LangChain · Capability
LangSmith — examples
LangSmith — examples. 15 operations. Lead operation: Read Examples. Self-contained Naftiko capability covering one Langchain business surface.
What You Can Do
GET
Readexamplesapiv1examplesget
— Read Examples
/v1/api/v1/examples
POST
Createexampleapiv1examplespost
— Create Example
/v1/api/v1/examples
DELETE
Deleteexamplesapiv1examplesdelete
— Delete Examples
/v1/api/v1/examples
POST
Createexamplesapiv1examplesbulkpost
— Create Examples
/v1/api/v1/examples/bulk
PATCH
Legacyupdateexamplesapiv1examplesbulkpatch
— Legacy Update Examples
/v1/api/v1/examples/bulk
GET
Countexamplesapiv1examplescountget
— Count Examples
/v1/api/v1/examples/count
POST
Uploadexamplesfromcsvapiv1examplesuploaddatasetidpost
— Upload Examples From Csv
/v1/api/v1/examples/upload/{dataset-id}
POST
Validateexampleapiv1examplesvalidatepost
— Validate Example
/v1/api/v1/examples/validate
POST
Validateexamplesapiv1examplesvalidatebulkpost
— Validate Examples
/v1/api/v1/examples/validate/bulk
GET
Readexampleapiv1examplesexampleidget
— Read Example
/v1/api/v1/examples/{example-id}
PATCH
Updateexampleapiv1examplesexampleidpatch
— Update Example
/v1/api/v1/examples/{example-id}
DELETE
Deleteexampleapiv1examplesexampleiddelete
— Delete Example
/v1/api/v1/examples/{example-id}
POST
Post
— Hard Delete Examples
/v1/v1/platform/datasets/examples/delete
POST
Post
— Upload Examples
/v1/v1/platform/datasets/{dataset-id}/examples
PATCH
Patch
— Update Examples
/v1/v1/platform/datasets/{dataset-id}/examples
MCP Tools
read-examples
Read Examples
read-only
idempotent
create-example
Create Example
delete-examples
Delete Examples
idempotent
create-examples
Create Examples
legacy-update-examples
Legacy Update Examples
idempotent
count-examples
Count Examples
read-only
idempotent
upload-examples-csv
Upload Examples From Csv
validate-example
Validate Example
read-only
validate-examples
Validate Examples
read-only
read-example
Read Example
read-only
idempotent
update-example
Update Example
idempotent
delete-example
Delete Example
idempotent
hard-delete-examples
Hard Delete Examples
upload-examples
Upload Examples
update-examples
Update Examples
idempotent
Capability Spec
naftiko: 1.0.0-alpha2
info:
label: LangSmith — examples
description: 'LangSmith — examples. 15 operations. Lead operation: Read Examples. Self-contained Naftiko capability covering
one Langchain business surface.'
tags:
- Langchain
- examples
created: '2026-05-19'
modified: '2026-05-19'
binds:
- namespace: env
keys:
LANGCHAIN_API_KEY: LANGCHAIN_API_KEY
capability:
consumes:
- type: http
namespace: langchain-examples
baseUri: ''
description: LangSmith — examples business capability. Self-contained, no shared references.
resources:
- name: api-v1-examples
path: /api/v1/examples
operations:
- name: readexamplesapiv1examplesget
method: GET
description: Read Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: id
in: query
type: string
- name: as_of
in: query
type: string
description: Only modifications made on or before this time are included. If None, the latest version of the dataset
is used.
- name: metadata
in: query
type: string
- name: full_text_contains
in: query
type: string
- name: splits
in: query
type: string
- name: dataset
in: query
type: string
- name: offset
in: query
type: integer
- name: limit
in: query
type: integer
- name: order
in: query
type: string
- name: random_seed
in: query
type: string
- name: select
in: query
type: array
- name: descending
in: query
type: string
- name: filter
in: query
type: string
- name: createexampleapiv1examplespost
method: POST
description: Create Example
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: deleteexamplesapiv1examplesdelete
method: DELETE
description: Delete Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: example_ids
in: query
type: array
required: true
- name: api-v1-examples-bulk
path: /api/v1/examples/bulk
operations:
- name: createexamplesapiv1examplesbulkpost
method: POST
description: Create Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: legacyupdateexamplesapiv1examplesbulkpatch
method: PATCH
description: Legacy Update Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: api-v1-examples-count
path: /api/v1/examples/count
operations:
- name: countexamplesapiv1examplescountget
method: GET
description: Count Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: id
in: query
type: string
- name: as_of
in: query
type: string
description: Only modifications made on or before this time are included. If None, the latest version of the dataset
is used.
- name: metadata
in: query
type: string
- name: full_text_contains
in: query
type: string
- name: splits
in: query
type: string
- name: dataset
in: query
type: string
- name: filter
in: query
type: string
- name: api-v1-examples-upload-dataset_id
path: /api/v1/examples/upload/{dataset_id}
operations:
- name: uploadexamplesfromcsvapiv1examplesuploaddatasetidpost
method: POST
description: Upload Examples From Csv
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: dataset_id
in: path
type: string
required: true
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: api-v1-examples-validate
path: /api/v1/examples/validate
operations:
- name: validateexampleapiv1examplesvalidatepost
method: POST
description: Validate Example
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
- name: api-v1-examples-validate-bulk
path: /api/v1/examples/validate/bulk
operations:
- name: validateexamplesapiv1examplesvalidatebulkpost
method: POST
description: Validate Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
- name: api-v1-examples-example_id
path: /api/v1/examples/{example_id}
operations:
- name: readexampleapiv1examplesexampleidget
method: GET
description: Read Example
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: example_id
in: path
type: string
required: true
- name: as_of
in: query
type: string
description: Only modifications made on or before this time are included. If None, the latest version of the dataset
is used.
- name: dataset
in: query
type: string
- name: updateexampleapiv1examplesexampleidpatch
method: PATCH
description: Update Example
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: example_id
in: path
type: string
required: true
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: deleteexampleapiv1examplesexampleiddelete
method: DELETE
description: Delete Example
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: example_id
in: path
type: string
required: true
- name: v1-platform-datasets-examples-delete
path: /v1/platform/datasets/examples/delete
operations:
- name: post
method: POST
description: Hard Delete Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: v1-platform-datasets-dataset_id-examples
path: /v1/platform/datasets/{dataset_id}/examples
operations:
- name: post
method: POST
description: Upload Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: dataset_id
in: path
type: string
description: Dataset ID
required: true
- name: body
in: body
type: object
description: Request body (JSON).
required: true
- name: patch
method: PATCH
description: Update Examples
outputRawFormat: json
outputParameters:
- name: result
type: object
value: $.
inputParameters:
- name: dataset_id
in: path
type: string
description: Dataset ID
required: true
- name: body
in: body
type: object
description: Request body (JSON).
required: true
authentication:
type: bearer
token: '{{env.LANGCHAIN_API_KEY}}'
exposes:
- type: rest
namespace: langchain-examples-rest
port: 8080
description: REST adapter for LangSmith — examples. One Spectral-compliant resource per consumed operation, prefixed with
/v1.
resources:
- path: /v1/api/v1/examples
name: api-v1-examples
description: REST surface for api-v1-examples.
operations:
- method: GET
name: readexamplesapiv1examplesget
description: Read Examples
call: langchain-examples.readexamplesapiv1examplesget
with:
id: rest.id
as_of: rest.as_of
metadata: rest.metadata
full_text_contains: rest.full_text_contains
splits: rest.splits
dataset: rest.dataset
offset: rest.offset
limit: rest.limit
order: rest.order
random_seed: rest.random_seed
select: rest.select
descending: rest.descending
filter: rest.filter
outputParameters:
- type: object
mapping: $.
- method: POST
name: createexampleapiv1examplespost
description: Create Example
call: langchain-examples.createexampleapiv1examplespost
with:
body: rest.body
outputParameters:
- type: object
mapping: $.
- method: DELETE
name: deleteexamplesapiv1examplesdelete
description: Delete Examples
call: langchain-examples.deleteexamplesapiv1examplesdelete
with:
example_ids: rest.example_ids
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/bulk
name: api-v1-examples-bulk
description: REST surface for api-v1-examples-bulk.
operations:
- method: POST
name: createexamplesapiv1examplesbulkpost
description: Create Examples
call: langchain-examples.createexamplesapiv1examplesbulkpost
with:
body: rest.body
outputParameters:
- type: object
mapping: $.
- method: PATCH
name: legacyupdateexamplesapiv1examplesbulkpatch
description: Legacy Update Examples
call: langchain-examples.legacyupdateexamplesapiv1examplesbulkpatch
with:
body: rest.body
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/count
name: api-v1-examples-count
description: REST surface for api-v1-examples-count.
operations:
- method: GET
name: countexamplesapiv1examplescountget
description: Count Examples
call: langchain-examples.countexamplesapiv1examplescountget
with:
id: rest.id
as_of: rest.as_of
metadata: rest.metadata
full_text_contains: rest.full_text_contains
splits: rest.splits
dataset: rest.dataset
filter: rest.filter
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/upload/{dataset-id}
name: api-v1-examples-upload-dataset-id
description: REST surface for api-v1-examples-upload-dataset_id.
operations:
- method: POST
name: uploadexamplesfromcsvapiv1examplesuploaddatasetidpost
description: Upload Examples From Csv
call: langchain-examples.uploadexamplesfromcsvapiv1examplesuploaddatasetidpost
with:
dataset_id: rest.dataset_id
body: rest.body
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/validate
name: api-v1-examples-validate
description: REST surface for api-v1-examples-validate.
operations:
- method: POST
name: validateexampleapiv1examplesvalidatepost
description: Validate Example
call: langchain-examples.validateexampleapiv1examplesvalidatepost
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/validate/bulk
name: api-v1-examples-validate-bulk
description: REST surface for api-v1-examples-validate-bulk.
operations:
- method: POST
name: validateexamplesapiv1examplesvalidatebulkpost
description: Validate Examples
call: langchain-examples.validateexamplesapiv1examplesvalidatebulkpost
outputParameters:
- type: object
mapping: $.
- path: /v1/api/v1/examples/{example-id}
name: api-v1-examples-example-id
description: REST surface for api-v1-examples-example_id.
operations:
- method: GET
name: readexampleapiv1examplesexampleidget
description: Read Example
call: langchain-examples.readexampleapiv1examplesexampleidget
with:
example_id: rest.example_id
as_of: rest.as_of
dataset: rest.dataset
outputParameters:
- type: object
mapping: $.
- method: PATCH
name: updateexampleapiv1examplesexampleidpatch
description: Update Example
call: langchain-examples.updateexampleapiv1examplesexampleidpatch
with:
example_id: rest.example_id
body: rest.body
outputParameters:
- type: object
mapping: $.
- method: DELETE
name: deleteexampleapiv1examplesexampleiddelete
description: Delete Example
call: langchain-examples.deleteexampleapiv1examplesexampleiddelete
with:
example_id: rest.example_id
outputParameters:
- type: object
mapping: $.
- path: /v1/v1/platform/datasets/examples/delete
name: v1-platform-datasets-examples-delete
description: REST surface for v1-platform-datasets-examples-delete.
operations:
- method: POST
name: post
description: Hard Delete Examples
call: langchain-examples.post
with:
body: rest.body
outputParameters:
- type: object
mapping: $.
- path: /v1/v1/platform/datasets/{dataset-id}/examples
name: v1-platform-datasets-dataset-id-examples
description: REST surface for v1-platform-datasets-dataset_id-examples.
operations:
- method: POST
name: post
description: Upload Examples
call: langchain-examples.post
with:
dataset_id: rest.dataset_id
body: rest.body
outputParameters:
- type: object
mapping: $.
- method: PATCH
name: patch
description: Update Examples
call: langchain-examples.patch
with:
dataset_id: rest.dataset_id
body: rest.body
outputParameters:
- type: object
mapping: $.
- type: mcp
namespace: langchain-examples-mcp
port: 9090
transport: http
description: MCP adapter for LangSmith — examples. One tool per consumed operation, routed inline through this capability's
consumes block.
tools:
- name: read-examples
description: Read Examples
hints:
readOnly: true
destructive: false
idempotent: true
call: langchain-examples.readexamplesapiv1examplesget
with:
id: tools.id
as_of: tools.as_of
metadata: tools.metadata
full_text_contains: tools.full_text_contains
splits: tools.splits
dataset: tools.dataset
offset: tools.offset
limit: tools.limit
order: tools.order
random_seed: tools.random_seed
select: tools.select
descending: tools.descending
filter: tools.filter
outputParameters:
- type: object
mapping: $.
- name: create-example
description: Create Example
hints:
readOnly: false
destructive: false
idempotent: false
call: langchain-examples.createexampleapiv1examplespost
with:
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: delete-examples
description: Delete Examples
hints:
readOnly: false
destructive: true
idempotent: true
call: langchain-examples.deleteexamplesapiv1examplesdelete
with:
example_ids: tools.example_ids
outputParameters:
- type: object
mapping: $.
- name: create-examples
description: Create Examples
hints:
readOnly: false
destructive: false
idempotent: false
call: langchain-examples.createexamplesapiv1examplesbulkpost
with:
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: legacy-update-examples
description: Legacy Update Examples
hints:
readOnly: false
destructive: false
idempotent: true
call: langchain-examples.legacyupdateexamplesapiv1examplesbulkpatch
with:
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: count-examples
description: Count Examples
hints:
readOnly: true
destructive: false
idempotent: true
call: langchain-examples.countexamplesapiv1examplescountget
with:
id: tools.id
as_of: tools.as_of
metadata: tools.metadata
full_text_contains: tools.full_text_contains
splits: tools.splits
dataset: tools.dataset
filter: tools.filter
outputParameters:
- type: object
mapping: $.
- name: upload-examples-csv
description: Upload Examples From Csv
hints:
readOnly: false
destructive: false
idempotent: false
call: langchain-examples.uploadexamplesfromcsvapiv1examplesuploaddatasetidpost
with:
dataset_id: tools.dataset_id
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: validate-example
description: Validate Example
hints:
readOnly: true
destructive: false
idempotent: false
call: langchain-examples.validateexampleapiv1examplesvalidatepost
outputParameters:
- type: object
mapping: $.
- name: validate-examples
description: Validate Examples
hints:
readOnly: true
destructive: false
idempotent: false
call: langchain-examples.validateexamplesapiv1examplesvalidatebulkpost
outputParameters:
- type: object
mapping: $.
- name: read-example
description: Read Example
hints:
readOnly: true
destructive: false
idempotent: true
call: langchain-examples.readexampleapiv1examplesexampleidget
with:
example_id: tools.example_id
as_of: tools.as_of
dataset: tools.dataset
outputParameters:
- type: object
mapping: $.
- name: update-example
description: Update Example
hints:
readOnly: false
destructive: false
idempotent: true
call: langchain-examples.updateexampleapiv1examplesexampleidpatch
with:
example_id: tools.example_id
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: delete-example
description: Delete Example
hints:
readOnly: false
destructive: true
idempotent: true
call: langchain-examples.deleteexampleapiv1examplesexampleiddelete
with:
example_id: tools.example_id
outputParameters:
- type: object
mapping: $.
- name: hard-delete-examples
description: Hard Delete Examples
hints:
readOnly: false
destructive: false
idempotent: false
call: langchain-examples.post
with:
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: upload-examples
description: Upload Examples
hints:
readOnly: false
destructive: false
idempotent: false
call: langchain-examples.post
with:
dataset_id: tools.dataset_id
body: tools.body
outputParameters:
- type: object
mapping: $.
- name: update-examples
description: Update Examples
hints:
readOnly: false
destructive: false
idempotent: true
call: langchain-examples.patch
with:
dataset_id: tools.dataset_id
body: tools.body
outputParameters:
- type: object
mapping: $.