duration, in milliseconds, after which to time out the evaluation.
Defaults to undefined, in which case there is no timeout.
number
The number of times to run the evaluator per input. This is useful for evaluating applications that
have non-deterministic behavior and gives you both a stronger aggregate measure and a sense of the
variance in the results.
boolean
Whether to update an existing experiment with
experiment_name if one exists. Defaults to false.string | ReporterDef | EvalOptions
flush
Flush any pending rows to the server.OptionalStateArg
getContextManager
getContextManager functiongetIdGenerator
Factory function that creates a new ID generator instance each time. This eliminates global state and makes tests parallelizable. Each caller gets their own generator instance.getPromptVersions
Get the versions for a prompt.string
The ID of the project to query
string
The ID of the prompt to get versions for
getSpanParentObject
Mainly for internal use. Return the parent object for starting a span in a global context. Applies precedence: current span > propagated parent string > experiment > logger.unknown
string
getTemplateRenderer
Gets an active template renderer by name. Returnsundefined if the renderer is not active.
string
Name of the renderer to retrieve
init
Log in, and then initialize a new experiment in a specified project. If the project does not exist, it will be created.Readonly
Options for configuring init().
string
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
string
string
AnyDataset | DatasetRef
string
string
GitMetadataSettings
boolean
Record
ParametersRef | RemoteEvalParameters
string
RepoInfo
boolean
BraintrustState
string[]
boolean
initDataset
Create a new dataset in a specified project. If the project does not exist, it will be created.Readonly
Options for configuring initDataset().
string
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
string
string
string
Record
string
string
BraintrustState
string
initExperiment
Alias for init(options).Readonly
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
string
string
AnyDataset | DatasetRef
string
string
GitMetadataSettings
boolean
Record
ParametersRef | RemoteEvalParameters
string
RepoInfo
boolean
BraintrustState
string[]
boolean
initFunction
Creates a function that can be used as a task or scorer in the Braintrust evaluation framework. The returned function wraps a Braintrust function and can be passed directly to Eval(). When used as a task:Object
Options for the function.
string
required
The project name containing the function.
string
required
The slug of the function to invoke.
BraintrustState
Optional Braintrust state to use.
string
Optional version of the function to use. Defaults to latest.
initLogger
Create a new logger in a specified project. If the project does not exist, it will be created.Readonly
Additional options for configuring init().
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
OrgProjectMetadata
string
string
boolean
BraintrustState
initNodeTestSuite
Creates a new Node.js test suite with Braintrust experiment tracking.NodeTestSuiteConfig
invoke
Invoke a Braintrust function, returning aBraintrustStream or the value as a plain
Javascript object.
unknown
The arguments for the function (see
InvokeFunctionArgs for more details)."llm" | "scorer" | "task" | "tool" | "custom_view" | "preprocessor" | "facet" | "classifier" | "tag" | "parameters" | "sandbox"
The type of the global function to invoke. If unspecified, defaults to ‘scorer’ for backward compatibility.
string
The ID of the function to invoke.
string
The name of the global function to invoke.
Input
required
The input to the function. This will be logged as the
input field in the span.Object | Object | Object | Object | Object | Object | Object[]
Additional OpenAI-style messages to add to the prompt (only works for llm functions).
Record
Additional metadata to add to the span. This will be logged as the
metadata field in the span.
It will also be available as the {{metadata}} field in the prompt and as the metadata argument
to the function.null | "text" | "auto" | "parallel" | "json"
The mode of the function. If “auto”, will return a string if the function returns a string,
and a JSON object otherwise. If “parallel”, will return an array of JSON objects with one
object per tool call.
Record
Per-call deep-merge into the resolved function data server-side. Useful for facet,
code, global, and remote_eval functions (for example, overriding a facet’s
model
or a global function’s config). Has no effect on prompt functions, whose
parameters live on a separate field that the override path does not touch.string | Exportable
The parent of the function. This can be an existing span, logger, or experiment, or
the output of
.export() if you are distributed tracing. If unspecified, will use
the same semantics as traced() to determine the parent and no-op if not in a tracing
context.string
The ID of the project to use for execution context (API keys, project defaults, etc.).
This is not the project the function belongs to, but the project context for the invocation.
string
The name of the project containing the function to invoke.
string
The ID of the function in the prompt session to invoke.
string
The ID of the prompt session to invoke the function from.
unknown
A Zod schema to validate the output of the function and return a typed value. This
is only used if
stream is false.string
The slug of the function to invoke.
BraintrustState
(Advanced) This parameter allows you to pass in a custom login state. This is useful
for multi-tenant environments where you are running functions from different Braintrust
organizations.
Stream
Whether to stream the function’s output. If true, the function will return a
BraintrustStream, otherwise it will return the output of the function as a JSON
object.boolean
Whether to use strict mode for the function. If true, the function will throw an error
if the variable names in the prompt do not match the input keys.
string[]
Tags to add to the span. This will be logged as the
tags field in the span.string
The version of the function to invoke.
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
isTemplateFormat
isTemplateFormat functionunknown
loadParameters
Load parameters from the specified project.LoadParametersByProjectNameOptions
Options for configuring loadParameters().
loadPrompt
Load a prompt from the specified project.LoadPromptOptions
Options for configuring loadPrompt().
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
DefaultPromptArgs
string
string
boolean
string
string
string
BraintrustState
string
log
Log a single event to the current experiment. The event will be batched and uploaded behind the scenes.ExperimentLogFullArgs
The event to log. See
Experiment.log for full details.unknown
required
string
required
logError
logError functionSpan
string
required
Row ID of the span.
"span"
required
string
required
Root span ID of the span.
string
required
Span ID of the span.
string[]
required
Parent span IDs of the span.
unknown
login
Log into Braintrust. This will prompt you for your API token, which you can find at https://www.braintrust.dev/app/token. This method is called automatically byinit().
unknown
Options for configuring login().
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
Login again, even if you have already logged in (by default, this function will exit quickly if you have already logged in)
loginToState
loginToState functionLoginOptions
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
newId
newId functionparseCachedHeader
parseCachedHeader functionundefined | null | string
parseTemplateFormat
parseTemplateFormat functionunknown
TemplateFormat
permalink
Format a permalink to the Braintrust application for viewing the span represented by the providedslug.
Links can be generated at any time, but they will only become viewable after
the span and its root have been flushed to the server and ingested.
If you have a Span object, use Span.link instead.
string
The identifier generated from
Span.export.Object
Optional arguments.
string
The app URL to use. If not provided, the app URL will be inferred from the state.
string
The org name to use. If not provided, the org name will be inferred from the state.
BraintrustState
The login state to use. If not provided, the global state will be used.
pickLogs3OverflowObjectIds
pickLogs3OverflowObjectIds functionRecord
promptDefinitionToPromptData
promptDefinitionToPromptData functionunknown
string[]
string
required
objectOutputType | objectOutputType | objectOutputType | objectOutputType | objectOutputType
"none" | "mustache" | "nunjucks"
Object[]
registerOtelFlush
Register a callback to flush OTEL spans. This is called by @braintrust/otel when it initializes a BraintrustSpanProcessor/Exporter. When ensureSpansFlushed is called (e.g., before a BTQL query in scorers), this callback will be invoked to ensure OTEL spans are flushed to the server. Also disables the span cache, since OTEL spans aren’t in the local cache and we need BTQL to see the complete span tree (both native + OTEL spans).Object
registerTemplatePlugin
Register a template plugin and optionally activate it Ifoptions is provided it will be used to create the active renderer.
If options is omitted but the plugin defines defaultOptions, the
registry will activate the renderer using those defaults.
TemplateRendererPlugin
Object
required
Factory function that creates a renderer instance.
unknown
Default configuration options for this plugin.
string
required
Unique identifier for this plugin.
Must match the format string used in
templateFormat option.renderMessage
renderMessage functionObject
T
renderPromptParams
renderPromptParams functionundefined | objectOutputType | objectOutputType | objectOutputType | objectOutputType | objectOutputType
Record
Object
boolean
TemplateFormat
renderTemplateContent
renderTemplateContent functionstring
Record
Object
Object
boolean
TemplateFormat
Reporter
Reporter functionstring
ReporterBody
reportFailures
reportFailures functionEvaluatorDef
string
required
string
required
string
An optional experiment id to use as a base. If specified, the new experiment will be summarized
and compared to this experiment. This takes precedence over
baseExperimentName if specified.string
An optional experiment name to use as a base. If specified, the new experiment will be summarized
and compared to this experiment.
EvalClassifier[]
A set of functions that take an input, output, and expected value and return a
Classification. Results are recorded under the classifications column.
At least one of scores or classifiers must be provided.EvalData
required
A function that returns a list of inputs, expected outputs, and metadata.
string
An optional description for the experiment.
ErrorScoreHandler
Optionally supply a custom function to specifically handle score values when tasks or scoring functions have errored.
A default implementation is exported as
defaultErrorScoreHandler which will log a 0 score to the root span for any scorer that was not run.string
An optional name for the experiment.
boolean
Flushes spans before calling scoring functions
Object
Optional settings for collecting git metadata. By default, Braintrust collects the git metadata fields allowed by your organization’s git metadata settings. If those settings are absent, git metadata is not collected unless this option is set.
boolean
Whether the experiment should be public. Defaults to false.
number
The maximum number of tasks/scorers that will be run concurrently.
Defaults to undefined, in which case there is no max concurrency.
Record
Optional additional metadata for the experiment.
Parameters | RemoteEvalParameters | Promise
A set of parameters that will be passed to the evaluator.
Can be:
- A raw EvalParameters schema (Zod schemas)
- A Parameters instance from loadParameters()
- A Promise<Parameters> from loadParameters()
string
If specified, uses the given project ID instead of the evaluator’s name to identify the project.
null | Object
Optionally explicitly specify the git metadata for this experiment. This takes precedence over
gitMetadataSettings if specified.EvalScorer[]
A set of functions that take an input, output, and expected value and return a
Score.
At least one of scores or classifiers must be provided.AbortSignal
An abort signal that can be used to stop the evaluation.
BraintrustState
If specified, uses the logger state to initialize Braintrust objects. If unspecified, falls back
to the global state (initialized using your API key).
boolean
Whether to summarize the scores of the experiment after it has run.
Defaults to true.
string[]
Optional tags for the experiment.
EvalTask
required
A function that takes an input and returns an output.
number
The duration, in milliseconds, after which to time out the evaluation.
Defaults to undefined, in which case there is no timeout.
number
The number of times to run the evaluator per input. This is useful for evaluating applications that
have non-deterministic behavior and gives you both a stronger aggregate measure and a sense of the
variance in the results.
boolean
Whether to update an existing experiment with
experiment_name if one exists. Defaults to false.EvalResult[]
ReporterOpts
runEvaluator
runEvaluator functionnull | Experiment
EvaluatorDef
string
required
string
required
string
An optional experiment id to use as a base. If specified, the new experiment will be summarized
and compared to this experiment. This takes precedence over
baseExperimentName if specified.string
An optional experiment name to use as a base. If specified, the new experiment will be summarized
and compared to this experiment.
EvalClassifier[]
A set of functions that take an input, output, and expected value and return a
Classification. Results are recorded under the classifications column.
At least one of scores or classifiers must be provided.EvalData
required
A function that returns a list of inputs, expected outputs, and metadata.
string
An optional description for the experiment.
ErrorScoreHandler
Optionally supply a custom function to specifically handle score values when tasks or scoring functions have errored.
A default implementation is exported as
defaultErrorScoreHandler which will log a 0 score to the root span for any scorer that was not run.string
An optional name for the experiment.
boolean
Flushes spans before calling scoring functions
Object
Optional settings for collecting git metadata. By default, Braintrust collects the git metadata fields allowed by your organization’s git metadata settings. If those settings are absent, git metadata is not collected unless this option is set.
boolean
Whether the experiment should be public. Defaults to false.
number
The maximum number of tasks/scorers that will be run concurrently.
Defaults to undefined, in which case there is no max concurrency.
Record
Optional additional metadata for the experiment.
Parameters | RemoteEvalParameters | Promise
A set of parameters that will be passed to the evaluator.
Can be:
- A raw EvalParameters schema (Zod schemas)
- A Parameters instance from loadParameters()
- A Promise<Parameters> from loadParameters()
string
If specified, uses the given project ID instead of the evaluator’s name to identify the project.
null | Object
Optionally explicitly specify the git metadata for this experiment. This takes precedence over
gitMetadataSettings if specified.EvalScorer[]
A set of functions that take an input, output, and expected value and return a
Score.
At least one of scores or classifiers must be provided.AbortSignal
An abort signal that can be used to stop the evaluation.
BraintrustState
If specified, uses the logger state to initialize Braintrust objects. If unspecified, falls back
to the global state (initialized using your API key).
boolean
Whether to summarize the scores of the experiment after it has run.
Defaults to true.
string[]
Optional tags for the experiment.
EvalTask
required
A function that takes an input and returns an output.
number
The duration, in milliseconds, after which to time out the evaluation.
Defaults to undefined, in which case there is no timeout.
number
The number of times to run the evaluator per input. This is useful for evaluating applications that
have non-deterministic behavior and gives you both a stronger aggregate measure and a sense of the
variance in the results.
boolean
Whether to update an existing experiment with
experiment_name if one exists. Defaults to false.ProgressReporter
Filter[]
undefined | Object
InferParameters
boolean
boolean
setFetch
Set the fetch implementation to use for requests. You can specify it here, or when you calllogin.
Object
The fetch implementation to use.
setMaskingFunction
Set a global masking function that will be applied to all logged data before sending to Braintrust. The masking function will be applied after records are merged but before they are sent to the backend.null | Object
A function that takes a JSON-serializable object and returns a masked version.
Set to null to disable masking.
spanComponentsToObjectId
spanComponentsToObjectId functionObject
SpanComponentsV3
required
BraintrustState
startSpan
Lower-level alternative totraced. This allows you to start a span yourself, and can be useful in situations
where you cannot use callbacks. However, spans started with startSpan will not be marked as the “current span”,
so currentSpan() and traced() will be no-ops. If you want to mark a span as current, use traced instead.
See traced for full details.
unknown
StartSpanEventArgs
string
string
ParentSpanIds | MultiParentSpanIds
StartSpanEventArgs
Record
string
number
SpanType
summarize
Summarize the current experiment, including the scores (compared to the closest reference experiment) and metadata.Object
Options for summarizing the experiment.
string
The experiment to compare against. If None, the most recent experiment on the origin’s main branch will be used.
boolean
Whether to summarize the scores. If False, only the metadata will be returned.
traceable
A synonym forwrapTraced. If you’re porting from systems that use traceable, you can use this to
make your codebase more consistent.
F
unknown
StartSpanEventArgs
string
string
ParentSpanIds | MultiParentSpanIds
StartSpanEventArgs
Record
string
number
SpanType
boolean
traced
Toplevel function for starting a span. It checks the following (in precedence order):- Currently-active span
- Currently-active experiment
- Currently-active logger
parent is specified, it creates a span under the specified parent row. If none of these are active, it returns a no-op span object.
See Span.traced for full details.
Object
unknown
StartSpanEventArgs
string
string
ParentSpanIds | MultiParentSpanIds
StartSpanEventArgs
Record
string
number
SpanType
boolean
updateSpan
Update a span using the output ofspan.export(). It is important that you only resume updating
to a span once the original span has been fully written and flushed, since otherwise updates to
the span may conflict with the original span.
unknown
string
required
uploadLogs3OverflowPayload
Upload a logs3 overflow payload to the signed URL. This is a standalone function that can be used by both SDK and app code.Object
The overflow upload metadata from the API
Record
Record
string
required
"POST" | "PUT"
required
string
required
string
The JSON payload string to upload
Object
Optional custom fetch function (defaults to global fetch)
utf8ByteLength
utf8ByteLength functionstring
withCurrent
Runs the provided callback with the span as the current span.Span
string
required
Row ID of the span.
"span"
required
string
required
Root span ID of the span.
string
required
Span ID of the span.
string[]
required
Parent span IDs of the span.
Object
undefined | BraintrustState
withDataset
withDataset functionstring
Object
Readonly
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
string
string
string
Record
string
string
BraintrustState
string
withExperiment
withExperiment functionstring
Object
Readonly
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
string
string
DatasetRef | AnyDataset
string
string
Object
boolean
Record
RemoteEvalParameters | ParametersRef
string
null | Object
boolean
BraintrustState
string[]
boolean
boolean
withLogger
withLogger functionObject
Readonly
string
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
boolean
OrgProjectMetadata
string
string
boolean
BraintrustState
boolean
withParent
withParent functionstring
Object
undefined | BraintrustState
wrapAgentClass
wrapAgentClass functionany
WrapAISDKOptions
wrapAISDK
Wraps Vercel AI SDK methods with Braintrust tracing.T
WrapAISDKOptions
wrapAISDKModel
Wrap an ai-sdk model (created with.chat(), .completion(), etc.) to add tracing. If Braintrust is
not configured, this is a no-op
T
wrapAnthropic
Wrap anAnthropic object (created with new Anthropic(...)) so calls emit
tracing-channel events that Braintrust plugins can consume.
Currently, this only supports the v4 API.
T
wrapClaudeAgentSDK
Wraps the Claude Agent SDK with Braintrust tracing. Query calls only publish tracing-channel events; the Claude Agent SDK plugin owns all span lifecycle work, including root/task spans, LLM spans, tool spans, and sub-agent spans.T
The Claude Agent SDK module
wrapCohere
Wrap a Cohere client so method calls emit diagnostics-channel events that Braintrust plugins can consume.T
wrapCopilotClient
Wrap a CopilotClient instance (created withnew CopilotClient(...)) with
Braintrust tracing.
The wrapper intercepts createSession and resumeSession so that the same
plugin logic used by auto-instrumentation applies — session spans, turn
spans, LLM spans with token metrics, and tool spans are all produced.
T
wrapCursorSDK
Wraps the Cursor TypeScript SDK with Braintrust tracing. The wrapper emits diagnostics-channel events; the Cursor SDK plugin owns span lifecycle.T
wrapGenkit
Wrap a Genkit instance or module so Genkit calls emit diagnostics-channel events that Braintrust plugins can consume. This supports both:const ai = wrapGenkit(genkit({ ... }))- wrapping the module namespace and then calling its
genkitfactory
T
wrapGoogleADK
Wrap a Google ADK module (imported withimport * as adk from '@google/adk') to add tracing.
If Braintrust is not configured, nothing will be traced.
This wraps:
- Runner.runAsync / InMemoryRunner.runAsync — top-level agent execution
- BaseAgent.runAsync (and all subclasses) — individual agent invocations
- BaseTool.runAsync / FunctionTool.runAsync — tool execution
T
The Google ADK module
wrapGoogleGenAI
Wrap a Google GenAI module (imported withimport * as googleGenAI from '@google/genai') to add tracing.
If Braintrust is not configured, nothing will be traced.
T
The Google GenAI module
wrapGroq
Wrap a Groq client (created withnew Groq(...)) with Braintrust tracing.
T
wrapHuggingFace
Wrap a HuggingFace Inference SDK module or client with Braintrust tracing. Supports the LLM and embeddings APIs we intentionally instrument:- chatCompletion
- chatCompletionStream
- textGeneration
- textGenerationStream
- featureExtraction
HuggingFaceModule
wrapMastraAgent
wrapMastraAgent functionT
Object
string
string
wrapMistral
Wrap a Mistral client (created withnew Mistral(...)) with Braintrust tracing.
T
wrapOpenAI
Wrap anOpenAI object (created with new OpenAI(...)) to add tracing. If Braintrust is
not configured, nothing will be traced. If this is not an OpenAI object, this function is
a no-op.
Currently, this supports the v4, v5, and v6 API.
T
wrapOpenAICodexSDK
Wraps the OpenAI Codex TypeScript SDK with Braintrust tracing. The wrapper emits diagnostics-channel events; the OpenAI Codex plugin owns span lifecycle.T
wrapOpenAIv4
wrapOpenAIv4 functionT
wrapOpenRouter
Wrap an OpenRouter client (created withnew OpenRouter(...)) so calls emit
diagnostics-channel events that Braintrust plugins can consume.
T
wrapOpenRouterAgent
Wrap an @openrouter/agent OpenRouter client so callModel() emits diagnostics-channel events consumed by the OpenRouter Agent plugin.T
wrapTraced
Wrap a function withtraced, using the arguments as input and return value as output.
Any functions wrapped this way will automatically be traced, similar to the @traced decorator
in Python. If you want to correctly propagate the function’s name and define it in one go, then
you can do so like this:
myFunc will be traced, and the input and output will be logged automatically.
If tracing is inactive, i.e. there is no active logger or experiment, it’s just a no-op.
F
The function to wrap.
unknown
Span-level arguments (e.g. a custom name or type) to pass to
traced.StartSpanEventArgs
string
string
ParentSpanIds | MultiParentSpanIds
StartSpanEventArgs
Record
string
number
SpanType
boolean
wrapVitest
Wraps Vitest methods with Braintrust experiment tracking. This automatically creates datasets and experiments from your Vitest tests, tracking pass/fail rates and evaluation metrics. Experiments are automatically flushed after all tests complete.VitestMethods
Object containing Vitest methods (test, describe, expect, etc.)
WrapperConfig
Optional configuration object
Classes
Attachment
Represents an attachment to be uploaded and the associated metadata.Attachment objects can be inserted anywhere in an event, allowing you to
log arbitrary file data. The SDK will asynchronously upload the file to
object storage and replace the Attachment object with an
AttachmentReference.
Properties
Object
The object that replaces this
Attachment at upload time.data(), debugInfo(), upload()
BaseAttachment
BaseAttachment class PropertiesObject | Object
data(), debugInfo(), upload()
BraintrustLangChainCallbackHandler
BraintrustLangChainCallbackHandler class Propertiesstring
endSpan(), handleAgentAction(), handleAgentEnd(), handleChainEnd(), handleChainError(), handleChainStart(), handleChatModelStart(), handleLLMEnd(), handleLLMError(), handleLLMNewToken(), handleLLMStart(), handleRetrieverEnd(), handleRetrieverError(), handleRetrieverStart(), handleToolEnd(), handleToolError(), handleToolStart(), startSpan()
BraintrustObservabilityExporter
Translates MastraTracingEvents into Braintrust spans.
Construct one instance per Observability config (Mastra holds onto it for
the process lifetime). Safe to register on multiple Mastra instances, but
each instance maintains its own span map keyed by Mastra spanId.
Properties
"braintrust"
exportTracingEvent(), flush(), shutdown()
BraintrustState
BraintrustState class Propertiesnull | string
null | string
null | string
undefined | Experiment
undefined | Logger
IsoAsyncLocalStorage
IsoAsyncLocalStorage
DebugLogLevel
Object
Object
string
boolean
null | string
null | string
null | string
ParametersCache
PromptCache
null | string
SpanCache
unknown
unknown
[RESET_CONTEXT_MANAGER_STATE](), apiConn(), appConn(), bgLogger(), copyLoginInfo(), disable(), enforceQueueSizeLimit(), flushOtel(), getDebugLogLevel(), hasDebugLogLevelOverride(), httpLogger(), login(), loginReplaceApiConn(), proxyConn(), registerOtelFlush(), resetIdGenState(), resetLoginInfo(), serialize(), setDebugLogLevel(), setFetch(), setMaskingFunction(), setOverrideBgLogger(), toJSON(), toString(), deserialize()
BraintrustStream
A Braintrust stream. This is a wrapper around a ReadableStream ofBraintrustStreamChunk,
with some utility methods to make them easy to log and convert into various formats.
Methods
[asyncIterator](), copy(), finalValue(), toReadableStream(), parseRawEvent(), serializeRawEvent()
CachedSpanFetcher
Cached span fetcher that handles fetching and caching spans by type. Caching strategy:- Cache spans by span type (Map<spanType, SpanData[]>)
- Track if all spans have been fetched (allFetched flag)
- When filtering by spanType, only fetch types not already in cache
getSpans()
CodeFunction
CodeFunction class Propertiesstring
Fn
"error" | "ignore" | "replace"
Record
string
ZodType
Project
ZodType
string
string[]
"llm" | "scorer" | "task" | "tool" | "custom_view" | "preprocessor" | "facet" | "classifier" | "tag" | "parameters" | "sandbox"
key()
CodePrompt
CodePrompt class Propertiesstring
string[]
"llm" | "scorer" | "task" | "tool" | "custom_view" | "preprocessor" | "facet" | "classifier" | "tag" | "parameters" | "sandbox"
string
"error" | "ignore" | "replace"
Record
string
Project
Object
string
string[]
Object | Object | GenericCodeFunction[]
toFunctionDefinition()
ContextManager
ContextManager class MethodsgetCurrentSpan(), getParentSpanIds(), runInContext(), wrapSpanForStore()
Dataset
A dataset is a collection of records, such as model inputs and expected outputs, which represent data you can use to evaluate and fine-tune models. You can log production data to datasets, curate them with interesting examples, edit/delete records, and run evaluations against them. You should not createDataset objects directly. Instead, use the braintrust.initDataset() method.
Properties
unknown
unknown
unknown
unknown
[asyncIterator](), clearCache(), close(), createSnapshot(), delete(), deleteSnapshot(), fetch(), fetchedData(), flush(), getInternalBtql(), getPinnedVersion(), getSnapshot(), getState(), insert(), listSnapshots(), restore(), restorePreview(), setPinnedVersion(), summarize(), toEvalData(), update(), updateSnapshot(), version(), isDataset()
EvalResultWithSummary
EvalResultWithSummary class PropertiesEvalResult[]
ExperimentSummary
toJSON(), toString()
Experiment
An experiment is a collection of logged events, such as model inputs and outputs, which represent a snapshot of your application at a particular point in time. An experiment is meant to capture more than just the model you use, and includes the data you use to test, pre- and post- processing code, comparison metrics (scores), and any other metadata you want to include. Experiments are associated with a project, and two experiments are meant to be easily comparable via theirinputs. You can change the attributes of the experiments in a project (e.g. scoring functions)
over time, simply by changing what you log.
You should not create Experiment objects directly. Instead, use the braintrust.init() method.
Properties
AnyDataset
"experiment"
unknown
unknown
unknown
unknown
[asyncIterator](), clearCache(), close(), export(), fetch(), fetchBaseExperiment(), fetchedData(), flush(), getInternalBtql(), getPinnedVersion(), getState(), log(), logFeedback(), setPinnedVersion(), startSpan(), summarize(), traced(), updateSpan(), version()
ExternalAttachment
Represents an attachment that resides in an external object store and the associated metadata.ExternalAttachment objects can be inserted anywhere in an event, similar to
Attachment objects, but they reference files that already exist in an external
object store rather than requiring upload. The SDK will replace the ExternalAttachment
object with an AttachmentReference during logging.
Properties
Object
The object that replaces this
ExternalAttachment at upload time.data(), debugInfo(), upload()
FailedHTTPResponse
FailedHTTPResponse class Propertiesstring
number
string
IDGenerator
Abstract base class for ID generators MethodsgetSpanId(), getTraceId(), shareRootSpanId()
JSONAttachment
Represents a JSON object that should be stored as an attachment.JSONAttachment is a convenience function that creates an Attachment
from JSON data. It’s particularly useful for large JSON objects that
would otherwise bloat the trace size.
The JSON data is automatically serialized and stored as an attachment
with content type “application/json”.
Properties
Object
The object that replaces this
Attachment at upload time.data(), debugInfo(), upload()
LazyValue
LazyValue class Propertiesunknown
get(), getSync()
LocalTrace
SDK implementation of Trace that uses local span cache and falls back to BTQL. Carries identifying information about the evaluation so scorers can perform richer logging or side effects. MethodsgetConfiguration(), getSpans(), getThread(), toJSON()
Logger
Logger class Properties"logger"
unknown
unknown
unknown
unknown
unknown
export(), flush(), log(), logFeedback(), startSpan(), traced(), updateSpan()
LoginInvalidOrgError
LoginInvalidOrgError class Propertiesstring
NoopSpan
A fake implementation of the Span API which does nothing. This can be used as the default span. Propertiesstring
Row ID of the span.
"span"
string
Root span ID of the span.
string
Span ID of the span.
string[]
Parent span IDs of the span.
close(), end(), export(), flush(), getParentInfo(), link(), log(), logFeedback(), permalink(), setAttributes(), startSpan(), startSpanWithParents(), state(), toString(), traced()
ObjectFetcher
ObjectFetcher class Propertiesunknown
[asyncIterator](), clearCache(), fetch(), fetchedData(), getInternalBtql(), getPinnedVersion(), getState(), setPinnedVersion(), version()
Project
Project class Propertiesstring
string
ParametersBuilder
PromptBuilder
ScorerBuilder
ToolBuilder
addCodeFunction(), addParameters(), addPrompt(), publish()
ProjectNameIdMap
ProjectNameIdMap class MethodsgetId(), getName(), resolve()
Prompt
Prompt class Propertiesunknown
unknown
unknown
unknown
unknown
unknown
unknown
unknown
unknown
build(), buildWithAttachments(), fromPromptData(), isPrompt(), renderPrompt()
PromptBuilder
PromptBuilder class Methodscreate()
ReadonlyAttachment
A readonly alternative toAttachment, which can be used for fetching
already-uploaded Attachments.
Properties
Object | Object
Attachment metadata.
asBase64Url(), data(), metadata(), status()
ReadonlyExperiment
A read-only view of an experiment, initialized by passingopen: true to init().
Properties
unknown
unknown
unknown
[asyncIterator](), asDataset(), clearCache(), fetch(), fetchedData(), getInternalBtql(), getPinnedVersion(), getState(), setPinnedVersion(), version()
ScorerBuilder
ScorerBuilder class Methodscreate()
SpanFetcher
Fetcher for spans by root_span_id, using the ObjectFetcher pattern. Handles pagination automatically via cursor-based iteration. Propertiesunknown
[asyncIterator](), clearCache(), fetch(), fetchedData(), getInternalBtql(), getPinnedVersion(), getState(), setPinnedVersion(), version()
SpanImpl
Primary implementation of theSpan interface. See Span for full details on each method.
We suggest using one of the various traced methods, instead of creating Spans directly. See Span.startSpan for full details.
Properties
"span"
unknown
Row ID of the span.
unknown
Root span ID of the span.
unknown
Span ID of the span.
unknown
Parent span IDs of the span.
close(), end(), export(), flush(), getParentInfo(), link(), log(), logFeedback(), permalink(), setAttributes(), setSpanParents(), startSpan(), startSpanWithParents(), state(), toString(), traced()
TestBackgroundLogger
TestBackgroundLogger class Methodsdrain(), flush(), flushBackpressureBytes(), log(), pendingFlushBytes(), setMaskingFunction()
ToolBuilder
ToolBuilder class Methodscreate()
UUIDGenerator
ID generator that uses UUID4 for both span and trace IDs MethodsgetSpanId(), getTraceId(), shareRootSpanId()
Interfaces
AttachmentParams
AttachmentParams interface Propertiesstring
string | ArrayBuffer | Blob
string
BraintrustState
BackgroundLoggerOpts
BackgroundLoggerOpts interface Propertiesboolean
Object
ContextParentSpanIds
ContextParentSpanIds interface Propertiesstring
string[]
DatasetSummary
Summary of a dataset’s scores and metadata. Propertiesundefined | DataSummary
Summary of the dataset’s data.
string
Name of the dataset.
string
URL to the experiment’s page in the Braintrust app.
string
Name of the project that the dataset belongs to.
string
URL to the project’s page in the Braintrust app.
DataSummary
Summary of a dataset’s data. Propertiesnumber
New or updated records added in this session.
number
Total records in the dataset.
EvalHooks
EvalHooks interface PropertiesExpected
The expected output for the current evaluation.
Object
unknown
The metadata object for the current evaluation. You can mutate this object to add or remove metadata.
InferParameters
The current parameters being used for this specific task execution.
Array parameters are converted to single values.
Object
Report progress that will show up in the playground.
Span
The task’s span.
undefined | string[]
The tags for the current evaluation.
number
The index of the current trial (0-based). This is useful when trialCount > 1.
Evaluator
Defines an evaluator. At least one ofscores or classifiers must be provided.
Properties
string
An optional experiment id to use as a base. If specified, the new experiment will be summarized
and compared to this experiment. This takes precedence over
baseExperimentName if specified.string
An optional experiment name to use as a base. If specified, the new experiment will be summarized
and compared to this experiment.
EvalClassifier[]
A set of functions that take an input, output, and expected value and return a
Classification. Results are recorded under the classifications column.
At least one of scores or classifiers must be provided.EvalData
A function that returns a list of inputs, expected outputs, and metadata.
string
An optional description for the experiment.
ErrorScoreHandler
Optionally supply a custom function to specifically handle score values when tasks or scoring functions have errored.
A default implementation is exported as
defaultErrorScoreHandler which will log a 0 score to the root span for any scorer that was not run.string
An optional name for the experiment.
boolean
Flushes spans before calling scoring functions
Object
Optional settings for collecting git metadata. By default, Braintrust collects the git metadata fields allowed by your organization’s git metadata settings. If those settings are absent, git metadata is not collected unless this option is set.
boolean
Whether the experiment should be public. Defaults to false.
number
The maximum number of tasks/scorers that will be run concurrently.
Defaults to undefined, in which case there is no max concurrency.
Record
Optional additional metadata for the experiment.
Parameters | RemoteEvalParameters | Promise
A set of parameters that will be passed to the evaluator.
Can be:
- A raw EvalParameters schema (Zod schemas)
- A Parameters instance from loadParameters()
- A Promise<Parameters> from loadParameters()
string
If specified, uses the given project ID instead of the evaluator’s name to identify the project.
null | Object
Optionally explicitly specify the git metadata for this experiment. This takes precedence over
gitMetadataSettings if specified.EvalScorer[]
A set of functions that take an input, output, and expected value and return a
Score.
At least one of scores or classifiers must be provided.AbortSignal
An abort signal that can be used to stop the evaluation.
BraintrustState
If specified, uses the logger state to initialize Braintrust objects. If unspecified, falls back
to the global state (initialized using your API key).
boolean
Whether to summarize the scores of the experiment after it has run.
Defaults to true.
string[]
Optional tags for the experiment.
EvalTask
A function that takes an input and returns an output.
number
The duration, in milliseconds, after which to time out the evaluation.
Defaults to undefined, in which case there is no timeout.
number
The number of times to run the evaluator per input. This is useful for evaluating applications that
have non-deterministic behavior and gives you both a stronger aggregate measure and a sense of the
variance in the results.
boolean
Whether to update an existing experiment with
experiment_name if one exists. Defaults to false.ExperimentSummary
Summary of an experiment’s scores and metadata. Propertiesstring
The experiment scores are baselined against.
string
ID of the experiment. May be
undefined if the eval was run locally.string
Name of the experiment.
string
URL to the experiment’s page in the Braintrust app.
Record
string
string
Name of the project that the experiment belongs to.
string
URL to the project’s page in the Braintrust app.
Record
Summary of the experiment’s scores.
Exportable
Exportable interfaceExternalAttachmentParams
ExternalAttachmentParams interface Propertiesstring
string
BraintrustState
string
FunctionEvent
FunctionEvent interface Propertiesstring
Object[]
Object | Object | Object | Object | Object | Object | Object | Object | Object
"llm" | "scorer" | "task" | "tool" | "custom_view" | "preprocessor" | "facet" | "classifier" | "tag" | "parameters" | "sandbox"
"error" | "ignore" | "replace"
Record
string
string
Object
string
string[]
GetThreadOptions
Options for getThread(). Propertiesstring
The preprocessor to use for extracting the thread.
If not specified, uses the project default preprocessor,
falling back to the global “thread” preprocessor.
InstrumentationConfig
InstrumentationConfig interface PropertiesInstrumentationIntegrationsConfig
Configuration for individual SDK integrations.
Set to false to disable instrumentation for that SDK.
InvokeFunctionArgs
Arguments for theinvoke function.
Properties
"llm" | "scorer" | "task" | "tool" | "custom_view" | "preprocessor" | "facet" | "classifier" | "tag" | "parameters" | "sandbox"
The type of the global function to invoke. If unspecified, defaults to ‘scorer’ for backward compatibility.
string
The ID of the function to invoke.
string
The name of the global function to invoke.
Input
The input to the function. This will be logged as the
input field in the span.Object | Object | Object | Object | Object | Object | Object[]
Additional OpenAI-style messages to add to the prompt (only works for llm functions).
Record
Additional metadata to add to the span. This will be logged as the
metadata field in the span.
It will also be available as the {{metadata}} field in the prompt and as the metadata argument
to the function.null | "text" | "auto" | "parallel" | "json"
The mode of the function. If “auto”, will return a string if the function returns a string,
and a JSON object otherwise. If “parallel”, will return an array of JSON objects with one
object per tool call.
Record
Per-call deep-merge into the resolved function data server-side. Useful for facet,
code, global, and remote_eval functions (for example, overriding a facet’s
model
or a global function’s config). Has no effect on prompt functions, whose
parameters live on a separate field that the override path does not touch.string | Exportable
The parent of the function. This can be an existing span, logger, or experiment, or
the output of
.export() if you are distributed tracing. If unspecified, will use
the same semantics as traced() to determine the parent and no-op if not in a tracing
context.string
The ID of the project to use for execution context (API keys, project defaults, etc.).
This is not the project the function belongs to, but the project context for the invocation.
string
The name of the project containing the function to invoke.
string
The ID of the function in the prompt session to invoke.
string
The ID of the prompt session to invoke the function from.
unknown
A Zod schema to validate the output of the function and return a typed value. This
is only used if
stream is false.string
The slug of the function to invoke.
BraintrustState
(Advanced) This parameter allows you to pass in a custom login state. This is useful
for multi-tenant environments where you are running functions from different Braintrust
organizations.
Stream
Whether to stream the function’s output. If true, the function will return a
BraintrustStream, otherwise it will return the output of the function as a JSON
object.boolean
Whether to use strict mode for the function. If true, the function will throw an error
if the variable names in the prompt do not match the input keys.
string[]
Tags to add to the span. This will be logged as the
tags field in the span.string
The version of the function to invoke.
LoginOptions
Options for logging in to Braintrust. Propertiesstring
The API key to use. If the parameter is not specified, will try to use the
BRAINTRUST_API_KEY environment variable. In Node.js, if that is unset, will try the nearest .env.braintrust file in the current working directory or parent directories.string
The URL of the Braintrust App. Defaults to https://www.braintrust.dev. You should not need
to change this unless you are doing the “Full” deployment.
false | DebugLogLevel
Controls internal Braintrust SDK troubleshooting output.Use
"error", "warn", "info", or "debug" to control how much
internal SDK troubleshooting output is emitted. Use false to explicitly
disable this output.When omitted, the SDK remains silent unless
BRAINTRUST_DEBUG_LOG_LEVEL is set to "error", "warn", "info", or
"debug". This option only affects local console output; it does not
change what data is logged to Braintrust.boolean
If true, disables the local span cache used to optimize scorer access
to trace data. When disabled, scorers will always fetch spans from the
server. Defaults to false.
Object
A custom fetch implementation to use.
boolean
By default, the SDK installs an event handler that flushes pending writes on the
beforeExit event.
If true, this event handler will not be installed.Object
Calls this function if there’s an error in the background flusher.
string
The name of a specific organization to connect to. Since API keys are scoped to organizations, this parameter is usually
unnecessary unless you are logging in with a JWT.
LogOptions
LogOptions interface PropertiesIsAsyncFlush
Record
LinkArgs
MastraObservabilityExporter
Subset of theObservabilityExporter contract from @mastra/core.
Properties
string
MetricSummary
Summary of a metric’s performance. Propertiesnumber
Difference in metric between the current and reference experiment.
number
Number of improvements in the metric.
number
Average metric across all examples.
string
Name of the metric.
number
Number of regressions in the metric.
string
Unit label for the metric.
ObjectMetadata
ObjectMetadata interface PropertiesRecord
string
string
ParentExperimentIds
ParentExperimentIds interface Propertiesstring
ParentProjectLogIds
ParentProjectLogIds interface Properties"g"
string
ReporterBody
ReporterBody interfaceScoreSummary
Summary of a score’s performance. Propertiesnumber
Difference in score between the current and reference experiment.
number
Number of improvements in the score.
string
Name of the score.
number
Number of regressions in the score.
number
Average score across all examples.
Span
A Span encapsulates logged data and metrics for a unit of work. This interface is shared by all span implementations. We suggest using one of the varioustraced methods, instead of creating Spans directly. See Span.traced for full details.
Properties
string
Row ID of the span.
"span"
string
Root span ID of the span.
string
Span ID of the span.
string[]
Parent span IDs of the span.
SpanData
Span data returned by getSpans(). Propertiesunknown
Record
unknown
Object
string
string[]
TemplateRenderer
TemplateRenderer interface PropertiesObject
Object
TemplateRendererPlugin
A template renderer plugin that can be registered with Braintrust. Plugins provide support for different template engines (e.g., Nunjucks). They use a factory pattern where the plugin is registered once, then activated with specific configuration options when needed. PropertiesObject
Factory function that creates a renderer instance.
unknown
Default configuration options for this plugin.
string
Unique identifier for this plugin.
Must match the format string used in
templateFormat option.