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GitHub topics: code-summarization

gmickel/CodeWhisper

CodeWhisper: AI-Powered End-to-End Task Implementation & blazingly fast Codebase-to-LLM Context Bridge

Language: TypeScript - Size: 5.99 MB - Last synced at: 5 days ago - Pushed at: 15 days ago - Stars: 93 - Forks: 7

universal-ctags/ctags

A maintained ctags implementation

Language: C - Size: 22.4 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 6,972 - Forks: 641

mirzahusadzic/egemma

FastAPI workbench for text embedding (Gemma-300m with Matryoshka) and summarization (Gemma/Gemini). Features hardware acceleration, caching, and secure endpoints for local LLM integration.

Language: Python - Size: 1.98 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

QuantLet/Encode-the-Qode

Towards Code Summarization for Scientific Domain Experts on Scarce Data (Code accompanying the research paper)

Language: Jupyter Notebook - Size: 123 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0

1337hero/talos-reader

Talos is a Rust-based CLI that scans codebases and generates JSON summaries to provide context to LLMs.

Language: Rust - Size: 71.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

koustub1412/Codexguru

CodexGuru is a full-stack AI tool that helps users summarize and debug code instantly. It uses models like Mistral and LLaMA for analysis, supports JWT-based login, and stores history with MongoDB. Built with React, FastAPI, and MongoDB, it offers a smooth and intelligent coding assistant experience.

Language: JavaScript - Size: 235 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

uw-swag/mole

MoLE (Mix-of-Language-Experts) model architecture for multilingual programming

Language: Python - Size: 25.4 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ga1az/pathdigest

A command-line tool written in Go that analyzes Git repositories, local directories, or individual files and generates a structured, LLM-friendly text digest of their content.

Language: Go - Size: 32.2 KB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 1

martysai/source-code-summarization

Transformer-based approaches for an efficient docstrings generation on a piece of Python's code.

Language: Python - Size: 101 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 3

marcusm117/IdentityChain

[ICLR 2024] Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain

Language: Python - Size: 1.68 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0

Victor-Gatua/Python-Recursive-Directory-CodeSummary-Tool

CLI tool in Python to recursively scan a directory, read every file (with error handling), and generate a single Markdown-formatted summary file. Supports path normalization, progress logging, and customizable output filenames—ideal for quick code overviews or project documentation.

Language: Python - Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Eng-M-Abdrabbou/Python-Recursive-Directory-CodeSummary-Tool

CLI tool in Python to recursively scan a directory, read every file (with error handling), and generate a single Markdown-formatted summary file. Supports path normalization, progress logging, and customizable output filenames—ideal for quick code overviews or project documentation.

Language: Python - Size: 5.86 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

J-McNamara/smoosh

Snapshot an entire repo or directory as plaintext on the clipboard and paste to your favorite AI tool!

Language: Python - Size: 72.3 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

alirezadir/leetcode-summerizer

Summarize and collect into a DB a collection of LeetCode problems (Description, Solutions, Code, Analysis)

Language: Python - Size: 46.9 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1

graykode/ai-docstring Fork of NilsJPWerner/autoDocstring

Visual Studio Code extension to quickly generate docstrings for python functions using AI(NLP) technology.

Language: Jupyter Notebook - Size: 2.43 MB - Last synced at: 8 months ago - Pushed at: almost 5 years ago - Stars: 311 - Forks: 25

FSoft-AI4Code/XMainframe

Language Model for Mainframe Modernization

Language: Python - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 3

LeVuMinhHuy/brocode

a bro who codes with you

Language: TypeScript - Size: 2.63 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1

tongye98/ytnmt

Basic neural network framework.

Language: Python - Size: 71.5 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

mast-group/clams

CLAMS API Summarizer

Language: Python - Size: 71.5 MB - Last synced at: 8 months ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 1

EngineeringSoftware/time-segmented-evaluation

Code and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.

Language: Python - Size: 75.2 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 1

ICPC2022-Gypsum/GypSum_Code

Official implementation of our work, 'GypSum: Learning Hybrid Representations for Code Summarization'.

Language: Python - Size: 6.34 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 0

Cmput416F21/PyGlueTokenizer

A tool for obtaining natural language summaries of Python functions.

Language: Python - Size: 25.7 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 1

lvyufeng/code_intelligence_papers

Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 5

EngineeringSoftware/roosterize-vscode

VSCode extension for Roosterize, a tool for suggesting lemma names in Coq

Language: TypeScript - Size: 383 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

CyberKnight1803/CodeCG

A novel approach to get concise comments for a code snippet

Language: Python - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

xcodemind/naturalcc

A toolkit to naturalize the source code corpus

Language: Python - Size: 75.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

mrseanryan/loc-counter

:memo: Counts how many lines of code (LOC/SLOC) are in a code base, by programming language.

Language: Python - Size: 9.77 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 4

Related Keywords
code-summarization 27 deep-learning 7 code-analysis 6 machine-learning 5 nlp 4 llm 4 code-generation 4 python 4 ai 3 cli-tool 3 natural-language-processing 3 developer-tools 3 text-processing 3 static-analysis 2 code-understanding 2 documentation 2 code-intelligence 2 code-translation 2 cli 2 automation 2 typescript 2 recursion 2 file-system 2 file-io 2 cross-platform 2 error-handling 2 pytorch 2 evaluation 2 transformer 2 model-evaluation 1 vs-code-extenstion 1 docstrings 1 bert 1 openai-gpt 1 machinelearning 1 leetcode 1 artificial-intelligence 1 summari 1 pip-package 1 llms 1 developer 1 code-analyzer 1 chatbot 1 cobol 1 time-segmented-evaluation 1 graph-attention-networks 1 graph-neural-networks 1 codex 1 nl2pl 1 transcoder 1 coq 1 vscode 1 vscode-extension 1 code2comment 1 seqgan 1 artifical-intelligense 1 code-search 1 programming-language 1 software-engineering 1 loc 1 sloc 1 codellm 1 llms-benchmarking 1 mainframe 1 migration 1 huggingface 1 instruction-tuning 1 llama2 1 lora 1 peft 1 text-generation 1 api-usage-mining 1 code-reuse 1 mining-software-repositories 1 comment-generation 1 dataset 1 method-naming 1 ml4code 1 large-language-models 1 rate-limiting-caching 1 production-ai 1 persona-engineering 1 multimodel-llm 1 matryoshka-embeddings 1 local-ai 1 hybrid-reasoning 1 gemma3 1 fastapi 1 tagjumping 1 ctags 1 code-reading 1 code-navigation 1 code-completion 1 open-source 1 nodejs 1 llm-integration 1 javascript 1 github-actions 1 documentation-generator 1 devtools 1