Package index • tidyllm

LLM Message Handling Functions for creating, managing, and retrieving messages and metadata.
`llm_message()`	Create or Update Large Language Model Message Object
`df_llm_message()`	Convert a Data Frame to an LLMMessage Object
`get_reply()` `last_reply()`	Retrieve Assistant Reply as Text
`get_reply_data()` `last_reply_data()`	Retrieve Assistant Reply as Structured Data
`get_user_message()` `last_user_message()`	Retrieve a User Message by Index
`get_metadata()` `last_metadata()`	Retrieve Metadata from Assistant Replies
`get_logprobs()`	Retrieve Log Probabilities from Assistant Replies
`rate_limit_info()`	Get the current rate limit information for all or a specific API
Tidyllm Main Verbs Core verbs facilitating interactions with LLMs, including sending messages, generating embeddings, and managing batch requests.
`chat()`	Chat with a Language Model
`embed()`	Generate text embeddings
`send_batch()`	Send a batch of messages to a batch API
`check_batch()`	Check Batch Processing Status
`fetch_batch()`	Fetch Results from a Batch API
`list_batches()`	List all Batch Requests on a Batch API
`list_models()`	List Available Models for a Provider
Schemata, Tools, and Media Handling Functions for json_schema, tools and media handling
`tidyllm_schema()`	Create a JSON Schema for Structured Outputs
`field_chr()` `field_fct()` `field_dbl()` `field_lgl()`	Define Field Descriptors for JSON Schema
`field_object()`	Define a nested object field
`tidyllm_tool()`	Create a Tool Definition for tidyllm
`img()`	Create an Image Object
API Provider Functions Functions interfacing with various API providers called from main verbs
`openai()`	OpenAI Provider Function
`claude()`	Provider Function for Claude models on the Anthropic API
`gemini()`	Google Gemini Provider Function
`groq()`	Groq API Provider Function
`mistral()`	Mistral Provider Function
`ollama()`	Ollama API Provider Function
`perplexity()`	Perplexity Provider Function
`deepseek()`	Deepseek Provider Function
`voyage()`	Voyage Provider Function
`azure_openai()`	Azure OpenAI Endpoint Provider Function
`chatgpt()`	Alias for the OpenAI Provider Function
OpenAI-Specific Functions Functions for OpenAI services, including chat interactions, batch processing and embedding generation.
`openai_chat()`	Send LLM Messages to the OpenAI Chat Completions API
`send_openai_batch()`	Send a Batch of Messages to OpenAI Batch API
`check_openai_batch()`	Check Batch Processing Status for OpenAI Batch API
`fetch_openai_batch()`	Fetch Results for an OpenAI Batch
`list_openai_batches()`	List OpenAI Batch Requests
`cancel_openai_batch()`	Cancel an In-Progress OpenAI Batch
`openai_embedding()`	Generate Embeddings Using OpenAI API
`openai_list_models()`	List Available Models from the OpenAI API
Claude-Specific Functions Functions designed for Claude services for chat interactions and batch processing.
`claude_chat()`	Interact with Claude AI models via the Anthropic API
`send_claude_batch()`	Send a Batch of Messages to Claude API
`check_claude_batch()`	Check Batch Processing Status for Claude API
`fetch_claude_batch()`	Fetch Results for a Claude Batch
`list_claude_batches()`	List Claude Batch Requests
`claude_list_models()`	List Available Models from the Anthropic Claude API
`claude_upload_file()`	Upload a File to Claude 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
Gemini-Specific Functions Functions specific to Google Gemini services, including chat, embedding, and file management operations.
`gemini_chat()`	Send LLMMessage to Gemini API
`gemini_embedding()`	Generate Embeddings Using the Google Gemini API
`gemini_upload_file()`	Upload a File to Gemini API
`gemini_list_files()`	List Files in Gemini API
`gemini_file_metadata()`	Retrieve Metadata for a File from Gemini API
`gemini_delete_file()`	Delete a File from Gemini API
`send_gemini_batch()`	Submit a list of LLMMessage objects to Gemini's batch API
`check_gemini_batch()`	Check the Status of a Gemini Batch Operation
`list_gemini_batches()`	List Recent Gemini Batch Operations
`fetch_gemini_batch()`	Fetch Results for a Gemini Batch
Ollama-Specific Functions Functions for engaging with Ollama services, including chat, embedding, and model management.
`ollama_chat()`	Interact with local AI models via the Ollama API
`ollama_embedding()`	Generate Embeddings Using Ollama API
`send_ollama_batch()`	Send a Batch of Messages to Ollama API
`ollama_download_model()`	Download a model from the Ollama API
`ollama_delete_model()`	Delete a model from the Ollama API
`ollama_list_models()`	Retrieve and return model information from the Ollama API
Mistral-Specific Functions Functions for interacting with the Mistral API .
`mistral_chat()`	Send LLMMessage to Mistral API
`mistral_embedding()`	Generate Embeddings Using Mistral API
`send_mistral_batch()`	Send a Batch of Requests to the Mistral API
`check_mistral_batch()`	Check Batch Processing Status for Mistral Batch API
`fetch_mistral_batch()`	Fetch Results for an Mistral Batch
`list_mistral_batches()`	List Mistral Batch Requests
`mistral_list_models()`	List Available Models from the Mistral API
Perplexity-Specific Functions Functions for the Perplexity API
`perplexity_chat()`	Send LLM Messages to the Perplexity Chat API (All Features, No .json Option)
Groq-Specific Functions Functions for interacting with Groq services, such as chat and transcription.
`groq_chat()`	Send LLM Messages to the Groq Chat API
`groq_transcribe()`	Transcribe an Audio File Using Groq transcription API
`groq_list_models()`	List Available Models from the Groq API
`send_groq_batch()`	Send a Batch of Messages to the Groq API
`check_groq_batch()`	Check Batch Processing Status for Groq API
`fetch_groq_batch()`	Fetch Results for a Groq Batch
`list_groq_batches()`	List Groq Batch Requests
Azure-Specific Functions Functions for interacting with the Azure OpenAI API .
`azure_openai_chat()`	Send LLM Messages to an Azure OpenAI Chat Completions endpoint
`azure_openai_embedding()`	Generate Embeddings Using OpenAI API on Azure
`send_azure_openai_batch()`	Send a Batch of Messages to Azure OpenAI Batch API
`check_azure_openai_batch()`	Check Batch Processing Status for Azure OpenAI Batch API
`list_azure_openai_batches()`	List Azure OpenAI Batch Requests
`fetch_azure_openai_batch()`	Fetch Results for an Azure OpenAI Batch
DeepSeek-Specific Functions Functions for DeepSeek.
`deepseek_chat()`	Send LLM Messages to the DeepSeek Chat API
VoyageAI-Specific Functions Functions for VoyageAI Embeddings.
`voyage_embedding()`	Generate Embeddings Using Voyage AI API
PDF Processing Processing PDF documents, enabling page-by-page analysis.
`pdf_page_batch()`	Batch Process PDF into LLM Messages
Internals Main definition of the LLMMessage object at the core of most tidyllm workflows
`LLMMessage()`	Large Language Model Message Class

Reference

LLM Message Handling

Tidyllm Main Verbs

Schemata, Tools, and Media Handling

API Provider Functions

OpenAI-Specific Functions

Claude-Specific Functions

Gemini-Specific Functions

Ollama-Specific Functions

Mistral-Specific Functions

Perplexity-Specific Functions

Groq-Specific Functions

Azure-Specific Functions

DeepSeek-Specific Functions

VoyageAI-Specific Functions

PDF Processing

Internals