A tool known as the Text to Code Generator API permits programmers to automate and take over programming activities. With this technology, coders can establish code patterns, make source code based on models, and configure the coding process.
Using programmable interfaces, it's possible to arrange code creation as part of production procedures, making things more efficient, minimizing human error, and guaranteeing consistency when creating software.
Eden AI's Code Generation APIs utilize advanced deep learning models that have undergone extensive training on large amounts of top-quality code from various programming languages and paradigms.
These models have superior proficiency in comprehending developers' intentions, deciphering natural language questions, and producing precise code snippets, functions, or even complete programs.
For users seeking a cost-effective engine, opting for an open-source model is the recommended choice. Here is the list of the best Text to Code Generator Open Source Models:
CodeGeeX is a huge and versatile tool for creating code, trained in innumerable languages and boasting 13 billion parameters. As of June 22nd, 2022, CodeGeeX has been trained on over 850 billion tokens using a cluster packed with 1,536 Ascend 910 AI Processors.
It has been extensively tested and has unique functions including creating code in multiple languages, translating code across languages, and a customizable programming assistant.
Duckargs exists to help you save time when you need to make a Python or C program that receives input from the command line. Simply execute duckargs (to produce python code), duckargs-python (which also generates python) or duckargs-c (which generates C code), specifying the desired options and example values. Duckargs will then produce a program that is able to handle those options and arguments.
Specify what you want to create, and the AI will request clarification before generating it. Free-GPT-Engineer is designed to be flexible, expandable, and capable of learning your desired code format. It generates an entire codebase based on prompts.
Create code swiftly using Django models. This tool allows you to produce a Django Rest Framework API or an admin for your application. Also, shape your templates to generate the unique code you need.
While open source models offer many advantages, they also come with some potential drawbacks and challenges. Here are some cons of using open source models:
Given the potential costs and challenges related to open-source models, one cost-effective solution is to use APIs. Eden AI smoothens the incorporation and implementation of AI technologies with its API, connecting to multiple AI engines.
Eden AI presents a broad range of AI APIs on its platform, customized to suit your specific needs and financial limitations. These technologies include data parsing, language identification, sentiment analysis, logo recognition, question answering, data anonymization, speech recognition, and numerous other capabilities.
To get started, we offer free $10 credits for you to explore our APIs.
Our standardized API enables you to integrate Automatic Code Generation APIs into your system with ease by utilizing various providers on Eden AI. Here is the list (in alphabetical order):
Google recently introduced a new model called Codey. It builds upon the PaLM 2 Large Language Model and has been fine-tuned with a substantial amount of excellent code and coding documentation.
You can immediately generate code using NLP Cloud's suggested code generation API, which is powered by GPT and yields excellent outcomes. If the previously set-up model doesn't suffice, you can decide on teaching and refining your custom model and have it equally deployed to production with a single tap.
It can understand simple commands in everyday language and execute them on behalf of the user, allowing for the development of a natural language interface for pre-existing applications.
Eden AI offers a user-friendly platform for evaluating pricing information from diverse API providers and monitoring price changes over time. As a result, keeping up-to-date with the latest pricing is crucial. The pricing chart below outlines the rates for smaller quantities for November 2023, as well as you can get discounts for potentially large volumes.
Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
You can see Eden AI documentation here.
The Eden AI team can help you with your AI Code Generation integration project. This can be done by :