Coding assistance 2023-03-30
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Marvin

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Structured data processed for software development.
Generated by ChatGPT

Marvin is an open-source library designed for building AI-powered software. It introduces a new concept - AI functions that generate outputs on-demand through AI, without relying on source code.

These functions work with native data types and can be integrated seamlessly into any codebase, thus eliminating the need for complex code for tasks like extracting entities from web pages or categorizing items in a database.

Marvin also features more flexible bots, which are highly capable AI assistants that can be given specific instructions, personalities, or roles. Additionally, developers can use Marvin to add AI capabilities wherever they are most impactful, without needing to start from scratch.Marvin is an opinionated, high-level library with the primary goal of integrating AI tools into software development.

It is ideal for those who want to process structured data without needing traditional source code, integrate an AI assistant into their code, or deploy cutting-edge AI technology with confidence.

Marvin's prompts have been tested and hardened for months of real-world use, and its code is available on GitHub under an Apache 2.0 license. However, Marvin does not provide full control of an AI, nor does it help developers to write source code.

In summary, Marvin is a powerful tool for building AI-powered applications that do not rely on traditional source code. Marvin's AI functions and bots make it easy to integrate AI capabilities into any codebase, without requiring extensive AI knowledge.

Its convenience, flexibility, and ease of use are ideal for software developers looking to leverage AI's advantages in their work.

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Marvin was manually vetted by our editorial team and was first featured on March 30th 2023.
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Pros and Cons

Pros

Open-source library
Works with native data
Can integrate into codebase
Flexible bots integration
Application doesn't need source code
Processes structured data without code
Bots with personalities
Plugin supported
Knowledge storage
Available Python API
Interactive CLI
FastAPI server
Built on Pydantic, FastAPI
No source code for sentiment categorizing
Bots can hold conversations
Bots use custom plugins
Functions without source code
Optimized for useful outcomes
Hardened prompts
Operates on GPT-4, GPT-3.5
Functional prompt engineering
Extracts data from complex inputs

Cons

Not for writing source code
Limited to GPT-4 and GPT-3.5 models
Doesn't expose LLM configuration
Doesn't allow full prompt control
Not for existential enlightenment
Opinionated library, limited customisation
Doesn't support raw LLM prompts

Q&A

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