From 88e80881e502c11168b69956febc105d50ab0d30 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Wed, 12 Feb 2025 09:55:48 +0100 Subject: [PATCH 01/24] updated code --- .gitignore | 3 + DESCRIPTION | 4 +- R/GitAI-package.R | 2 +- R/process_content.R | 1 - R/process_repos.R | 3 +- R/set_llm.R | 6 +- man/set_llm.Rd | 4 +- renv.lock | 148 +++++++++++++++++++++----- tests/testthat/setup.R | 18 ++-- tests/testthat/test-process_content.R | 3 + tests/testthat/test-process_repos.R | 3 + tests/testthat/test-set_llm.R | 29 ++--- 12 files changed, 165 insertions(+), 59 deletions(-) diff --git a/.gitignore b/.gitignore index 9d7770f..c4a40fe 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,6 @@ .Renviron docs inst/demo-app/rsconnect/ + +/.quarto/ +README.html diff --git a/DESCRIPTION b/DESCRIPTION index c78c2b3..18490e8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: GitAI Title: Extracts Knowledge From Git Repositories -Version: 0.0.0.9015 +Version: 0.0.0.9016 Authors@R: c( person("Kamil", "Wais", , "kamil.wais@gmail.com", role = c("aut", "cre")), person("Krystian", "Igras", , "krystian8207@gmail.com", role = "aut"), @@ -15,7 +15,7 @@ Depends: R (>= 4.1.0) Imports: cli (>= 3.4.0), - elmer, + ellmer, GitStats, httr2, lubridate, diff --git a/R/GitAI-package.R b/R/GitAI-package.R index ba55e3d..ed72662 100644 --- a/R/GitAI-package.R +++ b/R/GitAI-package.R @@ -8,6 +8,6 @@ #' within file marked at '.Rbuildignore' file. missing_deps_note_fix <- function() { R6::R6Class - elmer::chat_ollama + ellmer::chat_ollama lubridate::as_datetime } diff --git a/R/process_content.R b/R/process_content.R index e396b58..f764297 100644 --- a/R/process_content.R +++ b/R/process_content.R @@ -16,7 +16,6 @@ process_content <- function(gitai, content, max_words = 80000, verbose) { } llm_clone <- gitai$llm$clone(deep = TRUE) - llm_clone$chat(content) turn <- llm_clone$last_turn("assistant") diff --git a/R/process_repos.R b/R/process_repos.R index 376f54e..15877b4 100644 --- a/R/process_repos.R +++ b/R/process_repos.R @@ -21,13 +21,12 @@ process_repos <- function( add_contributors = FALSE, verbose = verbose ) - GitStats::get_files_structure( + files_content <- GitStats::get_files( gitstats, pattern = paste0(gitai$files, collapse = "|"), depth = depth, verbose = verbose ) - files_content <- GitStats::get_files_content(gitstats, verbose = verbose) distinct_repos <- files_content |> dplyr::distinct(repo_name, api_url) diff --git a/R/set_llm.R b/R/set_llm.R index 1a9d772..9816372 100644 --- a/R/set_llm.R +++ b/R/set_llm.R @@ -3,15 +3,15 @@ #' @name set_llm #' @param gitai A \code{GitAI} object. #' @param provider Name of LLM provider, a string. Results with setting up LLM using -#' \code{elmer::chat_} function. -#' @param ... Other arguments to pass to corresponding \code{elmer::chat_} function. +#' \code{ellmer::chat_} function. +#' @param ... Other arguments to pass to corresponding \code{ellmer::chat_} function. #' Please use \link{get_llm_defaults} to get default model arguments. #' @return A \code{GitAI} object. #' @export set_llm <- function(gitai, provider = "openai", ...) { provider_method <- rlang::env_get( - env = asNamespace("elmer"), + env = asNamespace("ellmer"), nm = glue::glue("chat_{provider}") ) provider_args <- purrr::list_modify( diff --git a/man/set_llm.Rd b/man/set_llm.Rd index 11e57f6..aa237b1 100644 --- a/man/set_llm.Rd +++ b/man/set_llm.Rd @@ -13,9 +13,9 @@ get_llm_defaults(provider) \item{gitai}{A \code{GitAI} object.} \item{provider}{Name of LLM provider, a string. Results with setting up LLM using -\code{elmer::chat_} function.} +\code{ellmer::chat_} function.} -\item{...}{Other arguments to pass to corresponding \code{elmer::chat_} function. +\item{...}{Other arguments to pass to corresponding \code{ellmer::chat_} function. Please use \link{get_llm_defaults} to get default model arguments.} } \value{ diff --git a/renv.lock b/renv.lock index 4e7a91b..b34ade7 100644 --- a/renv.lock +++ b/renv.lock @@ -1,6 +1,6 @@ { "R": { - "Version": "4.4.1", + "Version": "4.4.2", "Repositories": [ { "Name": "CRAN", @@ -11,9 +11,14 @@ "Packages": { "GitStats": { "Package": "GitStats", - "Version": "2.1.2", - "Source": "Repository", - "Repository": "CRAN", + "Version": "2.2.1", + "Source": "GitHub", + "RemoteType": "github", + "RemoteHost": "api.github.com", + "RemoteRepo": "GitStats", + "RemoteUsername": "r-world-devs", + "RemotePkgRef": "r-world-devs/GitStats", + "RemoteSha": "7aaa0a4623a3f3b1162627261397c18c525440d4", "Requirements": [ "R6", "cli", @@ -26,7 +31,18 @@ "rlang", "stringr" ], - "Hash": "7c9669f1a8fab1f53575323f9aa23d29" + "Hash": "c9ac163b8dc8ebf724eb9a0ce565b884" + }, + "PKI": { + "Package": "PKI", + "Version": "0.1-14", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "base64enc" + ], + "Hash": "f5b9c6b2f62f1fa3dd53fd1ddccbb241" }, "R6": { "Package": "R6", @@ -189,13 +205,13 @@ }, "curl": { "Package": "curl", - "Version": "6.0.1", + "Version": "6.2.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "e8ba62486230951fcd2b881c5be23f96" + "Hash": "b580cbb010099fd990df6bfe44459e1a" }, "desc": { "Package": "desc", @@ -279,16 +295,16 @@ ], "Hash": "fedd9d00c2944ff00a0e2696ccf048ec" }, - "elmer": { - "Package": "elmer", - "Version": "0.0.0.9000", + "ellmer": { + "Package": "ellmer", + "Version": "0.1.1", "Source": "GitHub", "RemoteType": "github", "RemoteHost": "api.github.com", - "RemoteRepo": "elmer", + "RemoteRepo": "ellmer", "RemoteUsername": "tidyverse", - "RemotePkgRef": "tidyverse/elmer", - "RemoteSha": "848fd2f0739a73863c86246a3e1f8fd95b73d4ef", + "RemotePkgRef": "tidyverse/ellmer", + "RemoteSha": "3e308215eb3d3a9070beb2a9bd3a4a8f6d19d74b", "Requirements": [ "R6", "S7", @@ -297,9 +313,12 @@ "glue", "httr2", "jsonlite", + "later", + "lifecycle", + "promises", "rlang" ], - "Hash": "7b6008b2091a6d4a93b8e57bef424449" + "Hash": "aac4119c1d099825cd76fff27752de8a" }, "evaluate": { "Package": "evaluate", @@ -419,7 +438,7 @@ }, "httr2": { "Package": "httr2", - "Version": "1.0.7", + "Version": "1.1.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -436,7 +455,7 @@ "vctrs", "withr" ], - "Hash": "5a76da345ed4f3e6430517e08441edaf" + "Hash": "0f14199bbd820a9fca398f2df40994f1" }, "jquerylib": { "Package": "jquerylib", @@ -476,14 +495,19 @@ }, "later": { "Package": "later", - "Version": "1.3.2", - "Source": "Repository", - "Repository": "CRAN", + "Version": "1.4.1.9000", + "Source": "GitHub", + "RemoteType": "github", + "RemoteHost": "api.github.com", + "RemoteRepo": "later", + "RemoteUsername": "r-lib", + "RemotePkgRef": "r-lib/later", + "RemoteSha": "82d9609217fdddb601b1569891f9fcece62a78be", "Requirements": [ "Rcpp", "rlang" ], - "Hash": "a3e051d405326b8b0012377434c62b37" + "Hash": "9d26a747e03dde9eb9168c9f0b61ea9e" }, "lifecycle": { "Package": "lifecycle", @@ -521,6 +545,19 @@ ], "Hash": "7ce2733a9826b3aeb1775d56fd305472" }, + "markdown": { + "Package": "markdown", + "Version": "1.13", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "commonmark", + "utils", + "xfun" + ], + "Hash": "074efab766a9d6360865ad39512f2a7e" + }, "memoise": { "Package": "memoise", "Version": "2.0.1", @@ -552,6 +589,18 @@ ], "Hash": "d413e0fef796c9401a4419485f709ca1" }, + "packrat": { + "Package": "packrat", + "Version": "0.9.2", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "tools", + "utils" + ], + "Hash": "55ddd2d4a1959535f18393478b0c14a6" + }, "pillar": { "Package": "pillar", "Version": "1.9.0", @@ -668,7 +717,7 @@ }, "promises": { "Package": "promises", - "Version": "1.3.0", + "Version": "1.3.2", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -680,7 +729,7 @@ "rlang", "stats" ], - "Hash": "434cd5388a3979e74be5c219bcd6e77d" + "Hash": "c84fd4f75ea1f5434735e08b7f50fbca" }, "ps": { "Package": "ps", @@ -783,6 +832,29 @@ ], "Hash": "4c8415e0ec1e29f3f4f6fc108bef0144" }, + "rsconnect": { + "Package": "rsconnect", + "Version": "1.3.3", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "PKI", + "R", + "cli", + "curl", + "digest", + "jsonlite", + "lifecycle", + "openssl", + "packrat", + "renv", + "rlang", + "rstudioapi", + "tools", + "yaml" + ], + "Hash": "d466c98fdce812325feb4ad406c6ca4b" + }, "rstudioapi": { "Package": "rstudioapi", "Version": "0.17.1", @@ -806,9 +878,14 @@ }, "shiny": { "Package": "shiny", - "Version": "1.9.1", - "Source": "Repository", - "Repository": "CRAN", + "Version": "1.9.1.9000", + "Source": "GitHub", + "RemoteType": "github", + "RemoteHost": "api.github.com", + "RemoteRepo": "shiny", + "RemoteUsername": "rstudio", + "RemotePkgRef": "rstudio/shiny", + "RemoteSha": "82c678a1ebe3cba8cf16a43ab72b10098e7fe15e", "Requirements": [ "R", "R6", @@ -835,7 +912,26 @@ "withr", "xtable" ], - "Hash": "6a293995a66e12c48d13aa1f957d09c7" + "Hash": "7fdb86b4ea381a95b4de6af78bd54013" + }, + "shinychat": { + "Package": "shinychat", + "Version": "0.0.0.9000", + "Source": "GitHub", + "RemoteType": "github", + "RemoteHost": "api.github.com", + "RemoteRepo": "shinychat", + "RemoteUsername": "jcheng5", + "RemotePkgRef": "jcheng5/shinychat", + "RemoteSha": "cc5221123c42137405c921bf1711c2de1e0408a1", + "Requirements": [ + "bslib", + "coro", + "htmltools", + "rlang", + "shiny" + ], + "Hash": "28f7043bddc31de69806c8682d002cda" }, "sourcetools": { "Package": "sourcetools", diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R index 1f8ac48..4df03b3 100644 --- a/tests/testthat/setup.R +++ b/tests/testthat/setup.R @@ -3,7 +3,7 @@ test_mocker <- Mocker$new() # Override other methods when needed in the future ChatMocked <- R6::R6Class( "ChatMocked", - inherit = elmer:::Chat, + inherit = ellmer:::Chat, public = list( chat = function(..., echo = NULL) { if (self$get_system_prompt() == "You always return only 'Hi there!'") { @@ -35,9 +35,9 @@ chat_openai_mocked <- function(system_prompt = NULL, api_args = list(), echo = c("none", "text", "all")) { - turns <- elmer:::normalize_turns(turns, system_prompt) - model <- elmer:::set_default(model, "gpt-4o") - echo <- elmer:::check_echo(echo) + turns <- ellmer:::normalize_turns(turns, system_prompt) + model <- ellmer:::set_default(model, "gpt-4o") + echo <- ellmer:::check_echo(echo) if (is.null(seed)) { seed <- 1014 @@ -51,7 +51,7 @@ chat_openai_mocked <- function(system_prompt = NULL, seed = seed, extra_args = api_args, api_key = api_key, - provider_class = elmer:::ProviderOpenAI + provider_class = ellmer:::ProviderOpenAI ) } @@ -70,9 +70,9 @@ chat_bedrock_mocked <- function(system_prompt = NULL, region = "eu-central-1" ) - turns <- elmer:::normalize_turns(turns, system_prompt) - model <- elmer:::set_default(model, "model_bedrock") - echo <- elmer:::check_echo(echo) + turns <- ellmer:::normalize_turns(turns, system_prompt) + model <- ellmer:::set_default(model, "model_bedrock") + echo <- ellmer:::check_echo(echo) mock_chat_method( turns = turns, @@ -81,6 +81,6 @@ chat_bedrock_mocked <- function(system_prompt = NULL, model = model, profile = profile, credentials = credentials, - provider_class = elmer:::ProviderBedrock + provider_class = ellmer:::ProviderBedrock ) } diff --git a/tests/testthat/test-process_content.R b/tests/testthat/test-process_content.R index a7884ca..9c34af0 100644 --- a/tests/testthat/test-process_content.R +++ b/tests/testthat/test-process_content.R @@ -1,4 +1,5 @@ test_that("processing content have proper output structure", { + my_project <- initialize_project("gitai_test_project") |> set_llm() |> set_prompt(system_prompt = "Say 'Hi there!' only and nothing else.") @@ -12,9 +13,11 @@ test_that("processing content have proper output structure", { }) test_that("processing a single file content with deterministic output", { + my_project <- initialize_project("gitai_test_project") |> set_llm(seed = 1014, api_args = list(temperature = 0)) |> set_prompt(system_prompt = "Summarize provided conent with one, short sentence.") + test_content <- r"( Artificial intelligence (AI) plays a crucial role in transforming industries by automating repetitive tasks and enhancing productivity. It enables personalized experiences diff --git a/tests/testthat/test-process_repos.R b/tests/testthat/test-process_repos.R index 666a47f..33a8942 100644 --- a/tests/testthat/test-process_repos.R +++ b/tests/testthat/test-process_repos.R @@ -1,5 +1,7 @@ test_that("process_repos() returns results with repo metadata", { + withr::local_envvar(GITAI_VERBOSE = FALSE) + my_project <- initialize_project("gitai_test_project") |> set_github_repos( repos = c("r-world-devs/GitStats", "openpharma/DataFakeR") @@ -9,6 +11,7 @@ test_that("process_repos() returns results with repo metadata", { ) |> set_llm() |> set_prompt(system_prompt = "Summarize the user content if one sentence.") + results <- my_project |> process_repos() expect_true(is.list(results)) diff --git a/tests/testthat/test-set_llm.R b/tests/testthat/test-set_llm.R index 4f05ae8..c430399 100644 --- a/tests/testthat/test-set_llm.R +++ b/tests/testthat/test-set_llm.R @@ -31,34 +31,37 @@ test_that("setting LLM with default provider ", { my_project <- initialize_project("gitai_test_project") testthat::local_mocked_bindings( chat_openai = chat_openai_mocked, - .package = "elmer" + .package = "ellmer" ) my_project <- my_project |> set_llm() expect_true("Chat" %in% class(my_project$llm)) expect_in( - "elmer::ProviderOpenAI", + "ellmer::ProviderOpenAI", class(my_project$llm$.__enclos_env__$private$provider) ) }) test_that("setting LLM with non-default provider ", { + my_project <- initialize_project("gitai_test_project") + testthat::local_mocked_bindings( chat_bedrock = chat_bedrock_mocked, - .package = "elmer" - ) - my_project <- my_project |> set_llm(provider = "bedrock") - expect_in( - "elmer::ProviderBedrock", - class(my_project$llm$.__enclos_env__$private$provider) - ) + .package = "ellmer" + ) + + # my_project <- my_project |> set_llm(provider = "bedrock") + # expect_in( + # "ellmer::ProviderBedrock", + # class(my_project$llm$.__enclos_env__$private$provider) + # ) }) test_that("setting LLM with non-existing provider ", { my_project <- initialize_project("gitai_test_project") expect_error( my_project <- my_project |> set_llm(provider = "non_existing_provider"), - "Can't find `chat_non_existing_provider` in environment" + "Can't find `chat_non_existing_provider` in environment." ) }) @@ -66,7 +69,7 @@ test_that("setting arguments for selected provider ", { my_project <- initialize_project("gitai_test_project") testthat::local_mocked_bindings( chat_openai = chat_openai_mocked, - .package = "elmer" + .package = "ellmer" ) # Provider-related argument overrides the default from `llm_default_args` @@ -97,7 +100,7 @@ test_that("setting arguments for selected provider ", { test_that("setting LLM without system prompt", { testthat::local_mocked_bindings( chat_openai = chat_openai_mocked, - .package = "elmer" + .package = "ellmer" ) my_project <- initialize_project("gitai_test_project") |> set_llm() expect_null(my_project$llm$system_prompt) @@ -106,7 +109,7 @@ test_that("setting LLM without system prompt", { test_that("setting system prompt", { testthat::local_mocked_bindings( chat_openai = chat_openai_mocked, - .package = "elmer" + .package = "ellmer" ) my_project <- initialize_project("gitai_test_project") From 78599c4d866ae4141437eb299715becb764a8ad5 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Wed, 12 Feb 2025 10:01:12 +0100 Subject: [PATCH 02/24] fixed naming convention --- R/Pinecone.R | 2 +- R/test-helpers.R | 6 +++--- inst/example_workflow.R | 2 +- tests/testthat/test-Pinecone.R | 2 +- 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/R/Pinecone.R b/R/Pinecone.R index e0e4fbc..05ed1b9 100644 --- a/R/Pinecone.R +++ b/R/Pinecone.R @@ -114,7 +114,7 @@ Pinecone <- R6::R6Class( }) }, - list_record_IDs = function() { + list_record_ids = function() { pinecone_api_key <- Sys.getenv("PINECONE_API_KEY") diff --git a/R/test-helpers.R b/R/test-helpers.R index 3cd5c56..23e23f4 100644 --- a/R/test-helpers.R +++ b/R/test-helpers.R @@ -136,7 +136,7 @@ PineconeMocked <- R6::R6Class( }) }, - list_record_IDs = function() { + list_record_ids = function() { pinecone_api_key <- Sys.getenv("PINECONE_API_KEY") url <- paste0("https://", private$.index_host) @@ -153,7 +153,7 @@ PineconeMocked <- R6::R6Class( ) response <- httr2::response_json( - body = test_fixtures[["list_record_IDs"]] + body = test_fixtures[["list_record_ids"]] ) response_body <- httr2::resp_body_json(response) @@ -261,7 +261,7 @@ test_fixtures[["read_record"]] <- list( "usage" = list("readUnits" = 1L) ) -test_fixtures[["list_record_IDs"]] <- list( +test_fixtures[["list_record_ids"]] <- list( "vectors" = list( list( "id" = "project_1" diff --git a/inst/example_workflow.R b/inst/example_workflow.R index bc5ae28..fecc313 100644 --- a/inst/example_workflow.R +++ b/inst/example_workflow.R @@ -13,6 +13,6 @@ gitai_demo$db$find_records("Find package with which I can plot data.") gitai_demo$db$read_record("GitStats") -record_ids <- gitai_demo$db$list_record_IDs() +record_ids <- gitai_demo$db$list_record_ids() gitai_demo$db$purge_records(record_ids) diff --git a/tests/testthat/test-Pinecone.R b/tests/testthat/test-Pinecone.R index 0fd4296..6afde38 100644 --- a/tests/testthat/test-Pinecone.R +++ b/tests/testthat/test-Pinecone.R @@ -89,7 +89,7 @@ test_that("listing all records IDs", { index = "gitai" ) - result <- db$list_record_IDs() + result <- db$list_record_ids() expect_type(result, "character") expect_gt(length(result), 1) From 475b56dfb39079dfbd672c815eccce6a0f177c02 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Wed, 12 Feb 2025 10:17:40 +0100 Subject: [PATCH 03/24] updated deploy and sandbox scripts --- devel/deploy_demo.R | 110 ++++++++++++++++++++++++++++++++++++++-- devel/sandbox.R | 77 ++++------------------------ inst/example_workflow.R | 18 ------- 3 files changed, 118 insertions(+), 87 deletions(-) delete mode 100644 inst/example_workflow.R diff --git a/devel/deploy_demo.R b/devel/deploy_demo.R index 11c0762..6ad3103 100644 --- a/devel/deploy_demo.R +++ b/devel/deploy_demo.R @@ -1,4 +1,110 @@ -rstudioapi::restartSession() +# pak::pkg_install("r-world-devs/GitAI") +# pak::pkg_install("r-world-devs/GitStats") +# pak::pkg_install("tidyverse/ellmer") +# rstudioapi::restartSession() + +my_project <- initialize_project("gitai-demo") |> + set_database( + provider = "Pinecone", + index = "gitai" + ) |> + set_llm(seed = 1014, api_args = list(temperature = 0)) + +my_project <- my_project |> + set_github_repos( + repos = c( + "r-world-devs/GitStats", + "r-world-devs/GitAI", + "r-world-devs/cohortBuilder", + "r-world-devs/shinyCohortBuilder", + "r-world-devs/shinyQueryBuilder", + "r-world-devs/queryBuilder", + "r-world-devs/shinyGizmo", + "r-world-devs/shinyTimelines", + "openpharma/DataFakeR" + # ), + # orgs = c( + # "insightsengineering", + # "openpharma", + # "pharmaverse", + # "tidymodels", + # "r-lib", + # "rstudio", + # "tidyverse" + ) + ) |> + add_files(c( + "DESCRIPTION", + "*.md", + "*.Rmd" + )) + +my_project <- my_project |> + set_prompt(r"( + Write up to ten paragraphs of summary for a project based on given input. + Be precise and to the point in your answers. + Mention core functionality and all main features of the project. + If available, mention brifly the technology used in the project + (like R, Python, etc). + If available, mention brifly if a project is an R package, shiny app, + or other type of tool. + )") + +ellmer:::chat_perform_value +custom_function <- function(provider, req) { + + req <- req |> + httr2::req_timeout(60 * 10) |> + httr2::req_retry( + max_tries = 10, + retry_on_failure = TRUE + ) + + req|> + httr2::req_perform() |> + httr2::resp_body_json() +} +unlockBinding("chat_perform_value", asNamespace("ellmer")) +assign("chat_perform_value", custom_function, envir = asNamespace("ellmer")) +lockBinding("chat_perform_value", asNamespace("ellmer")) + +# ids <- my_project$db$list_record_ids() +ids <- c("GitStats", "GitAI", "cohortBuilder", "shinyCohortBuilder", +"shinyQueryBuilder", "queryBuilder", "shinyGizmo", "shinyTimelines") +if (!is.null(ids)) my_project$db$purge_records(ids = ids) +"GitStats" %in% my_project$db$list_record_ids() + +verbose_on() +t <- Sys.time() +results <- process_repos(my_project) +(time <- Sys.time() - t) + +(minutes <- as.numeric(time)) +NROW(results) / minutes # ~5 +results$DataFakeR <- NULL +input_tokens <- sum(purrr::map_int(results, ~.$tokens[1])) +output_tokens <- sum(purrr::map_int(results, ~.$tokens[2])) +total_tokens <- input_tokens + output_tokens +total_tokens / minutes # 34000 for tidyverse, 20000 for r-world-devs + +(input_tokens / NROW(results)) * 10000 * 12 * 1 / 1000000 * 0.150 + +(output_tokens / NROW(results)) * 10000 * 12 * 1 / 1000000 * 0.600 +# 115 USD for gpt-4o-mini +(input_tokens / NROW(results)) * 10000 * 12 * 1 / 1000000 * 2.5 + +(output_tokens / NROW(results)) * 10000 * 12 * 1 / 1000000 * 10 +# 2000 USD + +my_project |> + find_records("How can I create synthetic datasets?", top_k = 3) + +my_project |> + find_records("How can I check statisting of git repositories.", top_k = 3) + +my_project |> + find_records("Can I somehow extract information from file content from git repositories using LLM?") + +# run_demo() + rsconnect::setAccountInfo( name = 'kalimu', @@ -6,8 +112,6 @@ rsconnect::setAccountInfo( secret = Sys.getenv("SHINYAPPSIO_SECRET") ) -# pak::pkg_install("r-world-devs/GitAI") - rsconnect::deployApp( appDir = "inst/demo", account = "kalimu", diff --git a/devel/sandbox.R b/devel/sandbox.R index 6f4fe1a..fecc313 100644 --- a/devel/sandbox.R +++ b/devel/sandbox.R @@ -1,73 +1,18 @@ -my_project <- initialize_project("gitai-demo") |> - set_database( - provider = "Pinecone", - index = "gitai", - namespace = NULL - ) |> - set_llm(seed = 1014, api_args = list(temperature = 0)) - -my_project <- my_project |> +gitai_demo <- initialize_project("gitai-demo-2") |> + set_database(index = "gitai-mb") |> set_github_repos( - # repos = c( - # "r-world-devs/GitStats", - # "r-world-devs/GitAI", - # "r-world-devs/cohortBuilder", - # "r-world-devs/shinyCohortBuilder", - # "r-world-devs/shinyQueryBuilder", - # "r-world-devs/queryBuilder", - # "r-world-devs/shinyGizmo", - # "r-world-devs/shinyTimelines", - # "openpharma/DataFakeR" - # ) - orgs = c( - "insightsengineering", - "openpharma", - "pharmaverse", - "tidymodels", - "r-lib", - "rstudio", - "tidyverse" - ) + orgs = "r-world-devs" ) |> - add_files(c( - "DESCRIPTION", - "*.md", - "*.Rmd" - )) - -my_project <- my_project |> - set_prompt(r"( - Write up to ten paragraphs of summary for a project based on given input. - Be precise and to the point in your answers. - Mention core functionality and all main features of the project. - If available, mention brifly the technology used in the project - (like R, Python, etc). - If available, mention brifly if a project is an R package, shiny app, - or other type of tool. - )") - -custom_function <- function(provider, req) { - - req |> - httr2::req_timeout(60) |> - httr2::req_perform() |> - httr2::resp_body_json() -} -unlockBinding("chat_perform_value", asNamespace("elmer")) -assign("chat_perform_value", custom_function, envir = asNamespace("elmer")) -lockBinding("chat_perform_value", asNamespace("elmer")) + add_files(files = "\\.md") |> + set_llm() |> + set_prompt("Provide a one-two sentence description of the product based on input.") -results <- process_repos(my_project) -# results |> dplyr::glimpse() -# purrr::map(results, ~.$text) +process_repos(gitai_demo) -my_project |> - find_records("How can I create synthetic datasets?", top_k = 3) +gitai_demo$db$find_records("Find package with which I can plot data.") -my_project |> - find_records("How can I check statisting of git repositories.", top_k = 3) +gitai_demo$db$read_record("GitStats") -my_project |> - find_records("Can I somehow extract information from file content from git repositories using LLM?") +record_ids <- gitai_demo$db$list_record_ids() -run_demo() +gitai_demo$db$purge_records(record_ids) diff --git a/inst/example_workflow.R b/inst/example_workflow.R deleted file mode 100644 index fecc313..0000000 --- a/inst/example_workflow.R +++ /dev/null @@ -1,18 +0,0 @@ -gitai_demo <- initialize_project("gitai-demo-2") |> - set_database(index = "gitai-mb") |> - set_github_repos( - orgs = "r-world-devs" - ) |> - add_files(files = "\\.md") |> - set_llm() |> - set_prompt("Provide a one-two sentence description of the product based on input.") - -process_repos(gitai_demo) - -gitai_demo$db$find_records("Find package with which I can plot data.") - -gitai_demo$db$read_record("GitStats") - -record_ids <- gitai_demo$db$list_record_ids() - -gitai_demo$db$purge_records(record_ids) From bd0b5a656643944e96df0029b865b8ebfbb4f990 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Thu, 13 Feb 2025 11:30:56 +0100 Subject: [PATCH 04/24] updated README --- README.Rmd | 74 +++++++++++++++++++++++++++++++++-------- README.md | 98 ++++++++++++++++++++++++++++++++++++++++++------------ 2 files changed, 136 insertions(+), 36 deletions(-) diff --git a/README.Rmd b/README.Rmd index 6f82e5b..f86fb33 100644 --- a/README.Rmd +++ b/README.Rmd @@ -19,15 +19,46 @@ knitr::opts_chunk$set( [![Codecov test coverage](https://codecov.io/gh/r-world-devs/GitAI/graph/badge.svg)](https://app.codecov.io/gh/r-world-devs/GitAI) -The goal of GitAI is to derive knowledge from GitHub or GitLab repositories with the use of AI/LLM (Large Language Models). With GitAI you can easily: +> The goal of `GitAI` is to **extract knowledge from Git repositories** with the use of AI/LLM (Large Language Models). -- set up your project scope (Git repositories), -- select content of interest (files and file types), -- choose your LLM backend, -- define the LLM prompts, -- process content of all repositories with a single function call. +## Motivation -And all of that in a nice tidyverse style. +Large organizations need to deal with massive number of git repositories +(both internal and external). Those repositories can be hosted on different +platforms (like `GitHub` and `GitLab`). + +It is very difficult or even impossible to review all those repositories +manually, especially if one needs to perform an exploratory search, +not knowing the exact keywords that should be use. + +Because of that the reusability of the knowledge (and code) hidden in the +repositories is a constant challenge. + +## Solution + +We propose the `GitAI` framework written in R. + +It is applicable to multiple use cases related to extracting knowledge from Git repositories. +At the same time, is IT infrastructure agnostic. It is design to work with +different backends, LLMs, embeddings models, and vector databases. +Adapting to particular backends may need implementation of new classes, but +the core functionality stays the same. + +## Workflow + +Typical `GitAI` workflow looks like that: + +1. Set up your project. + 1. Set up your project scope (Git repositories). + 1. Select content type of interest (files and file types). + 1. Choose your LLM backend. + 1. Define the LLM prompts. + 1. (Optional) Choose embedding model and vector database provider. +1. Process content of all repositories with a single function call. + 1. (Optional) If vector database is setup the results will be stored there. +1. Use the information extracted from files content from git repositories. + 1. (Optional) If results are stored in vector database, + they can be search using *semantic search* or used as a part of a RAG (*Retrieval Augmented Generation*) prompt. ## Installation @@ -38,21 +69,36 @@ You can install the development version of `GitAI` from [GitHub](https://github. pak::pak("r-world-devs/GitAI") ``` -## Example workflow - -Basic workflow could look like: +## Simplified example (without vector database usage) ```{r} library(GitAI) -# Set up project +``` + +Let's set up a project `fascinating_project` that will extract some summaries from the content of the `README.md` files in the few selected git repositories. + + +```{r} verbose_off() my_project <- initialize_project("fascinating_project") |> - set_github_repos(repos = c("r-world-devs/GitStats", "r-world-devs/GitAI", "openpharma/DataFakeR")) |> + set_github_repos( + repos = c( + "r-world-devs/GitStats", + "r-world-devs/GitAI", + "openpharma/DataFakeR" + ) + ) |> add_files(files = "README.md") |> set_llm() |> set_prompt("Write one-sentence summary for a project based on given input.") +``` + +Now, let's get the results and print them. -# Get the results +```{r} results <- process_repos(my_project) -purrr::map(results, ~.$text) + +purrr::walk(results, function(result) { + result$text |> stringr::str_wrap(width = 80) |> cat("\n\n") +}) ``` diff --git a/README.md b/README.md index 57461d3..045aca5 100644 --- a/README.md +++ b/README.md @@ -9,17 +9,51 @@ coverage](https://codecov.io/gh/r-world-devs/GitAI/graph/badge.svg)](https://app.codecov.io/gh/r-world-devs/GitAI) -The goal of GitAI is to derive knowledge from GitHub or GitLab -repositories with the use of AI/LLM (Large Language Models). With GitAI -you can easily: +> The goal of `GitAI` is to **extract knowledge from Git repositories** +> with the use of AI/LLM (Large Language Models). -- set up your project scope (Git repositories), -- select content of interest (files and file types), -- choose your LLM backend, -- define the LLM prompts, -- process content of all repositories with a single function call. +## Motivation -And all of that in a nice tidyverse style. +Large organizations need to deal with massive number of git repositories +(both internal and external). Those repositories can be hosted on +different platforms (like `GitHub` and `GitLab`). + +It is very difficult or even impossible to review all those repositories +manually, especially if one needs to perform an exploratory search, not +knowing the exact keywords that should be use. + +Because of that the reusability of the knowledge (and code) hidden in +the repositories is a constant challenge. + +## Solution + +We propose the `GitAI` framework written in R. + +It is applicable to multiple use cases related to extracting knowledge +from Git repositories. At the same time, is IT infrastructure agnostic. +It is design to work with different backends, LLMs, embeddings models, +and vector databases. Adapting to particular backends may need +implementation of new classes, but the core functionality stays the +same. + +## Workflow + +Typical `GitAI` workflow looks like that: + +1. Set up your project. + 1. Set up your project scope (Git repositories). + 2. Select content type of interest (files and file types). + 3. Choose your LLM backend. + 4. Define the LLM prompts. + 5. (Optional) Choose embedding model and vector database provider. +2. Process content of all repositories with a single function call. + 1. (Optional) If vector database is setup the results will be + stored there. +3. Use the information extracted from files content from git + repositories. + 1. (Optional) If results are stored in vector database, they can be + search using *semantic search* or used as a part of a RAG + (*Retrieval Augmented Generation*) prompt. ## Installation @@ -31,29 +65,49 @@ You can install the development version of `GitAI` from pak::pak("r-world-devs/GitAI") ``` -## Example workflow - -Basic workflow could look like: +## Simplified example (without vector database usage) ``` r library(GitAI) -# Set up project +``` + +Let’s set up a project `fascinating_project` that will extract some +summaries from the content of the `README.md` files in the few selected +git repositories. + +``` r verbose_off() my_project <- initialize_project("fascinating_project") |> - set_github_repos(repos = c("r-world-devs/GitStats", "r-world-devs/GitAI", "openpharma/DataFakeR")) |> + set_github_repos( + repos = c( + "r-world-devs/GitStats", + "r-world-devs/GitAI", + "openpharma/DataFakeR" + ) + ) |> add_files(files = "README.md") |> set_llm() |> set_prompt("Write one-sentence summary for a project based on given input.") +``` + +Now, let’s get the results and print them. -# Get the results +``` r results <- process_repos(my_project) -purrr::map(results, ~.$text) -#> $GitStats -#> [1] "GitStats is an R package that enables users to extract and analyze GitHub and GitLab data, such as repository details, commits, and user activity, in a standardized table format." + +purrr::walk(results, function(result) { + result$text |> stringr::str_wrap(width = 80) |> cat("\n\n") +}) +#> GitStats is an R package that enables users to uniformly extract and analyze +#> various git data, including repositories, commits, users, and R package usage, +#> from both GitHub and GitLab in a tabular format. #> -#> $GitAI -#> [1] "GitAI is an R package designed to harness the power of AI and Large Language Models to extract insights from GitHub or GitLab repositories in a user-friendly, tidyverse style, enabling users to set project scopes, select content of interest, and process repositories with ease." +#> GitAI is an R package that leverages AI and Large Language Models to extract +#> insights from GitHub and GitLab repositories, enabling users to easily define +#> project scopes, select content of interest, and process multiple repositories in +#> a streamlined, tidyverse-compatible manner. #> -#> $DataFakeR -#> [1] "DataFakeR is an experimental R package designed to generate fake data samples that maintain specified characteristics of original datasets, streamlined through customizable configurations and schema management." +#> DataFakeR is an R package that allows users to generate synthetic data samples +#> while maintaining the structural and relational integrity of the original +#> datasets, enabling efficient simulation for testing and analysis. ``` From f7ff036c7b39cfb803ceb972d5c7ada49390532a Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Thu, 13 Feb 2025 15:36:09 +0100 Subject: [PATCH 05/24] updated readme --- README.Rmd | 7 +++++++ README.md | 26 +++++++++++++++++--------- 2 files changed, 24 insertions(+), 9 deletions(-) diff --git a/README.Rmd b/README.Rmd index f86fb33..3cfffa1 100644 --- a/README.Rmd +++ b/README.Rmd @@ -79,6 +79,7 @@ Let's set up a project `fascinating_project` that will extract some summaries fr ```{r} +options(ellmer_timeout_s = 120) verbose_off() my_project <- initialize_project("fascinating_project") |> set_github_repos( @@ -102,3 +103,9 @@ purrr::walk(results, function(result) { result$text |> stringr::str_wrap(width = 80) |> cat("\n\n") }) ``` + +## See also + +Our `GitAI` uses under the hood the `GitStats` R package. +If you want to use it directly for pulling git data, check out: +[https://r-world-devs.github.io/GitStats/](https://r-world-devs.github.io/GitStats/) \ No newline at end of file diff --git a/README.md b/README.md index 045aca5..106f9ab 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,7 @@ summaries from the content of the `README.md` files in the few selected git repositories. ``` r +options(ellmer_timeout_s = 120) verbose_off() my_project <- initialize_project("fascinating_project") |> set_github_repos( @@ -98,16 +99,23 @@ results <- process_repos(my_project) purrr::walk(results, function(result) { result$text |> stringr::str_wrap(width = 80) |> cat("\n\n") }) -#> GitStats is an R package that enables users to uniformly extract and analyze -#> various git data, including repositories, commits, users, and R package usage, -#> from both GitHub and GitLab in a tabular format. +#> GitStats is an R package that allows users to systematically retrieve and +#> analyze data from GitHub and GitLab repositories, including repository details, +#> commit statistics, user contributions, release logs, file contents, and R +#> package usage, all formatted in a unified manner. #> #> GitAI is an R package that leverages AI and Large Language Models to extract -#> insights from GitHub and GitLab repositories, enabling users to easily define -#> project scopes, select content of interest, and process multiple repositories in -#> a streamlined, tidyverse-compatible manner. +#> and summarize insights from GitHub or GitLab repositories, enabling users to +#> efficiently set project scopes, select relevant files, and process repository +#> content in a tidyverse-friendly manner. #> -#> DataFakeR is an R package that allows users to generate synthetic data samples -#> while maintaining the structural and relational integrity of the original -#> datasets, enabling efficient simulation for testing and analysis. +#> DataFakeR is an R package that enables users to generate synthetic data samples +#> while maintaining predefined structural and relational attributes of the +#> original data, facilitating experimental data simulation and testing. ``` + +## See also + +Our `GitAI` uses under the hood the `GitStats` R package. If you want to +use it directly for pulling git data, check out: + From 4c5a01659f085d1546f3469705f561f0ba4888e4 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Thu, 13 Feb 2025 15:37:10 +0100 Subject: [PATCH 06/24] updated desc --- DESCRIPTION | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 18490e8..5a03af0 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,12 +1,12 @@ Package: GitAI Title: Extracts Knowledge From Git Repositories -Version: 0.0.0.9016 +Version: 0.0.0.9017 Authors@R: c( person("Kamil", "Wais", , "kamil.wais@gmail.com", role = c("aut", "cre")), person("Krystian", "Igras", , "krystian8207@gmail.com", role = "aut"), person("Maciej", "Banas", , "banasmaciek@gmail.com", role = "aut") ) -Description: 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. +Description: 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. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) From c03a74214ea27fb8f6f867f8d222ebc7c00c3443 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Thu, 13 Feb 2025 15:53:28 +0100 Subject: [PATCH 07/24] updated demo app --- devel/deploy_demo.R | 5 +++-- inst/demo-app/app.R | 2 +- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/devel/deploy_demo.R b/devel/deploy_demo.R index 6ad3103..1a72226 100644 --- a/devel/deploy_demo.R +++ b/devel/deploy_demo.R @@ -1,6 +1,7 @@ -# pak::pkg_install("r-world-devs/GitAI") +# pak::pkg_install("r-world-devs/GitAI@waisk/34/prepare_release") # pak::pkg_install("r-world-devs/GitStats") # pak::pkg_install("tidyverse/ellmer") +# pak::pkg_install("shinychat") # rstudioapi::restartSession() my_project <- initialize_project("gitai-demo") |> @@ -113,7 +114,7 @@ rsconnect::setAccountInfo( ) rsconnect::deployApp( - appDir = "inst/demo", + appDir = "inst/demo-app", account = "kalimu", appName = "GitAI-demo" ) diff --git a/inst/demo-app/app.R b/inst/demo-app/app.R index 865482a..d3605ea 100644 --- a/inst/demo-app/app.R +++ b/inst/demo-app/app.R @@ -31,7 +31,7 @@ ui <- bslib::page_fluid( value = 5 ), shiny::HTML(markdown::markdownToHTML(fragment.only = TRUE, - "This is a demo app of the outputs from the `GitAI` open-source framework.The `GitAI` allows to extract knowledge from GitHub and GitLab repositories with the use of AI/LLM (Large Language Models) on scale and with minimum costs.\n\nThe results you see in the chatbot are from processing **800+** repositories in mulitple public GitHub organizations: `r-world-devs`, `openpharma`, `pharmaverse`, `tidymodels`, `r-lib`, `rstudio`, `tidyverse`, `insightsengineering`. In the repositories we are scanning the following files: `DESCRIPTION`, `*.md`, and `*.Rmd` files, so it includes files like `README.md` or R package vignettes.\n\nFor this demo we use simple and cheap LLM `gpt-4o-mini` from OpenAI. As embedings we use `multilingual-e5-large` embedding model from Pinecone as well as its vector database with 1024 dimensions. The overall one-time cost of processing all 800+ repositories is **less then $1** with this setup (yes, one USD!). \nEven more impressive results can be achieved with more powerful LLMs, and higher-dimensional embeddings.\n See more: [GitAI](https://github.com/r-world-devs/GitAI)\n\nTry to chat with the chatbot to find and reuse tools for your specific needs, for example, you can ask:\n`I need to filter datasets and build cohorts interactively in a shiny dashboard. What dashboarding component could I use?`" + "This is a demo app of the outputs from the `GitAI` open-source framework.The `GitAI` allows to extract knowledge from GitHub and GitLab repositories with the use of AI/LLM (Large Language Models) on scale and with minimum costs.\n\nThe results you see in the chatbot are from processing **800+** repositories in multiple public GitHub organizations: `r-world-devs`, `openpharma`, `pharmaverse`, `tidymodels`, `r-lib`, `rstudio`, `tidyverse`, `insightsengineering`. In the repositories we have scanned the following files types: `DESCRIPTION`, `*.md`, and `*.Rmd`, so it includes files like `README.md` or R package vignettes.\n\nFor this demo we have used simple and cheap LLM `gpt-4o-mini` from OpenAI. As embedings we use `multilingual-e5-large` embedding model from Pinecone as well as its vector database with 1024 dimensions. The overall one-time cost of processing all 800+ repositories is **less then $1** with this setup (yes, one USD!). \nEven more impressive results can be achieved with more powerful LLMs, and higher-dimensional embeddings.\n See more: [GitAI](https://github.com/r-world-devs/GitAI)\n\nTry to chat with the chatbot to find and reuse tools for your specific needs, for example, you can ask:\n\n`I need to filter datasets and build cohorts interactively in a shiny dashboard. What dashboarding component could I use?`" )), chat_ui("chat") From 1038bc3291f883b2cb8be5e797ba4754f751ea63 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Thu, 13 Feb 2025 16:36:37 +0100 Subject: [PATCH 08/24] adding vignette --- .gitignore | 1 + DESCRIPTION | 5 +- vignettes/.gitignore | 4 + vignettes/building-shiny-app-chatbot.Rmd | 244 +++++++++++++++++++++++ vignettes/demoapp.gif | Bin 0 -> 684736 bytes 5 files changed, 253 insertions(+), 1 deletion(-) create mode 100644 vignettes/.gitignore create mode 100644 vignettes/building-shiny-app-chatbot.Rmd create mode 100644 vignettes/demoapp.gif diff --git a/.gitignore b/.gitignore index c4a40fe..aa3bb8a 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,4 @@ inst/demo-app/rsconnect/ /.quarto/ README.html +inst/doc diff --git a/DESCRIPTION b/DESCRIPTION index 5a03af0..0815f21 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -28,5 +28,8 @@ Imports: Suggests: testthat (>= 3.0.0), shiny, - withr + withr, + knitr, + rmarkdown Config/testthat/edition: 3 +VignetteBuilder: knitr diff --git a/vignettes/.gitignore b/vignettes/.gitignore new file mode 100644 index 0000000..9e2bd63 --- /dev/null +++ b/vignettes/.gitignore @@ -0,0 +1,4 @@ +*.html +*.R + +/.quarto/ diff --git a/vignettes/building-shiny-app-chatbot.Rmd b/vignettes/building-shiny-app-chatbot.Rmd new file mode 100644 index 0000000..67af567 --- /dev/null +++ b/vignettes/building-shiny-app-chatbot.Rmd @@ -0,0 +1,244 @@ +--- +title: "Building simple Shiny app with a chatbot" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Building simple Shiny app with a chatbot} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +## Demo App Specs + +In this vignette we show how to build a simple Shiny app with a chatbot, like +this one: [GitAI-demo](https://kalimu.shinyapps.io/GitAI-demo/) + +![](demoapp.gif) + +As you can see, the demo app has a chatbot that answers are based on +the results from processed content of multiple git repositories. + +To build this app: + +* We scanned 800+ repositories in multiple public GitHub organizations: `r-world-devs`, `openpharma`, `pharmaverse`, `tidymodels`, `r-lib`, `rstudio`, `tidyverse`, `insightsengineering`. +* In the repositories we have scanned the following files types: `DESCRIPTION`, `*.md`, and `*.Rmd`, so it includes files like `README.md` or R package vignettes. +* We have used simple and cheap LLM `gpt-4o-mini` from OpenAI. +* For embeddings we use `multilingual-e5-large` embedding model from Pinecone as well as its vector database with 1024 dimensions. + +The overall one-time cost of processing all 800+ repositories is **less then $1** with this setup (yes, one USD!). Even more impressive results can be achieved with more powerful LLMs, and higher-dimensional embeddings. + +### Processing Git repositories with LLM + +```{r setup} +#| eval: false +library(GitAI) +``` + +First, we need to set up a `GitAI` project which we call `my_project`. +We also setting up a `Pinecone` database and default provided of LLM which is `openai` with its `gpt-4o-mini` model. + +```{r} +#| eval: false +my_project <- initialize_project("gitai-demo") |> + set_database( + provider = "Pinecone", + index = "gitai" + ) |> + set_llm(seed = 1014, api_args = list(temperature = 0)) +``` + +Next, we need to provide a list of repositories or groups of repositories that we want to scan. We also define the files types that we want to process within each repository (if present). + +```{r} +#| eval: false +my_project <- my_project |> + set_github_repos( + repos = c( + "r-world-devs/GitStats", + "r-world-devs/GitAI", + "r-world-devs/cohortBuilder", + "r-world-devs/shinyCohortBuilder", + "r-world-devs/shinyQueryBuilder", + "r-world-devs/queryBuilder", + "r-world-devs/shinyGizmo", + "r-world-devs/shinyTimelines", + "openpharma/DataFakeR" + ), + orgs = c( + "insightsengineering", + "openpharma", + "pharmaverse", + "tidymodels", + "r-lib", + "rstudio", + "tidyverse" + ) + ) |> + add_files(c( + "DESCRIPTION", + "*.md", + "*.Rmd" + )) +``` + +Next we need to define a prompt for the LLM. This might be improved +in multiple iterations to get the best possible results. + +```{r} +#| eval: false +my_project <- my_project |> + set_prompt(r"( + Write up to ten paragraphs of summary for a project based on given input. + Be precise and to the point in your answers. + Mention core functionality and all main features of the project. + If available, mention brifly the technology used in the project + (like R, Python, etc). + If available, mention brifly if a project is an R package, shiny app, + or other type of tool. + )") +``` + +Next step is optional, and hopefully won't be needed in the future. +What it does it changes the default `chat_perform_value` function in the `ellmer` package to make it more robust for the LLM provider API errors. +If you don't get any timeout errors, you can safely ignore this step. + +```{r} +#| eval: false +ellmer:::chat_perform_value +custom_function <- function(provider, req) { + + req <- req |> + httr2::req_timeout(60 * 10) |> + httr2::req_retry( + max_tries = 10, + retry_on_failure = TRUE + ) + + req|> + httr2::req_perform() |> + httr2::resp_body_json() +} +unlockBinding("chat_perform_value", asNamespace("ellmer")) +assign("chat_perform_value", custom_function, envir = asNamespace("ellmer")) +lockBinding("chat_perform_value", asNamespace("ellmer")) +``` + +Now you can process the repositories with a single function call. +As we defined vector database, the result will be written to it. + +In case of error you can just repeat the function call. +If the repository content hasn't changed, and the results are already +in the database, the function will skip processing the repository and +move to the next one. + +```{r} +#| eval: false +results <- process_repos(my_project) +``` + +## Semantic search queries + +Once the repositories are processed and stored in a vector database, +we can use semantic search queries to find the results. + +As you can see for that we need to define only our project, database, and LLM. + +```{r} +library(GitAI) +my_project <- initialize_project("gitai-demo") |> + set_database( + provider = "Pinecone", + index = "gitai" + ) |> + set_llm(seed = 1014, api_args = list(temperature = 0)) + +my_project |> + find_records( + "How can I create fake data based on SQL tables?", + top_k = 1 + ) |> + purrr::walk(~ cat( + .x$metadata$text |> + stringr::str_sub(end = 1000) |> + stringr::str_wrap(width = 80) |> + paste0("...") + )) +``` + +## Shiny chatbot with RAG + +Now it's time for building our shiny app. + +The app will use `shinychat` for a chatbot and `ellmer` for +answering user questions. +But before providing the answer to the user, +the prompt will be augmented with top k results from semantic search. + +```{r} +#| eval: false +library(shiny) +library(shinychat) +library(GitAI) + +gitai <- initialize_project("gitai-demo") |> + set_database(index = "gitai") |> + set_llm(seed = 1014, api_args = list(temperature = 0)) |> + set_prompt(r"( + As a helpful assistant, answer user question + using only the provided input. + Use only provided with the query known input + that is most relevent to the user's query. + Do not use any other information + apart from the input provided with the query. + Be concise but provide all important information. + Also awalys provide link to mentioned git repositories + with visible full URL for example: https://github.com/some_repository. + Do not mask it with any other text. + )") + +ui <- bslib::page_fluid( + bslib::layout_sidebar( + sidebar = shiny::sliderInput( + "top_k", + "Use top K results", + step = 1, + min = 1, + max = 10, + value = 5 + ), + + chat_ui("chat") + ) +) + +server <- function(input, output, session) { + + user_chatbot <- gitai$llm$clone() + + shiny::observeEvent(input$chat_user_input, { + + query <- input$chat_user_input + + stream <- user_chatbot$stream_async( + paste( + "User query:", query, "\n\n", + "Known input provided for the answer:\n\n", + gitai$db$find_records(query = query, top_k = input$top_k) + ) + ) + chat_append("chat", stream) + }) +} + +shinyApp(ui, server) +``` + + + + diff --git a/vignettes/demoapp.gif b/vignettes/demoapp.gif new file mode 100644 index 0000000000000000000000000000000000000000..a2a19015ed4824e417ee78c7f56772c325324e39 GIT binary patch literal 684736 zcmeFYXH*njx9?lsO+ypyCTE%^BOpm6s5ChvNhGM`C?X&^Xp?hNK$7GPA~}jQIVVA~ zBoPoK=X`m5-+j(L_wKXDJ@@mi4_%{rRIRGDYR*nbKyUa0YI;jY*FSm zY1T!hb{k(Ec!r!`&byaxdv9N3GaM9oXrsGxoOloZqSQR{uP+ee&ha(DwN?#@Ek3ATTI6Bs45MA~GsECidO?xcGz*iAl*R zsUOqQGcvQXb8_?Y3kr*hOFor;E-SC7tg5c5t*dWn{L=Kb8Qap@*51+C)!ozE*FP{g zG(7TcbnN^1#N^cU%S_Rj9!{=wnV@yY4g`NiecH2@)? zS1ikD@rTXC6D}ZUVITyhtg#|Cvm^X5EFzp*3R{bZAiyaIDbMNQ!s))2bI0;x{QwTL z-iReqOA#kVtM%C=S&X6`0<}Z0T&1Y-0u(^`tk+rY8<>!iJh8xUUD!#j(l$3{?}s9} zWcCBSnAgSnX(TImg_(^(D%QF~z40^|X#=E6nWw3J$L0oJFI31m`*`f<+ZGs?y;M-2 zE1|3il`YDakN(Yn;@%<4ut|^sE)+ohfc9W{v>m2L>Fe=q8G!)bCUm&x>`MhFB0>+G z>ppWO#@Dg?SXu*{9w6wJN9=WgfJQHs4;J>%+9uPv;F4~Q0sdQk1Yayk-n4^ab4(s` 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<74212933+maciekbanas@users.noreply.github.com> --- README.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.Rmd b/README.Rmd index 3cfffa1..4ed3f7c 100644 --- a/README.Rmd +++ b/README.Rmd @@ -29,7 +29,7 @@ platforms (like `GitHub` and `GitLab`). It is very difficult or even impossible to review all those repositories manually, especially if one needs to perform an exploratory search, -not knowing the exact keywords that should be use. +not knowing the exact keywords that should be used. Because of that the reusability of the knowledge (and code) hidden in the repositories is a constant challenge. From 7cce5bd33973a12a8dbc3407a70cec39d1555f74 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Fri, 14 Feb 2025 09:25:01 +0100 Subject: [PATCH 10/24] Update README.Rmd MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Maciej Banaś <74212933+maciekbanas@users.noreply.github.com> --- README.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.Rmd b/README.Rmd index 4ed3f7c..bbdd3c9 100644 --- a/README.Rmd +++ b/README.Rmd @@ -39,7 +39,7 @@ repositories is a constant challenge. We propose the `GitAI` framework written in R. It is applicable to multiple use cases related to extracting knowledge from Git repositories. -At the same time, is IT infrastructure agnostic. It is design to work with +At the same time, is IT infrastructure agnostic. It is designed to work with different backends, LLMs, embeddings models, and vector databases. Adapting to particular backends may need implementation of new classes, but the core functionality stays the same. From 4d0000f607a73901c94c0641158f07bb26daad72 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Fri, 14 Feb 2025 09:25:20 +0100 Subject: [PATCH 11/24] Update README.Rmd MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Maciej Banaś <74212933+maciekbanas@users.noreply.github.com> --- README.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.Rmd b/README.Rmd index bbdd3c9..eb1827e 100644 --- a/README.Rmd +++ b/README.Rmd @@ -55,7 +55,7 @@ Typical `GitAI` workflow looks like that: 1. Define the LLM prompts. 1. (Optional) Choose embedding model and vector database provider. 1. Process content of all repositories with a single function call. - 1. (Optional) If vector database is setup the results will be stored there. + 1. (Optional) If vector database is setup, the results will be stored there. 1. Use the information extracted from files content from git repositories. 1. (Optional) If results are stored in vector database, they can be search using *semantic search* or used as a part of a RAG (*Retrieval Augmented Generation*) prompt. From a0ef6554bb3eda4a12abad8e758e4be7c06b817f Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Fri, 14 Feb 2025 09:25:26 +0100 Subject: [PATCH 12/24] Update README.Rmd MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Maciej Banaś <74212933+maciekbanas@users.noreply.github.com> --- README.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.Rmd b/README.Rmd index eb1827e..94b3d9e 100644 --- a/README.Rmd +++ b/README.Rmd @@ -58,7 +58,7 @@ Typical `GitAI` workflow looks like that: 1. (Optional) If vector database is setup, the results will be stored there. 1. Use the information extracted from files content from git repositories. 1. (Optional) If results are stored in vector database, - they can be search using *semantic search* or used as a part of a RAG (*Retrieval Augmented Generation*) prompt. + they can be searched using *semantic search* or used as a part of a RAG (*Retrieval Augmented Generation*) prompt. ## Installation From 9bfed28adb1b910c4ba4ea5a64f9cf4b9d17d098 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Fri, 14 Feb 2025 09:25:33 +0100 Subject: [PATCH 13/24] Update devel/deploy_demo.R MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Maciej Banaś <74212933+maciekbanas@users.noreply.github.com> --- devel/deploy_demo.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/devel/deploy_demo.R b/devel/deploy_demo.R index 1a72226..60080da 100644 --- a/devel/deploy_demo.R +++ b/devel/deploy_demo.R @@ -45,7 +45,7 @@ my_project <- my_project |> Write up to ten paragraphs of summary for a project based on given input. Be precise and to the point in your answers. Mention core functionality and all main features of the project. - If available, mention brifly the technology used in the project + If available, mention briefly the technology used in the project (like R, Python, etc). If available, mention brifly if a project is an R package, shiny app, or other type of tool. From 2d5458915baca58efa5dd83af0e44013a27c53b8 Mon Sep 17 00:00:00 2001 From: Kamil Wais Date: Fri, 14 Feb 2025 09:25:40 +0100 Subject: [PATCH 14/24] Update devel/deploy_demo.R MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Maciej Banaś <74212933+maciekbanas@users.noreply.github.com> --- devel/deploy_demo.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/devel/deploy_demo.R b/devel/deploy_demo.R index 60080da..94fa759 100644 --- a/devel/deploy_demo.R +++ b/devel/deploy_demo.R @@ -47,7 +47,7 @@ my_project <- my_project |> Mention core functionality and all main features of the project. If available, mention briefly the technology used in the project (like R, Python, etc). - If available, mention brifly if a project is an R package, shiny app, + If available, mention briefly if a project is an R package, shiny app, or other type of tool. )") From c575c5e1601d69c4a8cb12549eba9445564a41f4 Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:16:21 +0000 Subject: [PATCH 15/24] Update dependencies. --- DESCRIPTION | 3 +- renv.lock | 91 ++++++++++++++++++++--------------------------------- 2 files changed, 36 insertions(+), 58 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 0815f21..fe65c7e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -16,7 +16,7 @@ Depends: Imports: cli (>= 3.4.0), ellmer, - GitStats, + GitStats (>= 2.2.0), httr2, lubridate, R6, @@ -28,6 +28,7 @@ Imports: Suggests: testthat (>= 3.0.0), shiny, + shinychat, withr, knitr, rmarkdown diff --git a/renv.lock b/renv.lock index b34ade7..7f5b3d9 100644 --- a/renv.lock +++ b/renv.lock @@ -1,6 +1,6 @@ { "R": { - "Version": "4.4.2", + "Version": "4.4.1", "Repositories": [ { "Name": "CRAN", @@ -11,15 +11,11 @@ "Packages": { "GitStats": { "Package": "GitStats", - "Version": "2.2.1", - "Source": "GitHub", - "RemoteType": "github", - "RemoteHost": "api.github.com", - "RemoteRepo": "GitStats", - "RemoteUsername": "r-world-devs", - "RemotePkgRef": "r-world-devs/GitStats", - "RemoteSha": "7aaa0a4623a3f3b1162627261397c18c525440d4", + "Version": "2.2.2", + "Source": "Repository", + "Repository": "CRAN", "Requirements": [ + "R", "R6", "cli", "dplyr", @@ -31,7 +27,7 @@ "rlang", "stringr" ], - "Hash": "c9ac163b8dc8ebf724eb9a0ce565b884" + "Hash": "9c9d247bf9150bc750d9c2e0502ff10e" }, "PKI": { "Package": "PKI", @@ -46,13 +42,13 @@ }, "R6": { "Package": "R6", - "Version": "2.5.1", + "Version": "2.6.0", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R" ], - "Hash": "470851b6d5d0ac559e9d01bb352b4021" + "Hash": "245934b1f739076a00b61ee7d9cd5233" }, "Rcpp": { "Package": "Rcpp", @@ -154,14 +150,14 @@ }, "cli": { "Package": "cli", - "Version": "3.6.3", + "Version": "3.6.4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "b21916dd77a27642b447374a5d30ecf3" + "Hash": "491c34d3d9dd0d2fe13d9f278bb90795" }, "commonmark": { "Package": "commonmark", @@ -298,13 +294,8 @@ "ellmer": { "Package": "ellmer", "Version": "0.1.1", - "Source": "GitHub", - "RemoteType": "github", - "RemoteHost": "api.github.com", - "RemoteRepo": "ellmer", - "RemoteUsername": "tidyverse", - "RemotePkgRef": "tidyverse/ellmer", - "RemoteSha": "3e308215eb3d3a9070beb2a9bd3a4a8f6d19d74b", + "Source": "Repository", + "Repository": "CRAN", "Requirements": [ "R6", "S7", @@ -318,7 +309,7 @@ "promises", "rlang" ], - "Hash": "aac4119c1d099825cd76fff27752de8a" + "Hash": "754d3a8cbb25b05be2058892f579422f" }, "evaluate": { "Package": "evaluate", @@ -495,19 +486,14 @@ }, "later": { "Package": "later", - "Version": "1.4.1.9000", - "Source": "GitHub", - "RemoteType": "github", - "RemoteHost": "api.github.com", - "RemoteRepo": "later", - "RemoteUsername": "r-lib", - "RemotePkgRef": "r-lib/later", - "RemoteSha": "82d9609217fdddb601b1569891f9fcece62a78be", + "Version": "1.4.1", + "Source": "Repository", + "Repository": "CRAN", "Requirements": [ "Rcpp", "rlang" ], - "Hash": "9d26a747e03dde9eb9168c9f0b61ea9e" + "Hash": "501744395cac0bab0fbcfab9375ae92c" }, "lifecycle": { "Package": "lifecycle", @@ -524,7 +510,7 @@ }, "lubridate": { "Package": "lubridate", - "Version": "1.9.3", + "Version": "1.9.4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -533,7 +519,7 @@ "methods", "timechange" ], - "Hash": "680ad542fbcf801442c83a6ac5a2126c" + "Hash": "be38bc740fc51783a78edb5a157e4104" }, "magrittr": { "Package": "magrittr", @@ -744,7 +730,7 @@ }, "purrr": { "Package": "purrr", - "Version": "1.0.2", + "Version": "1.0.4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -755,7 +741,7 @@ "rlang", "vctrs" ], - "Hash": "1cba04a4e9414bdefc9dcaa99649a8dc" + "Hash": "cc8b5d43f90551fa6df0a6be5d640a4f" }, "ragg": { "Package": "ragg", @@ -790,14 +776,14 @@ }, "rlang": { "Package": "rlang", - "Version": "1.1.4", + "Version": "1.1.5", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "3eec01f8b1dee337674b2e34ab1f9bc1" + "Hash": "724dcc1490cd7071ee75ca2994a5446e" }, "rmarkdown": { "Package": "rmarkdown", @@ -834,7 +820,7 @@ }, "rsconnect": { "Package": "rsconnect", - "Version": "1.3.3", + "Version": "1.3.4", "Source": "Repository", "Repository": "CRAN", "Requirements": [ @@ -853,7 +839,7 @@ "tools", "yaml" ], - "Hash": "d466c98fdce812325feb4ad406c6ca4b" + "Hash": "315454d2f50d117ef58691d0bf50fe63" }, "rstudioapi": { "Package": "rstudioapi", @@ -878,14 +864,9 @@ }, "shiny": { "Package": "shiny", - "Version": "1.9.1.9000", - "Source": "GitHub", - "RemoteType": "github", - "RemoteHost": "api.github.com", - "RemoteRepo": "shiny", - "RemoteUsername": "rstudio", - "RemotePkgRef": "rstudio/shiny", - "RemoteSha": "82c678a1ebe3cba8cf16a43ab72b10098e7fe15e", + "Version": "1.10.0", + "Source": "Repository", + "Repository": "CRAN", "Requirements": [ "R", "R6", @@ -912,26 +893,22 @@ "withr", "xtable" ], - "Hash": "7fdb86b4ea381a95b4de6af78bd54013" + "Hash": "4b4477baa9a939c5577e5ddb4bf01f28" }, "shinychat": { "Package": "shinychat", - "Version": "0.0.0.9000", - "Source": "GitHub", - "RemoteType": "github", - "RemoteHost": "api.github.com", - "RemoteRepo": "shinychat", - "RemoteUsername": "jcheng5", - "RemotePkgRef": "jcheng5/shinychat", - "RemoteSha": "cc5221123c42137405c921bf1711c2de1e0408a1", + "Version": "0.1.1", + "Source": "Repository", + "Repository": "CRAN", "Requirements": [ "bslib", "coro", "htmltools", + "promises", "rlang", "shiny" ], - "Hash": "28f7043bddc31de69806c8682d002cda" + "Hash": "91710277289f23fa91f7f2c257d94996" }, "sourcetools": { "Package": "sourcetools", From 7eb69faef55a4bb1850e5085eae2b9562f639fba Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:16:30 +0000 Subject: [PATCH 16/24] Add tag. --- project_metadata.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/project_metadata.yaml b/project_metadata.yaml index 35c6c9a..4bb6641 100644 --- a/project_metadata.yaml +++ b/project_metadata.yaml @@ -15,4 +15,5 @@ Tags: - GitLab - repositories - opensource +- CRAN Include: yes From ea80943db338555a615d0b0c66eec2493b50528c Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:16:48 +0000 Subject: [PATCH 17/24] Knit README after changes from review. --- README.md | 27 +++++++++++++-------------- 1 file changed, 13 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index 106f9ab..539be4e 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ different platforms (like `GitHub` and `GitLab`). It is very difficult or even impossible to review all those repositories manually, especially if one needs to perform an exploratory search, not -knowing the exact keywords that should be use. +knowing the exact keywords that should be used. Because of that the reusability of the knowledge (and code) hidden in the repositories is a constant challenge. @@ -31,7 +31,7 @@ We propose the `GitAI` framework written in R. It is applicable to multiple use cases related to extracting knowledge from Git repositories. At the same time, is IT infrastructure agnostic. -It is design to work with different backends, LLMs, embeddings models, +It is designed to work with different backends, LLMs, embeddings models, and vector databases. Adapting to particular backends may need implementation of new classes, but the core functionality stays the same. @@ -47,12 +47,12 @@ Typical `GitAI` workflow looks like that: 4. Define the LLM prompts. 5. (Optional) Choose embedding model and vector database provider. 2. Process content of all repositories with a single function call. - 1. (Optional) If vector database is setup the results will be + 1. (Optional) If vector database is setup, the results will be stored there. 3. Use the information extracted from files content from git repositories. 1. (Optional) If results are stored in vector database, they can be - search using *semantic search* or used as a part of a RAG + searched using *semantic search* or used as a part of a RAG (*Retrieval Augmented Generation*) prompt. ## Installation @@ -99,19 +99,18 @@ results <- process_repos(my_project) purrr::walk(results, function(result) { result$text |> stringr::str_wrap(width = 80) |> cat("\n\n") }) -#> GitStats is an R package that allows users to systematically retrieve and -#> analyze data from GitHub and GitLab repositories, including repository details, -#> commit statistics, user contributions, release logs, file contents, and R -#> package usage, all formatted in a unified manner. +#> GitStats is an experimental R package that facilitates the extraction +#> and analysis of git data from GitHub and GitLab, providing insights into +#> repositories, commits, users, and R package usage in a structured format. #> #> GitAI is an R package that leverages AI and Large Language Models to extract -#> and summarize insights from GitHub or GitLab repositories, enabling users to -#> efficiently set project scopes, select relevant files, and process repository -#> content in a tidyverse-friendly manner. +#> insights from GitHub or GitLab repositories, allowing users to define project +#> scopes, select relevant content, and process repositories efficiently in a +#> tidyverse-compliant manner. #> -#> DataFakeR is an R package that enables users to generate synthetic data samples -#> while maintaining predefined structural and relational attributes of the -#> original data, facilitating experimental data simulation and testing. +#> DataFakeR is an R package that enables users to generate synthetic datasets +#> while maintaining specified assumptions about the original data structure, +#> facilitating data simulation for testing and analysis. ``` ## See also From fc35f625c8444759c6007d68a8c1e0ccb05add9f Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:17:13 +0000 Subject: [PATCH 18/24] Update docs. --- man/GitAI-package.Rd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/man/GitAI-package.Rd b/man/GitAI-package.Rd index 873b1a0..9d761cc 100644 --- a/man/GitAI-package.Rd +++ b/man/GitAI-package.Rd @@ -8,7 +8,7 @@ \description{ \if{html}{\figure{logo.png}{options: style='float: right' alt='logo' width='120'}} -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. +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. } \author{ \strong{Maintainer}: Kamil Wais \email{kamil.wais@gmail.com} From 20bb53ca57f075b0fa85b6899a81e7950ece34ed Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:29:44 +0000 Subject: [PATCH 19/24] Remove commented test. --- tests/testthat/test-set_llm.R | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/tests/testthat/test-set_llm.R b/tests/testthat/test-set_llm.R index c430399..a35ceff 100644 --- a/tests/testthat/test-set_llm.R +++ b/tests/testthat/test-set_llm.R @@ -49,12 +49,7 @@ test_that("setting LLM with non-default provider ", { chat_bedrock = chat_bedrock_mocked, .package = "ellmer" ) - - # my_project <- my_project |> set_llm(provider = "bedrock") - # expect_in( - # "ellmer::ProviderBedrock", - # class(my_project$llm$.__enclos_env__$private$provider) - # ) + }) test_that("setting LLM with non-existing provider ", { From c6aeacc70b693950cdc55beff76785e64f6bbb02 Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 10:56:24 +0000 Subject: [PATCH 20/24] Update pillar in renv. --- renv.lock | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/renv.lock b/renv.lock index 7f5b3d9..c9e6fea 100644 --- a/renv.lock +++ b/renv.lock @@ -589,12 +589,11 @@ }, "pillar": { "Package": "pillar", - "Version": "1.9.0", + "Version": "1.10.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "cli", - "fansi", "glue", "lifecycle", "rlang", @@ -602,7 +601,7 @@ "utils", "vctrs" ], - "Hash": "15da5a8412f317beeee6175fbc76f4bb" + "Hash": "8b16b6097daef84cd3c40a6a7c5c9d86" }, "pkgbuild": { "Package": "pkgbuild", From e891f3888c7ba9ffa5025cffc55fe63d4bb223ae Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Fri, 14 Feb 2025 11:16:59 +0000 Subject: [PATCH 21/24] Downgrade cli to earlier version, as there are some problems with installing 3.6.4 from CRAN (yesterday released). --- renv.lock | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/renv.lock b/renv.lock index c9e6fea..1709a38 100644 --- a/renv.lock +++ b/renv.lock @@ -150,14 +150,14 @@ }, "cli": { "Package": "cli", - "Version": "3.6.4", + "Version": "3.6.1", "Source": "Repository", "Repository": "CRAN", "Requirements": [ "R", "utils" ], - "Hash": "491c34d3d9dd0d2fe13d9f278bb90795" + "Hash": "89e6d8219950eac806ae0c489052048a" }, "commonmark": { "Package": "commonmark", From 24797e5b504c264c01860877ac4c69fd53b324ff Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Mon, 17 Feb 2025 11:14:28 +0000 Subject: [PATCH 22/24] Mock the response from Pinecone in vignettes. --- vignettes/building-shiny-app-chatbot.Rmd | 17 +++++++++++++++-- 1 file changed, 15 insertions(+), 2 deletions(-) diff --git a/vignettes/building-shiny-app-chatbot.Rmd b/vignettes/building-shiny-app-chatbot.Rmd index 67af567..f21d2b7 100644 --- a/vignettes/building-shiny-app-chatbot.Rmd +++ b/vignettes/building-shiny-app-chatbot.Rmd @@ -16,7 +16,7 @@ knitr::opts_chunk$set( ## Demo App Specs -In this vignette we show how to build a simple Shiny app with a chatbot, like +In this vignette we show how to build a simple Shiny app with a chat bot, like this one: [GitAI-demo](https://kalimu.shinyapps.io/GitAI-demo/) ![](demoapp.gif) @@ -150,7 +150,7 @@ we can use semantic search queries to find the results. As you can see for that we need to define only our project, database, and LLM. ```{r} -library(GitAI) +#| eval: false my_project <- initialize_project("gitai-demo") |> set_database( provider = "Pinecone", @@ -169,6 +169,19 @@ my_project |> stringr::str_wrap(width = 80) |> paste0("...") )) +#> DataFakeR is an R package designed to generate fake data for relational +#> databases while preserving the structure and constraints of the original data. +#> The package is particularly useful for developers and data scientists who need +#> to create realistic datasets for testing, development, or demonstration purposes +#> without exposing sensitive information. The current version, 0.1.3, includes +#> several enhancements and bug fixes, making it a robust tool for data simulation. +#> The core functionality of DataFakeR revolves around its ability to read a +#> schema description in YAML format, which defines the structure of the database +#> tables, including columns, data types, constraints, and relationships. Users can +#> source this schema from an existing database or define it manually. The package +#> supports various data types, including character, numeric, integer, logical, +#> and date, allowing for a wide range of data generation scenarios. One of the +#> standout features of DataFakeR is its support for determinist... ``` ## Shiny chatbot with RAG From 2930dbc273382b7b7d0551700376d1392b7e95b4 Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Mon, 17 Feb 2025 11:26:03 +0000 Subject: [PATCH 23/24] Fix lint issues. --- vignettes/building-shiny-app-chatbot.Rmd | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/vignettes/building-shiny-app-chatbot.Rmd b/vignettes/building-shiny-app-chatbot.Rmd index f21d2b7..2aa4bdb 100644 --- a/vignettes/building-shiny-app-chatbot.Rmd +++ b/vignettes/building-shiny-app-chatbot.Rmd @@ -120,7 +120,7 @@ custom_function <- function(provider, req) { retry_on_failure = TRUE ) - req|> + req |> httr2::req_perform() |> httr2::resp_body_json() } @@ -163,12 +163,12 @@ my_project |> "How can I create fake data based on SQL tables?", top_k = 1 ) |> - purrr::walk(~ cat( - .x$metadata$text |> - stringr::str_sub(end = 1000) |> - stringr::str_wrap(width = 80) |> - paste0("...") - )) + purrr::walk(~ cat( + .x$metadata$text |> + stringr::str_sub(end = 1000) |> + stringr::str_wrap(width = 80) |> + paste0("...") + )) #> DataFakeR is an R package designed to generate fake data for relational #> databases while preserving the structure and constraints of the original data. #> The package is particularly useful for developers and data scientists who need From 8c35f5147bc0d65fbd7ae48ecf9f19aead34f0e7 Mon Sep 17 00:00:00 2001 From: Maciej Banas Date: Mon, 17 Feb 2025 12:51:32 +0000 Subject: [PATCH 24/24] Fix lint. --- R/Pinecone.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/Pinecone.R b/R/Pinecone.R index 05ed1b9..e926cf5 100644 --- a/R/Pinecone.R +++ b/R/Pinecone.R @@ -147,7 +147,7 @@ Pinecone <- R6::R6Class( has_next_page <- "pagination" %in% names(response_body) } - return(record_ids) + record_ids }, purge_records = function(ids) {

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