v0.59.0

PromptingTools v0.59.0

Diff since v0.58.0

Breaking Changes

• New field name introduced in AbstractChatMessage and AIToolRequest messages to enable role-based workflows. It initializes to nothing, so it is backward compatible.

Added

• Extends support for structured extraction with multiple "tools" definitions (see ?aiextract).
• Added new primitives Tool (to re-use tool definitions) and a function aitools to support mixed structured and non-structured workflows, eg, agentic workflows (see ?aitools).
• Added a field name to AbstractChatMessage and AIToolRequest messages to enable role-based workflows.
• Added a support for partial argument execution with execute_tool function (provide your own context to override the arg values).
• Added support for SambaNova hosted models (set your ENV SAMBANOVA_API_KEY).
• Added many new models from Mistral, Groq, Sambanova, OpenAI.

Updated

• Renamed function_call_signature to tool_call_signature to better reflect that it's used for tools, but kept a link to the old name for back-compatibility.
• Improves structured extraction for Anthropic models (now you can use tool_choice keyword argument to specify which tool to use or re-use your parsed tools).
• When log probs are requested, we will now also log the raw information in AIMessage.extras[:log_prob] field (previously we logged only the full sum). This enables more nuanced log-probability calculations for individual tokens.

Commits

Merged pull requests:

• Tool interface update (#218) (@svilupp)
• Add a new models, clean up tools (#219) (@svilupp)
• Update VERSION v059 (#220) (@svilupp)