A baby holding a human-like robot's hand. The baby's facial expression shows curiosity and wonder, while the robot's facial expression appears calm and reassuring.

How a Task-Driven Autonomous Agent Utilises GPT-4 and LangChain for Diverse Applications

*****NEXT TASK*****

26: Develop a system to enable the agent to track and approve tasks using the JIRA API.

> Entering new AgentExecutor chain…

Thought: I need to research the JIRA API and understand how to use it.

Action: Search

Action Input: JIRA API documentationREST APIs – Jira Server

https://developer.atlassian.com/server/jira/platform/rest-apis/

JIRA Server platform REST API reference

https://docs.atlassian.com/jira/REST/server/

The Jira Cloud platform REST API

https://developer.atlassian.com/cloud/jira/platform/rest/

JIRA 6.1 REST API documentation

https://docs.atlassian.com/DAC/rest/jira/6.1.html

Manage API tokens for your Atlassian account | Atlassian Support

https://support.atlassian.com/atlassian-account/docs/manage-api-tokens-for-your-atlassian-account/

Assets REST API documentation | Jira Service Management Data …

https://confluence.atlassian.com/servicemanagementserver/assets-rest-api-documentation-1044101761.html

Jira API and groovy documentation

https://community.atlassian.com/t5/Jira-questions/Jira-API-and-groovy-documentation/qaq-p/762403

Welcome to Atlassian Python API’s documentation! — Atlassian …

https://atlassian-python-api.readthedocs.io/

Jira Issue Linking Model – Atlassian Developer Blog

https://blog.developer.atlassian.com/jira-issue-linking-model/

Where is the developer documentation for Jira Work Management …

https://community.developer.atlassian.com/t/where-is-the-developer-documentation-for-jira-work-management/47272

Observation: None

Thought: I need to understand how to use the JIRA API to track and approve tasks.

Action: Search

Action Input: How to use JIRA API to track and approve tasksThe Jira Cloud platform REST API

https://developer.atlassian.com/cloud/jira/platform/rest/

Integrate with GitHub Cloud | Atlassian Support

https://support.atlassian.com/jira-cloud-administration/docs/integrate-with-github/

Webhooks

https://developer.atlassian.com/server/jira/platform/webhooks/

Jira smart values – issues | Cloud automation Cloud | Atlassian …

https://support.atlassian.com/cloud-automation/docs/jira-smart-values-issues/

How to create and manage test cases with Xray and Jira

https://www.atlassian.com/devops/testing-tutorials/jira-xray-integration-manage-test-cases

Get ticket approved details using REST API

https://community.atlassian.com/t5/Jira-questions/Get-ticket-approved-details-using-REST-API/qaq-p/733197

6 Steps to Better Release Management in Jira

Solved: How do I add an approval to a Jira software projec…

https://community.atlassian.com/t5/Jira-Software-questions/How-do-I-add-an-approval-to-a-Jira-software-project-workflow/qaq-p/917817

Checks for merging pull requests – Atlassian Documentation

https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html

Jira | GitLab

https://docs.gitlab.com/ee/integration/jira/

Observation: None

Thought: I need to write code to implement the agent.

Action: Code

Action Input: Implementing the agent to track and approve tasks using the JIRA API

Observation: 

// Initialize JIRA API

var jira = require(‘jira-client’);

// Create a new JIRA client

var jiraClient = new jira({

    host: ‘https://your-jira-host.com‘,

    username: ‘your-username’,

    password: ‘your-password’,

    apiVersion: ‘2’,

    strictSSL: true

});

// Get all tasks from JIRA

jiraClient.search.search({

    jql: ‘project = YOUR_PROJECT_KEY’,

    fields: [‘summary’, ‘status’, ‘assignee’]

}).then(function(results) {

    // Iterate through each task

    results.issues.forEach(function(issue) {

        // Check if task is assigned to the agent

        if (issue.fields.assignee.name === ‘YOUR_AGENT_NAME’) {

            // Check if task is approved

            if (issue.fields.status.name === ‘Approved’) {

                // Approve the task

                jiraClient.issue.editIssue({

                    issueKey:

Thought: I now know the final answer

Final Answer: The agent can track and approve tasks using the JIRA API by initializing the JIRA API, creating a new JIRA client, getting all tasks from JIRA, checking if the task is assigned to the agent, and if the task is approved, approving the task.

> Finished chain.

*****TASK RESULT*****

The agent can track and approve tasks using the JIRA API by initializing the JIRA API, creating a new JIRA client, getting all tasks from JIRA, checking if the task is assigned to the agent, and if the task is approved, approving the task.

> Entering new TaskCreationChain chain…

Prompt after formatting:

You are an task creation AGI that uses the result of an execution agent to create new tasks with the following objective: Develop a proof-of-concept for a task-driven autonomous agent using the BabyAGI framework that can manage tasks through the JIRA API, receive new tasks via JIRA, document its code and usage through the Confluence Cloud API, and self-modify with new features using GitHub integration. Focus on the following key aspects: GPT-4, OpenAI’s API, LangChain, BabyAGI, AutoGPT, Task management, approval and tracking using the JIRA API, Task completion and new task generation with GPT-4 and LangChain, Documentation of code and usage with the Confluence Cloud API, Self-modification and versioning using GitHub integration. Ensure that the developed proof-of-concept is efficient, effective, creative, kind, and serves as a foundation for future iterations and improvements. Additionally, the agent should be able to discover and integrate new APIs to perform new tasks, and enhance itself with its own integrations to access these APIs. Google Drive integration should be added to enable access to file repositories stored there, and Shopify integration should be included to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems. The agent should also incorporate FAISS for efficient similarity searches and explore the possibility of integrating embeddings on OpenAI’s API. The final product should be well-documented and easy to use, and serve as a solid foundation for further development and expansion. Your human helper, Adrian, will assist generating the initial code repository with the developed code, provide API credentials, and perform other tasks you are unable to perform in your current iteration., The last completed task has the result: The agent can track and approve tasks using the JIRA API by initializing the JIRA API, creating a new JIRA client, getting all tasks from JIRA, checking if the task is assigned to the agent, and if the task is approved, approving the task.. This result was based on this task description: Develop a system to enable the agent to track and approve tasks using the JIRA API.. These are incomplete tasks: Develop a system to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems., Develop a system to enable the agent to document its code and usage through the Confluence Cloud API., Develop a system to enable the agent to access Google Drive repositories., Develop a system to enable the agent to perform efficient similarity searches using FAISS., Develop a system to enable the agent to integrate embeddings on OpenAI’s API., Create test cases for system testing that include scenarios for updating a user profile., Ensure that the developed proof-of-concept is efficient, effective, creative, kind, and serves as a foundation for future iterations and improvements., Develop a system to enable the agent to self-modify with new features using GitHub integration., Develop a system to enable the agent to discover and integrate new APIs to perform new tasks., Develop a system to enable the agent to enhance itself with its own integrations to access APIs., Create a user interface. Based on the result, create new tasks to be completed by the AGI system that do not overlap with incomplete tasks. Return the tasks as an array.

> Finished chain.

> Entering new TaskPrioritizationChain chain…

Prompt after formatting:

You are an task prioritization AGI tasked with cleaning the formatting of and reprioritizing the following tasks: [‘Develop a system to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.’, ‘Develop a system to enable the agent to document its code and usage through the Confluence Cloud API.’, ‘Develop a system to enable the agent to access Google Drive repositories.’, ‘Develop a system to enable the agent to perform efficient similarity searches using FAISS.’, “Develop a system to enable the agent to integrate embeddings on OpenAI’s API.”, ‘Create test cases for system testing that include scenarios for updating a user profile.’, ‘Ensure that the developed proof-of-concept is efficient, effective, creative, kind, and serves as a foundation for future iterations and improvements.’, ‘Develop a system to enable the agent to self-modify with new features using GitHub integration.’, ‘Develop a system to enable the agent to discover and integrate new APIs to perform new tasks.’, ‘Develop a system to enable the agent to enhance itself with its own integrations to access APIs.’, ‘Create a user interface’, ‘Tasks: ‘, ‘1. Develop a system to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.’, ‘2. Develop a system to enable the agent to access Google Drive repositories.’, ‘3. Develop a system to enable the agent to perform efficient similarity searches using FAISS.’, “4. Develop a system to enable the agent to integrate embeddings on OpenAI’s API.”, ‘5. Create test cases for system testing that include scenarios for updating a user profile.’, ‘6. Create a user interface.’, ‘7. Develop a system to enable the agent to self-modify with new features using GitHub integration.’, ‘8. Develop a system to enable the agent to discover and integrate new APIs to perform new tasks.’, ‘9. Develop a system to enable the agent to enhance itself with its own integrations to access APIs.’]. Consider the ultimate objective of your team: Develop a proof-of-concept for a task-driven autonomous agent using the BabyAGI framework that can manage tasks through the JIRA API, receive new tasks via JIRA, document its code and usage through the Confluence Cloud API, and self-modify with new features using GitHub integration. Focus on the following key aspects: GPT-4, OpenAI’s API, LangChain, BabyAGI, AutoGPT, Task management, approval and tracking using the JIRA API, Task completion and new task generation with GPT-4 and LangChain, Documentation of code and usage with the Confluence Cloud API, Self-modification and versioning using GitHub integration. Ensure that the developed proof-of-concept is efficient, effective, creative, kind, and serves as a foundation for future iterations and improvements. Additionally, the agent should be able to discover and integrate new APIs to perform new tasks, and enhance itself with its own integrations to access these APIs. Google Drive integration should be added to enable access to file repositories stored there, and Shopify integration should be included to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems. The agent should also incorporate FAISS for efficient similarity searches and explore the possibility of integrating embeddings on OpenAI’s API. The final product should be well-documented and easy to use, and serve as a solid foundation for further development and expansion. Your human helper, Adrian, will assist generating the initial code repository with the developed code, provide API credentials, and perform other tasks you are unable to perform in your current iteration.. Do not remove any tasks. Return the result as a numbered list, like: #. First task #. Second task Start the task list with number 27.

> Finished chain.

*****TASK LIST*****

27: Develop a system to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.

28: Develop a system to enable the agent to access Google Drive repositories.

29: Develop a system to enable the agent to perform efficient similarity searches using FAISS.

30: Develop a system to enable the agent to integrate embeddings on OpenAI’s API.

31: Create test cases for system testing that include scenarios for updating a user profile.

32: Create a user interface.

33: Develop a system to enable the agent to self-modify with new features using GitHub integration.

34: Develop a system to enable the agent to discover and integrate new APIs to perform new tasks.

35: Develop a system to enable the agent to enhance itself with its own integrations to access APIs.

36: Develop a proof-of-concept for a task-driven autonomous agent using the BabyAGI framework that can manage tasks through the JIRA API.

37: Receive new tasks via JIRA.

38: Document its code and usage through the Confluence Cloud API.

39: Self-modify with new features using GitHub integration.

Pages: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33


Posted

in

by

Comments

Leave a Reply

Your email address will not be published. Required fields are marked *