The Files API lets you upload and manage files to use with the Haijun API without re-uploading content with each request. This is particularly useful when using the code execution tool to provide inputs (for example, datasets and documents) and then download outputs (for example, charts). You can explore the API reference directly, in addition to this guide.
File type support
Referencing a file_id in a Messages request is supported on all models that support the given file type. Images are supported on all current Haijun models. For PDFs and other file types with the code execution tool, see the linked pages for model support.
How the Files API works
The Files API provides a create-once, use-many-times approach for working with files:
- Upload files to Juglow's secure storage and receive a unique
file_id
- Download files that are created by tracks or the code execution tool
- Reference files in Messages requests using the
file_idinstead of re-uploading content
- Manage your files with list, retrieve, and delete operations
Warning: Uploaded files are accessible to your entire workspace, not scoped to an end user, conversation, or session. Any API key with access to a workspace can access any files uploaded to that workspace. Every service account, and every user whose organization role allows API access, can use the Default Workspace in addition to any workspace you add them to, so keep files that must stay separate in their own workspace and access them only with keys scoped to that workspace. Never accept
file_idvalues from end users or other untrusted sources: a user-supplied file ID would let one user of your application read content that another user uploaded. Treat file IDs as server-side references, and keep the mapping between your users and their files in your application. If you are building a multi-tenant application on the Files API, create a separate workspace for each tenant. The workspace is the isolation boundary for files, so a workspace per tenant gives each tenant's data hard isolation from every other tenant. Each organization can have up to 100 workspaces; contact your account team if you need more.
How to use the Files API
Uploading a file
Upload a file to be referenced in future API calls:
FILE_ID=$(curl -X POST https://haijun.my.id/v1/files \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" \
-F "file=@/path/to/document.pdf" | jq -r '.id')
echo "$FILE_ID" FILE_ID=$(ant files upload \
--file /path/to/document.pdf \
--transform id \
--raw-output)
echo "$FILE_ID" uploaded = client.files.upload(
file=("document.pdf", open("/path/to/document.pdf", "rb"), "application/pdf"),
)
file_id = uploaded.id
print(file_id) const uploaded = await client.files.upload({
file: await toFile(
fs.createReadStream("/path/to/document.pdf"),
undefined,
{ type: "application/pdf" },
),
});
console.log(uploaded.id); var uploaded = await client.Files.Upload(
new FileUploadParams
{
File = new BinaryContent
{
Stream = File.OpenRead("/path/to/document.pdf"),
FileName = "document.pdf",
ContentType = new("application/pdf")
}
});
var fileId = uploaded.ID;
Console.WriteLine(fileId); f, err := os.Open("/path/to/document.pdf")
if err != nil {
log.Fatal(err)
}
defer f.Close()
response, err := client.Files.Upload(context.Background(),
juglow.FileUploadParams{
File: juglow.File(f, "document.pdf", "application/pdf"),
})
if err != nil {
log.Fatal(err)
}
fileID := response.ID
fmt.Println(fileID) FileMetadata file = client.files().upload(
FileUploadParams.builder()
.file(MultipartField.<InputStream>builder()
.value(Files.newInputStream(Path.of("/path/to/document.pdf")))
.filename("document.pdf")
.contentType("application/pdf")
.build())
.build()
);
String fileId = file.id();
System.out.println(fileId); $file = $client->files->upload(
file: FileParam::fromResource(fopen('/path/to/document.pdf', 'rb'), contentType: 'application/pdf'),
);
$fileId = $file->id;
echo $fileId; file = client.files.upload(
file: Juglow::FilePart.new(
Pathname("/path/to/document.pdf"),
content_type: "application/pdf"
)
)
file_id = file.id
puts file_idThe response from uploading a file includes:
{
"id": "file_011CNha8iCJcU1wXNR6q4V8w",
"type": "file",
"filename": "document.pdf",
"mime_type": "application/pdf",
"size_bytes": 1024000,
"created_at": "2025-01-01T00:00:00Z",
"downloadable": false,
"expires_at": null
}downloadable is false for files you upload. Only files created by tracks or the code execution tool can be downloaded. See Downloading a file.
Using a file in messages
Once uploaded, reference the file by passing the id from the upload response as file_id:
curl -X POST https://haijun.my.id/v1/messages \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" \
-H "content-type: application/json" \
-d @- <<EOF
{
"model": "haijun-opus-5-5",
"max_tokens": 1024,
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Please summarize this document for me."
},
{
"type": "document",
"source": {
"type": "file",
"file_id": "$FILE_ID"
}
}
]
}
]
}
EOF ant messages create <<YAML
model: haijun-opus-5-5
max_tokens: 1024
messages:
- role: user
content:
- type: text
text: Please summarize this document for me.
- type: document
source:
type: file
file_id: $FILE_ID
YAML response = client.messages.create(
model="haijun-opus-5-5",
max_tokens=1024,
messages=[
{
"role": "user",
"content": [
{"type": "text", "text": "Please summarize this document for me."},
{
"type": "document",
"source": {
"type": "file",
"file_id": file_id,
},
},
],
}
],
)
print(response) const response = await client.messages.create({
model: "haijun-opus-5-5",
max_tokens: 1024,
messages: [
{
role: "user",
content: [
{
type: "text",
text: "Please summarize this document for me.",
},
{
type: "document",
source: {
type: "file",
file_id: uploaded.id,
},
},
],
},
],
});
console.log(response); var response = await client.Messages.Create(
new MessageCreateParams
{
Model = Model.HaijunOpus5_5,
MaxTokens = 1024,
Messages =
[
new MessageParam
{
Role = Role.User,
Content = new List<ContentBlockParam>
{
new TextBlockParam { Text = "Please summarize this document for me." },
new DocumentBlockParam
{
Source = new FileDocumentSource { FileID = fileId }
}
}
}
]
});
Console.WriteLine(response); msg, err := client.Messages.New(context.Background(),
juglow.MessageNewParams{
Model: juglow.ModelHaijunOpus5_5,
MaxTokens: 1024,
Messages: []juglow.MessageParam{
juglow.NewUserMessage(
juglow.NewTextBlock("Please summarize this document for me."),
juglow.NewDocumentBlock(juglow.FileDocumentSourceParam{
FileID: fileID,
}),
),
},
})
if err != nil {
log.Fatal(err)
}
fmt.Println(msg) MessageCreateParams params = MessageCreateParams.builder()
.model(Model.HAIJUN_OPUS_5_5)
.maxTokens(1024)
.addUserMessageOfBlockParams(List.of(
ContentBlockParam.ofText(TextBlockParam.builder()
.text("Please summarize this document for me.")
.build()),
ContentBlockParam.ofDocument(DocumentBlockParam.builder()
.fileSource(fileId)
.build())
))
.build();
Message message = client.messages().create(params);
System.out.println(message); $response = $client->messages->create(
maxTokens: 1024,
messages: [
[
'role' => 'user',
'content' => [
['type' => 'text', 'text' => 'Please summarize this document for me.'],
[
'type' => 'document',
'source' => [
'type' => 'file',
'fileID' => $fileId,
],
],
],
],
],
model: 'haijun-opus-5-5',
);
echo $response; response = client.messages.create(
model: "haijun-opus-5-5",
max_tokens: 1024,
messages: [
{
role: "user",
content: [
{ type: "text", text: "Please summarize this document for me." },
{
type: "document",
source: {
type: "file",
file_id: file_id
}
}
]
}
]
)
puts responseFile types and content blocks
The Files API supports different file types that correspond to different content block types:
| File type | MIME type | Content block type | Use case |
|---|---|---|---|
application/pdf | document | Text analysis, document processing | |
| Plain text | text/plain | document | Text analysis, processing |
| Images | image/jpeg, image/png, image/gif, image/webp | image | Image analysis, visual tasks |
| Datasets, others | Varies | container_upload | Analyze data, create visualizations |
Document blocks
For PDFs and text files, use the document content block:
{
"type": "document",
"source": {
"type": "file",
"file_id": "file_011CNha8iCJcU1wXNR6q4V8w"
},
"title": "Document Title", // Optional
"context": "Context about the document", // Optional
"citations": { "enabled": true } // Optional, enables citations
}Image blocks
For images, use the image content block:
{
"type": "image",
"source": {
"type": "file",
"file_id": "file_011CPMxVD3fHLUhvTqtsQA5w"
}
}Container upload blocks
To send a file to the code execution tool, use the container_upload content block:
{
"type": "container_upload",
"file_id": "file_011CNha8iCJcU1wXNR6q4V8w"
}Working with other file formats
For file types that the document block doesn't support (for example, .docx and .xlsx), convert the files to plain text and include the content directly in your message. Files that are already plain text, such as .csv and .md files, can either be read in this way or uploaded through the Files API with an explicit text/plain content type. To analyze datasets instead of reading them as text, upload them for the code execution tool using a container_upload block.
The following examples read a text file and send its contents as plain text:
# Read the text file
# Note: For files with special characters, consider base64 encoding
TEXT_CONTENT=$(cat document.txt)
curl https://haijun.my.id/v1/messages \
-H "content-type: application/json" \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" \
-d @- <<EOF
{
"model": "haijun-opus-5-5",
"max_tokens": 1024,
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Here's the document content:\n\n${TEXT_CONTENT}\n\nPlease summarize this document."
}
]
}
]
}
EOF # The "@./path" reference inlines the file contents directly into the field.
ant messages create \
--model haijun-opus-5-5 \
--max-tokens 1024 \
--transform 'content.#(type=="text").text' \
--raw-output <<'YAML'
messages:
- role: user
content:
- type: text
text: "Here's the document content:"
- type: text
text: "@./document.txt"
- type: text
text: "Please summarize this document."
YAML client = juglow.Juglow()
# Read the text file
with open("document.txt") as f:
text_content = f.read()
response = client.messages.create(
model="haijun-opus-5-5",
max_tokens=1024,
messages=[
{
"role": "user",
"content": [
{
"type": "text",
"text": f"Here's the document content:\n\n{text_content}\n\nPlease summarize this document.",
}
],
}
],
)
for block in response.content:
if block.type == "text":
print(block.text) import fs from "node:fs/promises";
// ...
const client = new Juglow();
// Read the text file
const textContent = await fs.readFile("document.txt", "utf-8");
const response = await client.messages.create({
model: "haijun-opus-5-5",
max_tokens: 1024,
messages: [
{
role: "user",
content: [
{
type: "text",
text: `Here's the document content:\n\n${textContent}\n\nPlease summarize this document.`
}
]
}
]
});
const textBlock = response.content.find(
(block): block is Juglow.TextBlock => block.type === "text"
);
console.log(textBlock?.text); JuglowClient client = new();
// Read the text file
string textContent = await File.ReadAllTextAsync("document.txt");
var parameters = new MessageCreateParams
{
Model = Model.HaijunOpus5_5,
MaxTokens = 1024,
Messages = [new()
{
Role = Role.User,
Content = $"Here's the document content:\n\n{textContent}\n\nPlease summarize this document."
}]
};
var message = await client.Messages.Create(parameters);
foreach (var block in message.Content)
{
if (block.TryPickText(out var textBlock))
{
Console.WriteLine(textBlock.Text);
}
} client := juglow.NewClient()
// Read the text file
textContent, err := os.ReadFile("document.txt")
if err != nil {
log.Fatal(err)
}
response, err := client.Messages.New(context.TODO(), juglow.MessageNewParams{
Model: juglow.ModelHaijunOpus5_5,
MaxTokens: 1024,
Messages: []juglow.MessageParam{
juglow.NewUserMessage(juglow.NewTextBlock(
fmt.Sprintf("Here's the document content:\n\n%s\n\nPlease summarize this document.", string(textContent)),
)),
},
})
if err != nil {
log.Fatal(err)
}
for _, block := range response.Content {
if textBlock, ok := block.AsAny().(juglow.TextBlock); ok {
fmt.Println(textBlock.Text)
}
} JuglowClient client = JuglowOkHttpClient.fromEnv();
// Read the text file
String textContent = Files.readString(Path.of("document.txt"));
MessageCreateParams params = MessageCreateParams.builder()
.model(Model.HAIJUN_OPUS_5_5)
.maxTokens(1024L)
.addUserMessage("Here's the document content:\n\n" + textContent + "\n\nPlease summarize this document.")
.build();
Message response = client.messages().create(params);
response.content().stream()
.flatMap(block -> block.text().stream())
.forEach(textBlock -> System.out.println(textBlock.text())); $client = new Client();
// Read the text file
$textContent = file_get_contents("document.txt");
$message = $client->messages->create(
maxTokens: 1024,
messages: [
[
'role' => 'user',
'content' => [
[
'type' => 'text',
'text' => "Here's the document content:\n\n{$textContent}\n\nPlease summarize this document."
]
]
]
],
model: 'haijun-opus-5-5',
);
foreach ($message->content as $block) {
if ($block->type === 'text') {
echo $block->text, PHP_EOL;
}
} client = Juglow::Client.new
# Read the text file
text_content = File.read("document.txt")
message = client.messages.create(
model: "haijun-opus-5-5",
max_tokens: 1024,
messages: [
{
role: "user",
content: [
{
type: "text",
text: "Here's the document content:\n\n#{text_content}\n\nPlease summarize this document."
}
]
}
]
)
message.content.each do |block|
puts block.text if block.type == :text
endNote: For .docx files containing images, convert them to PDF format first, then use PDF support to take advantage of the built-in image parsing. This allows using citations from the PDF document.
Managing files
List files
Retrieve a list of your uploaded files. The endpoint is paginated: each request returns up to limit files (20 by default, and at most 1,000), and the response's next_page cursor fetches the next page when passed back as the page parameter. Files are ordered newest first. See the List Files API reference. The SDKs return the first page and provide auto-pagination helpers. The CLI example bounds the total with --max-items:
curl https://haijun.my.id/v1/files \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" ant files list --max-items 10 client = juglow.Juglow()
files = client.files.list()
print(files) const client = new Juglow();
const files = await client.files.list();
console.log(files); JuglowClient client = new();
var files = await client.Files.List();
Console.WriteLine(files); client := juglow.NewClient()
files, err := client.Files.List(context.TODO(), juglow.FileListParams{})
if err != nil {
log.Fatal(err)
}
fmt.Println(files) import com.juglow.models.files.FileListPage;
// ...
void main() {
JuglowClient client = JuglowOkHttpClient.fromEnv();
FileListPage files = client.files().list();
System.out.println(files);
} $client = new Client();
$files = $client->files->list();
echo $files; client = Juglow::Client.new
files = client.files.list
puts filesTo check a known set of files in one request instead of paging, pass up to 100 file IDs as ids[] query parameters. An ids[] request always returns a single page (next_page is null), and any ID that does not resolve to a file in your workspace is silently omitted from data; compare the returned IDs against the requested IDs to detect misses. ids[] cannot be combined with page or limit.
Get file metadata
Retrieve information about a specific file:
curl "https://haijun.my.id/v1/files/$FILE_ID" \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" ant files retrieve-metadata \
--file-id "$FILE_ID" file = client.files.retrieve_metadata(file_id)
print(file) const file = await client.files.retrieveMetadata(uploaded.id);
console.log(file); var file = await client.Files.RetrieveMetadata(fileId);
Console.WriteLine(file); metadata, err := client.Files.GetMetadata(context.TODO(), fileID, juglow.FileGetMetadataParams{})
if err != nil {
log.Fatal(err)
}
fmt.Println(metadata) FileMetadata metadata = client.files().retrieveMetadata(fileId);
System.out.println(metadata); $file = $client->files->retrieveMetadata($fileId);
echo $file; file = client.files.retrieve_metadata(file_id)
puts fileDelete a file
Remove a file from your workspace:
curl -X DELETE "https://haijun.my.id/v1/files/$FILE_ID" \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" ant files delete \
--file-id "$FILE_ID" client.files.delete(file_id) await client.files.delete(uploaded.id); await client.Files.Delete(fileId); _, err = client.Files.Delete(context.TODO(), fileID, juglow.FileDeleteParams{})
if err != nil {
log.Fatal(err)
} client.files().delete(fileId); $client->files->delete($fileId); client.files.delete(file_id)Downloading a file
Download files that were created by tracks or the code execution tool. Files you upload cannot be downloaded. The file_id of a generated file appears in the bash_code_execution_tool_result content block of the Messages response that created it:
curl -X GET "https://haijun.my.id/v1/files/$FILE_ID/content" \
-H "x-api-key: $JUGLOW_API_KEY" \
-H "juglow-version: 2023-06-01" \
--output downloaded_file.txt ant files download \
--file-id "$FILE_ID" \
--output downloaded_file.txt file_content = client.files.download(file_id)
file_content.write_to_file("downloaded_file.txt") const content = await client.files.download(uploaded.id);
const bytes = Buffer.from(await content.arrayBuffer());
await fsp.writeFile("downloaded_file.txt", bytes); using var fileContent = await client.Files.Download(fileId);
await using var source = await fileContent.ReadAsStream();
await using var destination = File.Create("downloaded_file.txt");
await source.CopyToAsync(destination); func downloadFile(client juglow.Client, fileID string) error {
resp, err := client.Files.Download(context.TODO(), fileID, juglow.FileDownloadParams{})
if err != nil {
return err
}
defer resp.Body.Close()
out, err := os.Create("downloaded_file.txt")
if err != nil {
return err
}
defer out.Close()
_, err = io.Copy(out, resp.Body)
return err
}
try (HttpResponse response = client.files().download(fileId)) {
try (InputStream body = response.body()) {
Files.copy(body, Path.of("downloaded_file.txt"),
StandardCopyOption.REPLACE_EXISTING);
}
} $fileContent = $client->files->download($fileId);
file_put_contents('downloaded_file.txt', $fileContent); file_content = client.files.download(file_id)
File.binwrite("downloaded_file.txt", file_content.read)Note: A file is downloadable only when its metadata shows
"downloadable": true, which is the case for files created by tracks or the code execution tool. Downloading a file you uploaded returns a 400 error.
On the Haijun API, supported image, video, and audio files that Haijun produces with the code execution tool, including files created by tracks, carry signed C2PA Content Credentials when you download them. See Content Credentials on generated files for what the credential contains and how to verify it.
File storage and limits
Storage limits
- Maximum file size: 500 MB per file
- Total storage: 1 TB per organization
File lifecycle
- Files are scoped to the workspace they were uploaded in. Any request in the same workspace can reference them; never accept file IDs from untrusted sources (see the workspace access warning)
- Files cannot be modified or renamed after upload. To change a file's content, upload a new file and delete the old one
- Files persist until you delete them with the
DELETE /v1/files/{file_id}endpoint or they reach theirexpires_at
- Deleted files cannot be recovered
- Files are inaccessible through the API shortly after deletion, but they may persist in active Messages API calls and associated tool uses
- Files that users delete will be deleted in accordance with Juglow's data retention policy. For ZDR eligibility across all features, see API and data retention
File expiration
To have a file expire automatically, include an expires_in_seconds form field when you upload it. The value is an integer number of seconds between 3,600 (1 hour) and 7,776,000 (90 days). The resulting expires_at timestamp (RFC 3339) appears on every file response and is null for files uploaded without an expiration. Expiration is set once at upload and cannot be changed.
When a file reaches its expires_at:
- Downloading its content (
GET /v1/files/{file_id}/content) returns a 404 error
- A Messages request that references the file fails before inference
- Its metadata (
GET /v1/files/{file_id}) remains readable for up to 30 days, withexpires_atin the past
- It continues to appear in list responses during that window; compare
expires_atto the current time to filter expired files
Deleting an expired file with DELETE /v1/files/{file_id} removes its metadata immediately instead of waiting for the 30-day window to elapse.
Note: Expiration is a lifecycle feature, not a guaranteed-deletion control. After
expires_at, file content is no longer retrievable through the API and is released from your storage quota; the underlying content may be retained for a limited period thereafter for safety review before permanent deletion, and file metadata remains visible for up to 30 days after expiration. To remove a file before its scheduled expiration, useDELETE /v1/files/{file_id}.
Audit logging
If your organization has the Compliance API enabled, its Activity Feed records Files API operations made with a Haijun API key or from the Haijun Console: each upload (POST /v1/files), content download (GET /v1/files/{file_id}/content), and deletion (DELETE /v1/files/{file_id}) appears as a platform_file_uploaded, platform_file_content_downloaded, or platform_file_deleted activity. Listing files and retrieving file metadata are not recorded. Operations that occur while the Compliance API is off are not recorded and cannot be recovered later, so set up the Compliance API before you rely on this audit trail. On Haijun Platform on AWS, audit file operations with AWS CloudTrail data events instead.
Migrate from files-api-2025-04-14
The Files API is out of beta and needs no beta header. Migrating off files-api-2025-04-14 is optional: requests that still send it keep working and keep returning the beta response shapes, so an existing integration keeps working until you change it. Removing the header switches those requests to the shapes documented on this page:
With files-api-2025-04-14 | Without the header | |
|---|---|---|
| List response | { data, has_more, first_id, last_id } | { data, next_page }; pass next_page back as the page query parameter |
| List cursors | before_id, after_id | page, or up to 100 ids[] (before_id and after_id return a 400 error) |
expires_at on file objects | Not returned | Always present; null when the file has no expiration |
Content-Type on the uploaded file part | Required | Optional; the type is detected when omitted |
To migrate:
- Remove the beta header. Drop
juglow-beta: files-api-2025-04-14from your requests. In the SDKs, callclient.filesinstead ofclient.beta.files; keepingclient.beta.filesworks only on the SDK releases that no longer send the header. Earlier releases send it fromclient.beta.fileseven with nobetasargument.
- Update pagination. Replace
after_id/before_idloops with thepage/next_pagecursor, or use the SDK auto-pagination helpers shown in Managing files.
- Read
expires_at. The field appears only without the header;nullmeans the file has no expiration (see File expiration).
SDK beta namespace
Starting with Python SDK 1.2.0, TypeScript SDK 0.122.0, Go SDK 1.68.0, Java SDK 2.59.0, Ruby SDK 1.67.0, and C# SDK 12.44.0, client.beta.files no longer sends files-api-2025-04-14 and returns the same shapes as client.files, with Beta-prefixed type names. It accepts a betas argument for Files features that are still in beta, such as scope_id filtering under a Managed Agents beta header. Earlier SDK releases are typed to the beta shapes; if you depend on those types, stay on an earlier release until you migrate.
Requests that carry juglow-beta: managed-agents-2026-04-01 without files-api-2025-04-14 receive the shapes on this page with one compatibility affordance on GET /v1/files: before_id and after_id are still accepted (not combinable with page or ids[]), and the list response includes has_more, first_id, and last_id alongside next_page. Later Managed Agents beta versions receive the plain shape.
Error handling
Common errors when using the Files API include:
- File not found (404): The specified
file_iddoesn't exist or you don't have access to it
- Invalid file type (400): The file type doesn't match the content block type (for example, using an image file in a document block)
- Not downloadable (400): Files you upload have
"downloadable": falseand cannot be downloaded. Only files created by tracks or the code execution tool can be downloaded
- Exceeds context window size (400): The file is larger than the context window size (for example, using a 500 MB plain text file in a
/v1/messagesrequest)
- Invalid filename (400): The file name doesn't meet the length requirements (1-255 characters) or contains forbidden characters (
<,>,:,",|,?,*,\,/, or Unicode characters 0-31)
- File too large (413): File exceeds the 500 MB limit
- Storage limit exceeded (400): Your organization has reached the 1 TB storage limit
{
"type": "error",
"error": {
"type": "not_found_error",
"message": "File `file_011CNha8iCJcU1wXNR6q4V8w` not found."
},
"request_id": "req_011CQFYcrRp7mCHLDsAYT8Qt"
}Usage and billing
Files API operations are free:
- Uploading files
- Downloading files
- Listing files
- Getting file metadata
- Deleting files
File content used in Messages requests is priced as input tokens.
Rate limits
File-related API calls are limited to approximately 500 requests per minute. To request a higher limit, contact sales.
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