Can AI outperform humans in code generation?
AlphaCodium is new open-source tool that takes Prompt Engineering to Flow Engineering, boosting Large Language Models' coding performance.
Here's how it works:
AlphaCodium is new open-source tool that takes Prompt Engineering to Flow Engineering, boosting Large Language Models' coding performance.
Here's how it works:
AlphaCodium's iterative process for problem-solving with code:
1. Describe the problem
2. Reason about public tests and explain output.
3. Generate potential solutions, rank them.
4. Create diverse tests.
5. Pick a solution, generate code, test it, improve if necessary. Repeat
1. Describe the problem
2. Reason about public tests and explain output.
3. Generate potential solutions, rank them.
4. Create diverse tests.
5. Pick a solution, generate code, test it, improve if necessary. Repeat
You can find more detailed information in the paper and the blog post.
Here are the links:
- Paper: arxiv.org
- Blog: codium.ai
- Code: github.com
Here are the links:
- Paper: arxiv.org
- Blog: codium.ai
- Code: github.com
arxiv.org/abs/2401.08500
Code Generation with AlphaCodium: From Prompt Engineering to Flow...
Code generation problems differ from common natural language problems - they require matching the ex...
github.com/Codium-ai/Alphβ¦
GitHub - Codium-ai/AlphaCodium
Contribute to Codium-ai/AlphaCodium development by creating an account on GitHub.
codium.ai/blog/alphacodiβ¦
State-of-the-art Code Generation with AlphaCodium - From Prompt Engineering to Flow Engineering | CodiumAI
Read about State-of-the-art Code Generation with AlphaCodium - From Prompt Engineering to Flow Engin...
More Features of Codium AI:
1. Is the Pull Request process a hassle for you?
Do it easily with Codium AI
π codium.ai
1. Is the Pull Request process a hassle for you?
Do it easily with Codium AI
π codium.ai
2. Code Suggestions:
- Identifies errors and suggests modifications for better functionality.
- Examines code structure, variables, and control flow.
- Identifies errors and suggests modifications for better functionality.
- Examines code structure, variables, and control flow.
3. Code Explanation:
Codium AI analyzes your code and provides a simple text-based output.
Codium AI analyzes your code and provides a simple text-based output.
4. AI Chat Threads
- Ask and refine results using Codium AI's commands π
- Chat with GPT-3.5-Turbo π or GPT-4-Turbo in your IDE.
- Ask and refine results using Codium AI's commands π
- Chat with GPT-3.5-Turbo π or GPT-4-Turbo in your IDE.
With Codium AI, you can:
1. Code smarter and faster than ever before
2. Generate automatic unit tests.
3. Chat with GPT-3.5-Turbo, or GPT-4-Turbo right inside your IDE
4. Improve code quality.
And Codium AI is free!
Try here: Codium.ai
1. Code smarter and faster than ever before
2. Generate automatic unit tests.
3. Chat with GPT-3.5-Turbo, or GPT-4-Turbo right inside your IDE
4. Improve code quality.
And Codium AI is free!
Try here: Codium.ai
AlphaCodium is a open-source repository, explore it, and consider giving it a star:
github.com
github.com
That's a wrap!
Hope you enjoyed it.
If you find this post helpful, please :
1. Follow me @CodeByPoonam for more.
2. Like/Repost the first tweet below for support.
Hope you enjoyed it.
If you find this post helpful, please :
1. Follow me @CodeByPoonam for more.
2. Like/Repost the first tweet below for support.
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