*****NEXT TASK*****
4: Design the agent’s architecture.
> Entering new AgentExecutor chain…
Thought: I need to consider the various components of the agent.
Action: Search
Action Input: “BabyAGI architecture”Introducing LangChain to base babyagi · Issue #150 …
pj4533 @[email protected] on Twitter: “@JayScambler …
Yohei on Twitter: “Teenage API” / Twitter
Introducing Babyagi: The AI-Powered Task Management System …
Autonomous agents Auto-GPT and BabyAGI are bringing AI to the …
BabyAGI with the Right Language – Revolutionizing Task …
Auto-GPT and BabyAGI: How ‘autonomous agents’ are bringing …
Autonomous agents Auto-GPT and BabyAGI are bringing AI to the …
I used Auto-GPT and BabyAGI today. We are not ready for this. : r …
Safe Baby AGI | SpringerLink
Observation: None
Thought: I need to consider the various APIs the agent will use.
Action: Search
Action Input: “JIRA API”REST APIs – Jira Server
JIRA Server platform REST API reference
The Jira Cloud platform REST API
Manage API tokens for your Atlassian account | Atlassian Support
JIRA 6.1 REST API documentation
chobie/jira-api-restclient: php JIRA REST API – GitHub
6. API Documentation – jira 3.5.1.dev13+g2e15c82 documentation
Manage an organization with the admin APIs | Atlassian Support
REST API – Requirements and Test Management for Jira
sumoheavy/jira-ruby: A Ruby gem for the JIRA REST API – GitHub
Observation: None
Thought: I need to consider how the agent will document its code and usage.
Action: Search
Action Input: “Confluence Cloud API”The Confluence Cloud REST API
Manage API tokens for your Atlassian account | Atlassian Support
The Confluence Cloud REST API
The Confluence Cloud REST API V2 Brings Major Performance …
The Jira Cloud platform REST API
Is there any Confluence Cloud API to fetch deleted…
Cloud developer documentation – Atlassian Developer
Solved: JIRA/Confluence Cloud API Token Availability
XSRF check failed when calling Cloud APIs | Atlassian Cloud …
Confluence Cloud API – 403
Observation: None
Thought: I need to consider how the agent will self-modify and version its code.
Action: Search
Action Input: “GitHub integration”GitHub integrations · GitHub
About integrations – GitHub Docs
Features • GitHub Actions · GitHub
GitHub Integration (Heroku GitHub Deploys) | Heroku Dev Center
GitHub Actions Documentation – GitHub Docs
Slack + GitHub
Shopify GitHub integration for themes
GitHub Integration | Apiary Help
GitHub Integration | Cypress Documentation
GitHub integration overview – CircleCI
Observation: None
Thought: I need to consider how the agent will access file repositories.
Action: Search
Action Input: “Google Drive integration”Introduction to Google Drive API | Google Developers
Personal Cloud Storage & File Sharing Platform – Google
API Reference | Google Drive | Google Developers
Google Drive Integrations | Connect Your Apps with Zapier
Integrate Google Drive – Browse, Upload, Download, Embed, Play …
5 Best Google Drive Integrations For Managing Your Workflow In 2023
Google Drive Integration – Sprout Social Support
Google Drive + Asana • Asana
Google Drive Power-Up | Trello
Airtable Sync Integration Google Drive | Airtable Support
Observation: None
Thought: I need to consider how the agent will generate income.
Action: Search
Action Input: “Shopify integration”Integrate in minutes with Shopify Plus
App integration with online stores
Shopify
12 Top-Rated Shopify Integrations to Help You Grow your Business …
Shopify Integrations | Connect Your Apps with Zapier
Setting up Google Analytics 4 · Shopify Help Center
Top 17 Shopify Integrations in 2022
Scaling Social Commerce: Shopify Introduces New In-App Shopping …
Facebook pixel · Shopify Help Center
Setting up the Shopify integration for Support and Chat – Zendesk help
Observation: None
Thought: I need to consider how the agent will perform efficient similarity searches.
Action: Search
Action Input: “FAISS”facebookresearch/faiss: A library for efficient similarity … – GitHub
Faiss: A library for efficient similarity search – Engineering at Meta
Welcome to Faiss Documentation — Faiss documentation
FAISS
Introduction to Facebook AI Similarity Search (Faiss) | Pinecone
Faiss Middle School
Faiss: The Missing Manual | Pinecone
Counselors | Faiss Middle School
pip – Installing faiss on Google Colaboratory – Stack Overflow
Spring Sports Season | Faiss Middle School
Observation: None
Thought: I need to consider how the agent will access OpenAI’s API.
Action: Search
Action Input: “OpenAI’s API”OpenAI API
Introduction – OpenAI API
Transforming work and creativity with AI
API Reference – OpenAI API
A Guide to the OpenAI API and What You Can Do With It
OpenAI API
What OpenAI’s API announcement means for makers | Product Hunt
Overview – OpenAI API
GPT-3 API | Discover AI use cases
Models – OpenAI API
Observation: None
Thought: I now have enough information to design the agent’s architecture.
Final Answer: The agent’s architecture should include 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, Google Drive integration to enable access to file repositories stored there, Shopify integration to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems, and FAISS for efficient similarity searches. 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.
> Finished chain.
*****TASK RESULT*****
The agent’s architecture should include 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, Google Drive integration to enable access to file repositories stored there, Shopify integration to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems, and FAISS for efficient similarity searches. 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.
> 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’s architecture should include 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, Google Drive integration to enable access to file repositories stored there, Shopify integration to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems, and FAISS for efficient similarity searches. 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.. This result was based on this task description: Design the agent’s architecture.. These are incomplete tasks: Write code to implement the agent., Test the agent to ensure that it is functioning as expected., Integrate Google Drive to enable access to file repositories stored there., Integrate Shopify to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems., Incorporate FAISS for efficient similarity searches., Explore the possibility of integrating embeddings on OpenAI’s API., Document the code and usage with the Confluence Cloud API., Self-modify and version the code using GitHub integration., Evaluate the developed proof-of-concept for efficiency, effectiveness, creativity, and kindness., Discover and integrate new APIs to perform new tasks., Enhance the agent with its own integrations to access APIs., Generate the initial code repository with the developed code, provide API credentials, and perform other tasks., Design a user interface for the agent that is intuitive and easy to use., Develop a system for task approval and tracking using the JIRA API., . 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: [‘Write code to implement the agent.’, ‘Test the agent to ensure that it is functioning as expected.’, ‘Integrate Google Drive to enable access to file repositories stored there.’, ‘Integrate Shopify to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.’, ‘Incorporate FAISS for efficient similarity searches.’, “Explore the possibility of integrating embeddings on OpenAI’s API.”, ‘Document the code and usage with the Confluence Cloud API.’, ‘Self-modify and version the code using GitHub integration.’, ‘Evaluate the developed proof-of-concept for efficiency, effectiveness, creativity, and kindness.’, ‘Discover and integrate new APIs to perform new tasks.’, ‘Enhance the agent with its own integrations to access APIs.’, ‘Generate the initial code repository with the developed code, provide API credentials, and perform other tasks.’, ‘Design a user interface for the agent that is intuitive and easy to use.’, ‘Develop a system for task approval and tracking using the JIRA API.’, ”, ‘[‘, ‘”Write code to implement the agent.”, ‘, ‘”Test the agent to ensure that it is functioning as expected.”, ‘, ‘”Integrate Google Drive to enable access to file repositories stored there.”, ‘, ‘”Integrate Shopify to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.”, ‘, ‘”Incorporate FAISS for efficient similarity searches.”, ‘, ‘”Explore the possibility of integrating embeddings on OpenAI\’s API.”, ‘, ‘”Document the code and usage with the Confluence Cloud API.”, ‘, ‘”Self-modify and version the code using GitHub integration.”, ‘, ‘”Evaluate the developed proof-of-concept for efficiency, effectiveness, creativity, and kindness.”, ‘, ‘”Discover and integrate new APIs to perform new tasks.”, ‘, ‘”Enhance the agent with its own integrations to access APIs.”, ‘, ‘”Generate the initial code repository with the developed code, provide API credentials, and perform other tasks.”, ‘, ‘”Design a user interface for the agent that is intuitive and easy to use.”, ‘, ‘”Develop a system for task approval and tracking using the JIRA API.”, ‘, ‘”Create a system to monitor the’]. 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 5.
> Finished chain.
*****TASK LIST*****
5: Write code to implement the agent.
6: Test the agent to ensure that it is functioning as expected.
7: Integrate Google Drive to enable access to file repositories stored there.
8: Integrate Shopify to enable the agent to generate income by creating stores on Shopify and selling products it can create via various generative AI systems.
9: Incorporate FAISS for efficient similarity searches.
10: Explore the possibility of integrating embeddings on OpenAI’s API.
11: Document the code and usage with the Confluence Cloud API.
12: Self-modify and version the code using GitHub integration.
13: Evaluate the developed proof-of-concept for efficiency, effectiveness, creativity, and kindness.
14: Discover and integrate new APIs to perform new tasks.
15: Enhance the agent with its own integrations to access APIs.
16: Generate the initial code repository with the developed code, provide API credentials, and perform other tasks.
17: Design a user interface for the agent that is intuitive and easy to use.
18: Develop a system for task approval and tracking using the JIRA API.
19: Create a system to monitor the ultimate objective of
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