Generate Completion with Ollama API on New Remote Directory Watcher from SFTP (password-based auth) API

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New Remote Directory Watcher from the SFTP (password-based auth) API

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Generate Completion with the Ollama API

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Getting Started#

This integration creates a workflow with a SFTP (password-based auth) trigger and Ollama action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Remote Directory Watcher trigger
1. Connect your SFTP (password-based auth) account
2. Configure timer
3. Configure Root directory
4. Configure Maximum watcher depth
Configure the Generate Completion action
1. Connect your Ollama account
2. Select a Model Name
3. Configure Prompt
4. Optional- Configure Suffix
5. Optional- Configure Images
6. Optional- Configure Advanced Options
7. Optional- Configure Stream
8. Optional- Configure Keep Alive
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New Remote Directory Watcher on SFTP (password-based auth)

Description:Emit new events when files get created, changed or deleted from a remote directory. [See the docs](https://github.com/theophilusx/ssh2-sftp-client#orgfac43d1)

Version:0.0.1

Key:sftp_password_based_auth-watch-remote-directory

View on GitHub

SFTP (password-based auth) Overview#

SFTP on Pipedream enables secure file management on remote servers directly from your workflows. Utilize this app to automate file uploads, downloads, and synchronization tasks between your systems and SFTP servers. Implement robust data pipelines or deploy content to web servers without manual intervention, all while maintaining a high level of security with password-based authentication.

Trigger Code#

import sftpApp from "../../sftp_password_based_auth.app.mjs";
import base from "../../../sftp/sources/watch-remote-directory/watch-remote-directory.mjs";

export default {
  ...base,
  key: "sftp_password_based_auth-watch-remote-directory",
  name: "New Remote Directory Watcher",
  description: "Emit new events when files get created, changed or deleted from a remote directory. [See the docs](https://github.com/theophilusx/ssh2-sftp-client#orgfac43d1)",
  version: "0.0.1",
  type: "source",
  props: {
    ...base.props,
    sftpApp,
  },
  methods: {
    ...base.methods,
    async connect() {
      return await this.sftpApp.connect();
    },
  },
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
SFTP (password-based auth)	`sftpApp`	`app`	This component uses the SFTP (password-based auth) app.
	`timer`	`$.interface.timer`
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
Root directory	`rootDirectory`	`string`	Root directory to be watched. example: `/public`
Maximum watcher depth	`maxDepth`	`integer`	Watch all subdirectories within of the root directory, considering the selected maximum depth.

Trigger Authentication#

SFTP (password-based auth) uses API keys for authentication. When you connect your SFTP (password-based auth) account, Pipedream securely stores the keys so you can easily authenticate to SFTP (password-based auth) APIs in both code and no-code steps.

Below, enter the hostname of the SFTP server you'd like to connect to, your username, and the password you'd like to use to connect.

This app only supports password-based authentication, not authentication via private key. If you need to use a private key to connect to a host, please use the SFTP (key-based auth) app, instead.

About SFTP (password-based auth)#

Interact with an SFTP (SSH File Transfer Protocol) Server using a username and password for auth

Action#

Generate Completion on Ollama

Description:Generates a response for a given prompt with a provided model. [See the documentation](https://github.com/ollama/ollama/blob/main/docs/api.md#generate-a-completion).

Version:0.0.1

Key:ollama-generate-completion

View on GitHub

Action Code#

import utils from "../../common/utils.mjs";
import app from "../../ollama.app.mjs";

export default {
  key: "ollama-generate-completion",
  name: "Generate Completion",
  description: "Generates a response for a given prompt with a provided model. [See the documentation](https://github.com/ollama/ollama/blob/main/docs/api.md#generate-a-completion).",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    model: {
      propDefinition: [
        app,
        "model",
      ],
    },
    prompt: {
      propDefinition: [
        app,
        "prompt",
      ],
    },
    suffix: {
      propDefinition: [
        app,
        "suffix",
      ],
    },
    images: {
      propDefinition: [
        app,
        "images",
      ],
    },
    options: {
      propDefinition: [
        app,
        "options",
      ],
    },
    stream: {
      propDefinition: [
        app,
        "stream",
      ],
    },
    keepAlive: {
      propDefinition: [
        app,
        "keepAlive",
      ],
    },
  },
  methods: {
    generateCompletion(args = {}) {
      return this.app.post({
        path: "/generate",
        ...args,
      });
    },
  },
  async run({ $ }) {
    const {
      generateCompletion,
      model,
      prompt,
      suffix,
      images,
      options,
      stream,
      keepAlive,
    } = this;

    const response = await generateCompletion({
      $,
      data: {
        model,
        prompt,
        suffix,
        images,
        options: utils.parseOptions(options),
        stream,
        keep_alive: keepAlive,
      },
    });
    $.export("$summary", "Successfully generated completion.");
    return response;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Ollama	`app`	`app`	This component uses the Ollama app.
Model Name	`model`	`string`	Select a value from the drop down menu.
Prompt	`prompt`	`string`	The prompt to generate a response for.
Suffix	`suffix`	`string`	The text after the model response.
Images	`images`	`string[]`	A list of base64-encoded images (for multimodal models such as `llava`).
Advanced Options	`options`	`object`	Additional model parameters listed in the documentation for the Modelfile such as `temperature`
Stream	`stream`	`boolean`	If `false` the response will be returned as a single response object, rather than a stream of objects.
Keep Alive	`keepAlive`	`string`	Controls how long the model will stay loaded into memory following the request (default: 5m).

Action Authentication#

Ollama uses API keys for authentication. When you connect your Ollama account, Pipedream securely stores the keys so you can easily authenticate to Ollama APIs in both code and no-code steps.