Tidy Integration of Large Language Models


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Documentation for package ‘tidyllm’ version 0.4.0

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A C D E F G I L M O P R S T V

-- A --

azure_openai Azure OpenAI Endpoint Provider Function
azure_openai_chat Send LLM Messages to an Azure OpenAI Chat Completions endpoint
azure_openai_embedding Generate Embeddings Using OpenAI API on Azure

-- C --

cancel_openai_batch Cancel an In-Progress OpenAI Batch
chat Chat with a Language Model
chat_ellmer Send LLM Messages to Ellmer Chat Object
check_azure_openai_batch Check Batch Processing Status for Azure OpenAI Batch API
check_batch Check Batch Processing Status
check_claude_batch Check Batch Processing Status for Claude API
check_gemini_batch Check the Status of a Gemini Batch Operation
check_groq_batch Check Batch Processing Status for Groq API
check_job Check the Status of a Batch or Research Job
check_mistral_batch Check Batch Processing Status for Mistral Batch API
check_openai_batch Check Batch Processing Status for OpenAI Batch API
claude Provider Function for Claude models on the Anthropic API
claude_chat Interact with Claude AI models via the Anthropic API
claude_delete_file Delete a File from Claude API
claude_file_metadata Retrieve Metadata for a File from Claude API
claude_list_files List Files in Claude API
claude_list_models List Available Models from the Anthropic Claude API
claude_upload_file Upload a File to Claude API
claude_websearch Builtin Claude Web Search Tool

-- D --

deepseek Deepseek Provider Function
deepseek_chat Send LLM Messages to the DeepSeek Chat API
deep_research Run Deep Research via a Provider
df_llm_message Convert a Data Frame to an LLMMessage Object

-- E --

ellmer Alias for the Ellmer Provider Function
ellmer_tool Convert an ellmer Tool to a tidyllm TOOL
embed Generate text embeddings

-- F --

fetch_azure_openai_batch Fetch Results for an Azure OpenAI Batch
fetch_batch Fetch Results from a Batch API
fetch_claude_batch Fetch Results for a Claude Batch
fetch_gemini_batch Fetch Results for a Gemini Batch
fetch_groq_batch Fetch Results for a Groq Batch
fetch_job Fetch Results from a Batch or Research Job
fetch_mistral_batch Fetch Results for an Mistral Batch
fetch_openai_batch Fetch Results for an OpenAI Batch
field_chr Define Field Descriptors for JSON Schema
field_dbl Define Field Descriptors for JSON Schema
field_fct Define Field Descriptors for JSON Schema
field_lgl Define Field Descriptors for JSON Schema
field_object Define a nested object field

-- G --

gemini Google Gemini Provider Function
gemini_chat Send LLMMessage to Gemini API
gemini_delete_file Delete a File from Gemini API
gemini_embedding Generate Embeddings Using the Google Gemini API
gemini_file_metadata Retrieve Metadata for a File from Gemini API
gemini_list_files List Files in Gemini API
gemini_list_models List Available Models from the Google Gemini API
gemini_upload_file Upload a File to Gemini API
get_logprobs Retrieve Log Probabilities from Assistant Replies
get_metadata Retrieve Metadata from Assistant Replies
get_reply Retrieve Assistant Reply as Text
get_reply_data Retrieve Assistant Reply as Structured Data
get_user_message Retrieve a User Message by Index
groq Groq API Provider Function
groq_chat Send LLM Messages to the Groq Chat API
groq_list_models List Available Models from the Groq API
groq_transcribe Transcribe an Audio File Using Groq transcription API

-- I --

img Create an Image Object

-- L --

last_metadata Retrieve Metadata from Assistant Replies
last_reply Retrieve Assistant Reply as Text
last_reply_data Retrieve Assistant Reply as Structured Data
last_user_message Retrieve a User Message by Index
list_azure_openai_batches List Azure OpenAI Batch Requests
list_batches List all Batch Requests on a Batch API
list_claude_batches List Claude Batch Requests
list_gemini_batches List Recent Gemini Batch Operations
list_groq_batches List Groq Batch Requests
list_hf_gguf_files List GGUF Files Available in a Hugging Face Repository
list_mistral_batches List Mistral Batch Requests
list_models List Available Models for a Provider
list_openai_batches List OpenAI Batch Requests
llamacpp llama.cpp Provider Function
llamacpp_chat Send LLM Messages to a llama.cpp Server
llamacpp_delete_model Delete a Local GGUF Model File
llamacpp_download_model Download a GGUF Model from Hugging Face
llamacpp_embedding Generate Embeddings Using a llama.cpp Server
llamacpp_health Check Health of the llama.cpp Server
llamacpp_list_local_models List Local GGUF Model Files
llamacpp_list_models List Models Loaded in the llama.cpp Server
llamacpp_rerank Rerank Documents Using a llama.cpp Server
LLMMessage Large Language Model Message Class
llm_message Create or Update Large Language Model Message Object

-- M --

mistral Mistral Provider Function
mistral_chat Send LLMMessage to Mistral API
mistral_embedding Generate Embeddings Using Mistral API
mistral_list_models List Available Models from the Mistral API

-- O --

ollama Ollama API Provider Function
ollama_chat Interact with local AI models via the Ollama API
ollama_delete_model Delete a model from the Ollama API
ollama_download_model Download a model from the Ollama API
ollama_embedding Generate Embeddings Using Ollama API
ollama_list_models Retrieve and return model information from the Ollama API
openai OpenAI Provider Function
openai_chat Send LLM Messages to the OpenAI Chat Completions API
openai_embedding Generate Embeddings Using OpenAI API
openai_list_models List Available Models from the OpenAI API
openrouter OpenRouter Provider Function
openrouter_chat Send LLM Messages to the OpenRouter Chat API
openrouter_credits Get OpenRouter Credit Balance
openrouter_embedding Generate Embeddings Using the OpenRouter API
openrouter_generation Get Details for an OpenRouter Generation
openrouter_list_models List Available Models on OpenRouter

-- P --

pdf_page_batch Batch Process PDF into LLM Messages
perplexity Perplexity Provider Function
perplexity_chat Send LLM Messages to the Perplexity Chat API
perplexity_check_research Check the Status of a Perplexity Deep Research Job
perplexity_deep_research Submit a Deep Research Request to Perplexity
perplexity_fetch_research Fetch Results from a Completed Perplexity Deep Research Job

-- R --

rate_limit_info Get the current rate limit information for all or a specific API

-- S --

send_azure_openai_batch Send a Batch of Messages to Azure OpenAI Batch API
send_batch Send a batch of messages to a batch API
send_claude_batch Send a Batch of Messages to Claude API
send_gemini_batch Submit a list of LLMMessage objects to Gemini's batch API
send_groq_batch Send a Batch of Messages to the Groq API
send_mistral_batch Send a Batch of Requests to the Mistral API
send_ollama_batch Send a Batch of Messages to Ollama API
send_openai_batch Send a Batch of Messages to OpenAI Batch API

-- T --

tidyllm_schema Create a JSON Schema for Structured Outputs
tidyllm_tool Create a Tool Definition for tidyllm

-- V --

voyage Voyage Provider Function
voyage_embedding Generate Embeddings Using Voyage AI API
voyage_rerank Rerank Documents Using Voyage AI API