Package: tidyllm 0.5.0

Eduard Brüll

tidyllm: Tidy Integration of Large Language Models

A tidy interface for integrating large language model (LLM) APIs such as 'Claude', 'OpenAI', 'Gemini', 'Mistral', and local models via 'Ollama' into R workflows. The package supports text, image, audio, video, and document interactions; a unified media interface for attaching inline files or uploading to provider file stores; batch request APIs for cost-efficient large-scale processing; and a pipeline-oriented interface for seamless integration into data workflows. Web services are available at <https://www.anthropic.com>, <https://openai.com>, <https://aistudio.google.com/>, <https://mistral.ai/> and <https://ollama.com>.

Authors:Eduard Brüll [aut, cre], Jia Zhang [ctb]

tidyllm_0.5.0.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tidyllm/json (API)

# Install 'tidyllm' in R:

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

Bug tracker:https://github.com/edubruell/tidyllm/issues

Pkgdown/docs site:https://edubruell.github.io

On CRAN:

8.12 score 87 stars 91 scripts 750 downloads 139 exports 32 dependencies

Last updated from:15b6a0216e. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	163
source / vignettes	OK	219
linux-release-x86_64	OK	173
macos-release-arm64	OK	141
macos-oldrel-arm64	OK	190
windows-devel	OK	121
windows-release	OK	117
windows-oldrel	OK	114
wasm-release	OK	161

Exports:audio_file azure_openai azure_openai_chat azure_openai_embedding cancel_openai_batch chat chat_completions chat_completions_chat chat_ellmer chatgpt check_azure_openai_batch check_batch check_claude_batch check_gemini_batch check_groq_batch check_job check_mistral_batch check_openai_batch claude claude_chat claude_delete_file claude_file_metadata claude_list_files claude_list_models claude_upload_file claude_websearch deep_research deepseek deepseek_chat delete_file df_llm_message ellmer ellmer_tool embed fetch_azure_openai_batch fetch_batch fetch_claude_batch fetch_gemini_batch fetch_groq_batch fetch_job fetch_mistral_batch fetch_openai_batch field_chr field_dbl field_fct field_lgl field_object file_info gemini gemini_chat gemini_delete_file gemini_embedding gemini_file_metadata gemini_list_files gemini_list_models gemini_upload_file get_logprobs get_metadata get_reply get_reply_data get_user_message groq groq_chat groq_list_models groq_transcribe img last_metadata last_reply last_reply_data last_user_message list_azure_openai_batches list_batches list_claude_batches list_files list_gemini_batches list_groq_batches list_hf_gguf_files list_mistral_batches list_models list_openai_batches llamacpp llamacpp_chat llamacpp_delete_model llamacpp_download_model llamacpp_embedding llamacpp_health llamacpp_list_local_models llamacpp_list_models llamacpp_rerank llm_message LLMMessage mistral mistral_chat mistral_embedding mistral_list_models ollama ollama_chat ollama_delete_model ollama_download_model ollama_embedding ollama_list_models openai openai_chat openai_check_research openai_code_interpreter openai_deep_research openai_embedding openai_fetch_research openai_list_models openai_websearch openrouter openrouter_chat openrouter_credits openrouter_embedding openrouter_generation openrouter_list_models pdf_file pdf_page_batch perplexity perplexity_chat perplexity_check_research perplexity_deep_research perplexity_fetch_research rate_limit_info send_azure_openai_batch send_batch send_claude_batch send_gemini_batch send_groq_batch send_mistral_batch send_ollama_batch send_openai_batch tidyllm_schema tidyllm_tool upload_file video_file voyage voyage_embedding voyage_rerank

Dependencies:askpass base64enc cli cpp11 curl generics glue httr2 jsonlite lifecycle lubridate magrittr openssl pdftools pillar pkgconfig png purrr qpdf R6 rappdirs Rcpp rlang S7 stringi stringr sys tibble timechange utf8 vctrs withr

Get Started

Rendered fromtidyllm.Rmdusingknitr::rmarkdown

Last update: 2026-04-23
Started: 2024-10-16

Help page	Topics
Create an Audio Object	audio_file
Azure OpenAI Endpoint Provider Function	azure_openai
Send LLM Messages to an Azure OpenAI Chat Completions endpoint	azure_openai_chat
Generate Embeddings Using OpenAI API on Azure	azure_openai_embedding
Cancel an In-Progress OpenAI Batch	cancel_openai_batch
Chat with a Language Model	chat
Chat with any OpenAI-Compatible API Endpoint	chat_completions chat_completions_chat
Send LLM Messages to Ellmer Chat Object	chat_ellmer
Check Batch Processing Status for Azure OpenAI Batch API	check_azure_openai_batch
Check Batch Processing Status	check_batch
Check Batch Processing Status for Claude API	check_claude_batch
Check the Status of a Gemini Batch Operation	check_gemini_batch
Check Batch Processing Status for Groq API	check_groq_batch
Check the Status of a Batch or Research Job	check_job
Check Batch Processing Status for Mistral Batch API	check_mistral_batch
Check Batch Processing Status for OpenAI Batch API	check_openai_batch
Provider Function for Claude models on the Anthropic API	claude
Interact with Claude AI models via the Anthropic API	claude_chat
Delete a File from Claude API	claude_delete_file
Retrieve Metadata for a File from Claude API	claude_file_metadata
List Files in Claude API	claude_list_files
List Available Models from the Anthropic Claude API	claude_list_models
Upload a File to Claude API	claude_upload_file
Builtin Claude Web Search Tool	claude_websearch
Run Deep Research via a Provider	deep_research
Deepseek Provider Function	deepseek
Send LLM Messages to the DeepSeek Chat API	deepseek_chat
Delete a File from a Provider's File Store	delete_file
Convert a Data Frame to an LLMMessage Object	df_llm_message
Alias for the Ellmer Provider Function	ellmer
Convert an ellmer Tool to a tidyllm TOOL	ellmer_tool
Generate text embeddings	embed
Fetch Results for an Azure OpenAI Batch	fetch_azure_openai_batch
Fetch Results from a Batch API	fetch_batch
Fetch Results for a Claude Batch	fetch_claude_batch
Fetch Results for a Gemini Batch	fetch_gemini_batch
Fetch Results for a Groq Batch	fetch_groq_batch
Fetch Results from a Batch or Research Job	fetch_job
Fetch Results for an Mistral Batch	fetch_mistral_batch
Fetch Results for an OpenAI Batch	fetch_openai_batch
Define Field Descriptors for JSON Schema	field_chr field_dbl field_fct field_lgl
Define a nested object field	field_object
Get Metadata for a File Stored on a Provider	file_info
Google Gemini Provider Function	gemini
Send LLMMessage to Gemini API	gemini_chat
Delete a File from Gemini API	gemini_delete_file
Generate Embeddings Using the Google Gemini API	gemini_embedding
Retrieve Metadata for a File from Gemini API	gemini_file_metadata
List Files in Gemini API	gemini_list_files
List Available Models from the Google Gemini API	gemini_list_models
Upload a File to Gemini API	gemini_upload_file
Retrieve Log Probabilities from Assistant Replies	get_logprobs
Retrieve Metadata from Assistant Replies	get_metadata last_metadata
Retrieve Assistant Reply as Text	get_reply last_reply
Retrieve Assistant Reply as Structured Data	get_reply_data last_reply_data
Retrieve a User Message by Index	get_user_message last_user_message
Groq API Provider Function	groq
Send LLM Messages to the Groq Chat API	groq_chat
List Available Models from the Groq API	groq_list_models
Transcribe an Audio File Using Groq transcription API	groq_transcribe
Create an Image Object	img
List Azure OpenAI Batch Requests	list_azure_openai_batches
List all Batch Requests on a Batch API	list_batches
List Claude Batch Requests	list_claude_batches
List Files Stored on a Provider	list_files
List Recent Gemini Batch Operations	list_gemini_batches
List Groq Batch Requests	list_groq_batches
List GGUF Files Available in a Hugging Face Repository	list_hf_gguf_files
List Mistral Batch Requests	list_mistral_batches
List Available Models for a Provider	list_models
List OpenAI Batch Requests	list_openai_batches
llama.cpp Provider Function	llamacpp
Send LLM Messages to a llama.cpp Server	llamacpp_chat
Delete a Local GGUF Model File	llamacpp_delete_model
Download a GGUF Model from Hugging Face	llamacpp_download_model
Generate Embeddings Using a llama.cpp Server	llamacpp_embedding
Check Health of the llama.cpp Server	llamacpp_health
List Local GGUF Model Files	llamacpp_list_local_models
List Models Loaded in the llama.cpp Server	llamacpp_list_models
Rerank Documents Using a llama.cpp Server	llamacpp_rerank
Create or Update Large Language Model Message Object	llm_message
Large Language Model Message Class	LLMMessage
Mistral Provider Function	mistral
Send LLMMessage to Mistral API	mistral_chat
Generate Embeddings Using Mistral API	mistral_embedding
List Available Models from the Mistral API	mistral_list_models
Ollama API Provider Function	ollama
Interact with local AI models via the Ollama API	ollama_chat
Delete a model from the Ollama API	ollama_delete_model
Download a model from the Ollama API	ollama_download_model
Generate Embeddings Using Ollama API	ollama_embedding
Retrieve and return model information from the Ollama API	ollama_list_models
OpenAI Provider Function	openai
Send LLM Messages to the OpenAI Responses API	openai_chat
Check the Status of an OpenAI Background Research Job	openai_check_research
OpenAI built-in code interpreter tool (server-executed)	openai_code_interpreter
Submit a Deep Research Request to OpenAI	openai_deep_research
Generate Embeddings Using OpenAI API	openai_embedding
Fetch Results from a Completed OpenAI Deep Research Job	openai_fetch_research
List Available Models from the OpenAI API	openai_list_models
OpenAI built-in web search tool (server-executed)	openai_websearch
OpenRouter Provider Function	openrouter
Send LLM Messages to the OpenRouter Chat API	openrouter_chat
Get OpenRouter Credit Balance	openrouter_credits
Generate Embeddings Using the OpenRouter API	openrouter_embedding
Get Details for an OpenRouter Generation	openrouter_generation
List Available Models on OpenRouter	openrouter_list_models
Create a PDF Object	pdf_file
Batch Process PDF into LLM Messages	pdf_page_batch
Perplexity Provider Function	perplexity
Send LLM Messages to the Perplexity Chat API	perplexity_chat
Check the Status of a Perplexity Deep Research Job	perplexity_check_research
Submit a Deep Research Request to Perplexity	perplexity_deep_research
Fetch Results from a Completed Perplexity Deep Research Job	perplexity_fetch_research
Get the current rate limit information for all or a specific API	rate_limit_info
Send a Batch of Messages to Azure OpenAI Batch API	send_azure_openai_batch
Send a batch of messages to a batch API	send_batch
Send a Batch of Messages to Claude API	send_claude_batch
Submit a list of LLMMessage objects to Gemini's batch API	send_gemini_batch
Send a Batch of Messages to the Groq API	send_groq_batch
Send a Batch of Requests to the Mistral API	send_mistral_batch
Send a Batch of Messages to Ollama API	send_ollama_batch
Send a Batch of Messages to OpenAI Batch API	send_openai_batch
Create a JSON Schema for Structured Outputs	tidyllm_schema
Create a Tool Definition for tidyllm	tidyllm_tool
Upload a File to a Provider's File Store	upload_file
Create a Video Object	video_file
Voyage Provider Function	voyage
Generate Embeddings Using Voyage AI API	voyage_embedding
Rerank Documents Using Voyage AI API	voyage_rerank

Package: tidyllm 0.5.0

tidyllm: Tidy Integration of Large Language Models

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