Details

We want a comprehensive AI agent that utilizes the GitHub API to fulfill a wide range of GitHub-related requests expressed in natural language by users.

Example Request from User: "Please create a feature comparison spreadsheet of all collective intelligence platforms"

Example Output: a CSV file containing rows of GitHub projects with columns for all factors relevant to the selection of an optimal platform.

Objectives

Natural Language Processing: The agent should understand and process requests stated in natural language, converting them into actionable GitHub API queries.
Versatile Functionality: Ability to handle diverse tasks such as data retrieval, repository analysis, issue and pull request management, and more, based on user queries.
Integration with GitHub Webhooks: The agent should respond to GitHub events like issue creation, modification, and comments.
API with OpenAPI Documentatation: ttyr65y

Use Cases

Comparative analysis of repositories
Automated responses to common issues
Trend analysis in technology use within GitHub projects
Identification of potential collaborators or contributors
Automated repository health checks

Technical Requirements

Use of GitHub API for data fetching and processing.
Implementation of advanced NLP techniques for understanding natural language queries.
Robust backend architecture to handle diverse and concurrent requests.
Frontend development for a chat-based user interface.
Integration capabilities with GitHub Webhooks.
Scalable and secure cloud hosting.

Checklist

- [X] Create `src/agent_core.py` ✓ https://github.com/wishocracy/positron/commit/43f2b361dc255f598255173ffdd7001efde9c30e [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/agent_core.py) - [X] Running GitHub Actions for `src/agent_core.py` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/agent_core.py) - [X] Create `src/nlp.py` ✓ https://github.com/wishocracy/positron/commit/d535c5c2e979dfa74e74ad29b7c57e1372e6e408 [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/nlp.py) - [X] Running GitHub Actions for `src/nlp.py` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/nlp.py) - [X] Create `src/github_api.py` ✓ https://github.com/wishocracy/positron/commit/85a341ce15b4ca362010c55fe354419a5c82a2ed [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/github_api.py) - [X] Running GitHub Actions for `src/github_api.py` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/github_api.py) - [X] Create `src/chat_ui.py` ✓ https://github.com/wishocracy/positron/commit/22bf1bbd9ccaa9481f97f88cb9b291bc4d219251 [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/chat_ui.py) - [X] Running GitHub Actions for `src/chat_ui.py` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/chat_ui.py) - [X] Create `src/main.py` ✓ https://github.com/wishocracy/positron/commit/f9fb95fa2263f75b29e290aac7a9065aef1394dd [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/main.py#L1-L100) - [X] Running GitHub Actions for `src/main.py` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/src/main.py#L1-L100) - [X] Modify `requirements.txt` ✓ https://github.com/wishocracy/positron/commit/90158b6668928e54d6a53b6288d933bd6d8a3188 [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/requirements.txt#L1-L10) - [X] Running GitHub Actions for `requirements.txt` ✓ [Edit](https://github.com/wishocracy/positron/edit/sweep/create_github_api_agent_api_and_chat_ui/requirements.txt#L1-L10)

🚀 Here's the PR! #7

See Sweep's progress at the progress dashboard!

⚡ Sweep Basic Tier: I'm using GPT-4. You have 5 GPT-4 tickets left for the month and 3 for the day. (tracking ID: acae60849f)

For more GPT-4 tickets, visit our payment portal. For a one week free trial, try Sweep Pro (unlimited GPT-4 tickets).

[!TIP] I can email you next time I complete a pull request if you set up your email here!

Actions (click)

[ ] ↻ Restart Sweep

Sandbox Execution ✓

Here are the sandbox execution logs prior to making any changes:

Sandbox logs for ba59392

Checking requirements.txt for syntax errors... ✅ requirements.txt has no syntax errors! 1/1 ✓
Checking requirements.txt for syntax errors...
✅ requirements.txt has no syntax errors!

Sandbox passed on the latest main, so sandbox checks will be enabled for this issue.

Step 1: 🔎 Searching

I found the following snippets in your repository. I will now analyze these snippets and come up with a plan.

Some code snippets I think are relevant in decreasing order of relevance (click to expand). If some file is missing from here, you can mention the path in the ticket description.

https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/positron-network-architect-agent/github-integration/api-interaction.md#L1-L22 https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/agent-ideas/coordinator-agents.md#L1-L26 https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/positron-network-architect-agent/github-integration/pull-requests.md#L1-L21 https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/positron-network-architect-agent/positron-network-architect-agent.md#L1-L42 https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/collabathons/collabathons.md#L14-L82 https://github.com/wishocracy/positron/blob/ba59392ad12afcff12d42a009713ef562b5d7741/docs/human-ai-cooperation.md#L1-L56

Step 2: ⌨️ Coding

[X] Create src/agent_core.py ✓ https://github.com/wishocracy/positron/commit/43f2b361dc255f598255173ffdd7001efde9c30e Edit
Create src/agent_core.py with contents:
• This file will contain the core functionality of the agent.
• It will include functions for processing user requests, which will involve calling the appropriate functions from `nlp.py` and `github_api.py` based on the user's request.
• It will also include functions for handling GitHub events, which will involve using the GitHub API to fetch event data and then processing it as needed.

[X] Running GitHub Actions for src/agent_core.py ✓ Edit
Check src/agent_core.py with contents:

Ran GitHub Actions for 43f2b361dc255f598255173ffdd7001efde9c30e:

[X] Create src/nlp.py ✓ https://github.com/wishocracy/positron/commit/d535c5c2e979dfa74e74ad29b7c57e1372e6e408 Edit
Create src/nlp.py with contents:
• This file will contain the natural language processing functionality for understanding user requests.
• It will include functions for parsing user requests and converting them into actionable GitHub API queries.
• It may use libraries such as NLTK or spaCy for natural language processing.

[X] Running GitHub Actions for src/nlp.py ✓ Edit
Check src/nlp.py with contents:

Ran GitHub Actions for d535c5c2e979dfa74e74ad29b7c57e1372e6e408:

[X] Create src/github_api.py ✓ https://github.com/wishocracy/positron/commit/85a341ce15b4ca362010c55fe354419a5c82a2ed Edit
Create src/github_api.py with contents:
• This file will contain the functionality for interacting with the GitHub API.
• It will include functions for making various types of requests to the GitHub API, such as fetching repository data, creating issues, and managing pull requests.
• It will use the `requests` library to make HTTP requests to the GitHub API.

[X] Running GitHub Actions for src/github_api.py ✓ Edit
Check src/github_api.py with contents:

Ran GitHub Actions for 85a341ce15b4ca362010c55fe354419a5c82a2ed:

[X] Create src/chat_ui.py ✓ https://github.com/wishocracy/positron/commit/22bf1bbd9ccaa9481f97f88cb9b291bc4d219251 Edit
Create src/chat_ui.py with contents:
• This file will contain the chat-based user interface for interacting with the agent.
• It will include functions for receiving user input, sending it to the agent for processing, and then displaying the agent's response.
• It may use libraries such as Flask or Django for creating the chat UI.

[X] Running GitHub Actions for src/chat_ui.py ✓ Edit
Check src/chat_ui.py with contents:

Ran GitHub Actions for 22bf1bbd9ccaa9481f97f88cb9b291bc4d219251:

[X] Create src/main.py ✓ https://github.com/wishocracy/positron/commit/f9fb95fa2263f75b29e290aac7a9065aef1394dd Edit
Create src/main.py with contents:
• We will need to modify this file to integrate the new agent into the existing system.
• This will involve importing the new agent and then calling its functions as needed based on user input and GitHub events.
• We will also need to integrate the chat UI into the main application flow, which will involve calling the appropriate functions from `chat_ui.py`.

[X] Running GitHub Actions for src/main.py ✓ Edit
Check src/main.py with contents:

Ran GitHub Actions for f9fb95fa2263f75b29e290aac7a9065aef1394dd:

[X] Modify requirements.txt ✓ https://github.com/wishocracy/positron/commit/90158b6668928e54d6a53b6288d933bd6d8a3188 Edit
Modify requirements.txt with contents:
• We will need to add any new dependencies required by the new agent.
• This may include libraries such as NLTK, spaCy, requests, Flask, and Django.
• We will add these dependencies to the end of the `requirements.txt` file.

--- 
+++ 
@@ -5,3 +5,6 @@
 python-dotenv
 openai
 autogen
+NLTK
+spaCy
+Django

[X] Running GitHub Actions for requirements.txt ✓ Edit
Check requirements.txt with contents:

Ran GitHub Actions for 90158b6668928e54d6a53b6288d933bd6d8a3188:

Step 3: 🔁 Code Review

I have finished reviewing the code for completeness. I did not find errors for sweep/create_github_api_agent_api_and_chat_ui.

🎉 Latest improvements to Sweep:

We just released a dashboard to track Sweep's progress on your issue in real-time, showing every stage of the process – from search to planning and coding.
Sweep uses OpenAI's latest Assistant API to plan code changes and modify code! This is 3x faster and significantly more reliable as it allows Sweep to edit code and validate the changes in tight iterations, the same way as a human would.
Try using the GitHub issues extension to create Sweep issues directly from your editor! GitHub Issues and Pull Requests.

💡 To recreate the pull request edit the issue title or description. To tweak the pull request, leave a comment on the pull request. ^{Join Our Discord}

mikepsinn / positron

Sweep: Create GitHub API agent API and chat UI #6