Trigger Embedding Bulk
curl --request POST \
--url https://api.meshapi.ai/v1/files/embed \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--data '
{
"file_ids": [
"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T"
],
"wait": false,
"metadata": {
"source": "docs"
}
}
'import requests
url = "https://api.meshapi.ai/v1/files/embed"
payload = {
"file_ids": ["file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T"],
"wait": False,
"metadata": { "source": "docs" }
}
headers = {
"Authorization": "Bearer <token>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
body: JSON.stringify({
file_ids: ['file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T'],
wait: false,
metadata: {source: 'docs'}
})
};
fetch('https://api.meshapi.ai/v1/files/embed', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.meshapi.ai/v1/files/embed",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'file_ids' => [
'file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T'
],
'wait' => false,
'metadata' => [
'source' => 'docs'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.meshapi.ai/v1/files/embed"
payload := strings.NewReader("{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.meshapi.ai/v1/files/embed")
.header("Authorization", "Bearer <token>")
.header("Content-Type", "application/json")
.body("{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.meshapi.ai/v1/files/embed")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}"
response = http.request(request)
puts response.read_body{
"results": [
{
"file_id": "file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T",
"embedding_status": "queued",
"chunk_count": null,
"error": null
}
]
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}RAG
Trigger Embedding Bulk
Manually enqueue embedding jobs for one or more files.
Each file must have upload_status=ready and embedding_status=pending or failed. Returns a per-file result — successes are ‘queued’, failures include an error message.
POST
/
v1
/
files
/
embed
Trigger Embedding Bulk
curl --request POST \
--url https://api.meshapi.ai/v1/files/embed \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--data '
{
"file_ids": [
"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T"
],
"wait": false,
"metadata": {
"source": "docs"
}
}
'import requests
url = "https://api.meshapi.ai/v1/files/embed"
payload = {
"file_ids": ["file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T"],
"wait": False,
"metadata": { "source": "docs" }
}
headers = {
"Authorization": "Bearer <token>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
body: JSON.stringify({
file_ids: ['file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T'],
wait: false,
metadata: {source: 'docs'}
})
};
fetch('https://api.meshapi.ai/v1/files/embed', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.meshapi.ai/v1/files/embed",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'file_ids' => [
'file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T'
],
'wait' => false,
'metadata' => [
'source' => 'docs'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.meshapi.ai/v1/files/embed"
payload := strings.NewReader("{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.meshapi.ai/v1/files/embed")
.header("Authorization", "Bearer <token>")
.header("Content-Type", "application/json")
.body("{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.meshapi.ai/v1/files/embed")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"file_ids\": [\n \"file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T\"\n ],\n \"wait\": false,\n \"metadata\": {\n \"source\": \"docs\"\n }\n}"
response = http.request(request)
puts response.read_body{
"results": [
{
"file_id": "file_01JZ0S3N6M8ZQ8DGK9VY1R2H3T",
"embedding_status": "queued",
"chunk_count": null,
"error": null
}
]
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}Authorizations
Enter your MeshAPI key (rsk_...) — sent as Authorization: Bearer <key>.
Headers
Dated version of the API contract to pin this request to. Omit it and the request is served under 2026-08 — the oldest supported version, so an existing integration is never moved by a release. A malformed or unsupported value is rejected with 400 invalid_api_version rather than falling back silently. The version actually served is echoed as X-Mesh-Version on every response, including errors.
Available options:
2026-08 Body
application/json
Response
Successful Response
Show child attributes
Show child attributes
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