Package: GitAI 0.1.3

Kamil Wais

GitAI: Extracts Knowledge from 'Git' Repositories

Scan multiple 'Git' repositories, pull specified files content and process it with large language models. You can summarize the content in specific way, extract information and data, or find answers to your questions about the repositories. The output can be stored in vector database and used for semantic search or as a part of a RAG (Retrieval Augmented Generation) prompt.

Authors:Kamil Wais [aut, cre], Krystian Igras [aut], Maciej Banas [aut]

GitAI_0.1.3.tar.gz
GitAI_0.1.3.zip(r-4.7)GitAI_0.1.3.zip(r-4.6)GitAI_0.1.3.zip(r-4.5)
GitAI_0.1.3.tgz(r-4.6-any)GitAI_0.1.3.tgz(r-4.5-any)
GitAI_0.1.3.tar.gz(r-4.7-any)GitAI_0.1.3.tar.gz(r-4.6-any)
GitAI_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
GitAI/json (API)

# Install 'GitAI' in R:

install.packages('GitAI', repos = c('https://r-world-devs.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/r-world-devs/gitai/issues

On CRAN:

5.64 score 8 stars 11 scripts 210 downloads 12 exports 39 dependencies

Last updated from:fb5f6a3a8f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	114
source / vignettes	OK	179
linux-release-x86_64	OK	122
macos-release-arm64	OK	106
macos-oldrel-arm64	OK	88
windows-devel	OK	92
windows-release	OK	74
windows-oldrel	OK	77
wasm-release	OK	112

Exports:add_files find_records initialize_project is_verbose process_repos set_database set_github_repos set_gitlab_repos set_llm set_prompt verbose_off verbose_on

Dependencies:askpass cli coro cpp11 curl dplyr ellmer fastmap generics GitStats glue httr2 jsonlite later lifecycle lubridate magrittr mirai nanonext openssl otel pillar pkgconfig promises purrr R6 rappdirs Rcpp rlang S7 stringi stringr sys tibble tidyselect timechange utf8 vctrs withr

Building simple Shiny app with a chatbot

Demo App Specs | Processing Git repositories with LLM | Semantic search queries | Shiny chatbot with RAG

Rendered frombuilding-shiny-app-chatbot.Rmdusingknitr::rmarkdown

Last update: 2025-02-17
Started: 2025-02-17

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Derive knowledge from GitHub or GitLab repositories with the use of AI/LLM	GitAI-package GitAI
Add files to 'GitAI' object.	add_files
Finding top K records in a vector database.	find_records
Initialize a 'GitAI' project.	initialize_project
Checks if 'GitAI' is verbose	is_verbose
This function is meant to fix 'Namespaces in Imports field not imported from:' R check note. The note shows up when namespace is used to create package object (not function) or within file marked at '.Rbuildignore' file.	missing_deps_note_fix
Run LLM on 'GitAI' repositories content	process_repos
Setting database in 'GitAI' object.	set_database
Set GitHub repositories in 'GitAI' object.	set_github_repos
Set GitLab repositories in 'GitAI' object.	set_gitlab_repos
Set Large Language Model in 'GitAI' object.	get_llm_defaults set_llm
Set prompt.	set_prompt
Sets 'GitAI' to be quiet.	verbose_off
Sets 'GitAI' to be verbose	verbose_on