Python ai4code

Open-source Python projects categorized as ai4code
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Top 4 Python ai4code Projects

ai4code

  1. magicoder

    [ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

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  3. multilspy

    multilspy is a lsp client library in Python intended to be used to build applications around language servers.

    Project mention: Type-Constrained Code Generation with Language Models | news.ycombinator.com | 2025-05-13

    Also worth checking out MultiLSPy, effectively a python wrapper around multiple LSPs: https://github.com/microsoft/multilspy

    Used in multiple similar publications, including "Guiding Language Models of Code with Global Context using Monitors" (https://arxiv.org/abs/2306.10763), which uses static analysis beyond the type system to filter out e.g. invalid variable names, invalid control flow etc.

  4. monitors4codegen

    Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

    Project mention: Multilspy: Building a common LSP client handtuned for all Language servers | news.ycombinator.com | 2024-12-16

  5. CodeCapybara

    Open-source Self-Instruction Tuning Code LLM

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python ai4code related posts

  • Type-Constrained Code Generation with Language Models

    7 projects | news.ycombinator.com | 13 May 2025

  • Show HN: Multilspy – Cross platform framework to develop Language Server Clients

    1 project | news.ycombinator.com | 11 Aug 2024

  • Mistral Magicoder? Any Mistral-based coding models?

    1 project | /r/LocalLLaMA | 7 Dec 2023

  • Codegen model Magicoder 7B surpasses ChatGPT on HumanEval+ test

    1 project | /r/u_Greg_Z_ | 6 Dec 2023

  • Magicoder: Source Code Is All You Need

    1 project | news.ycombinator.com | 5 Dec 2023

  • Magicoder, coding-tuned Deepseek-6.7B and Llama-7B. Synth data techniques make it "surpass the ChatGPT on HumanEval+"

    1 project | /r/LocalLLaMA | 5 Dec 2023

  • CodeTF: Transformer Based Library for Code Generating Language Models

    1 project | /r/AutoGPT | 16 Jun 2023
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    www.saashub.com | 1 Sep 2025
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Index

What are some of the best open-source ai4code projects in Python? This list will help you:

# Project Stars
1 magicoder 2,025
2 multilspy 418
3 monitors4codegen 268
4 CodeCapybara 169

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