…ut AI implementation business logic)

Added new app components and capabilities for the No. Series Copilot app, including codeunits, page extensions, pages, and tables, to introduce AI features for generating number series. Additionally, new registers and installers were included to handle capability registration and app installation. This enhances the app's functionality and extensibility.

Update page and table numbers as there was overflow with the Base Application.

- Temporary adding Number Series Copilot Setup table and page to store aoai secrets, system prompt and functions prompt in the isolated storage.
- Add Jupyter Notebook patterns to gitignore.
- Updating codeunit, page, and table objects numbers.

The code refactor improves tool retrieval, adds tool ID handling, and updates UI elements. The changes aim to enhance the No. Series Copilot tool functionality and user experience. These alterations are crucial for integrating Azure Key Vault in future.

Include tool calls to the chat history

- Add support for tool call IDs in chat history, improving traceability and accountability for tool call results. The changes enable associating tool call IDs with tool messages in the chat history, enhancing the clarity and transparency of the interactions. This update aligns with the need to provide comprehensive context for tool call responses within the chat history.

- Introduce 'AddToolMessage' method and modify existing methods to capture tool-related data for chat messages.
- Add 'HistoryToolCallIds' list to save tool call IDs for messages.
- Create 'IsToolsList' method to check if a message contains tool-related information.
- Update 'AOAIChatRoles.Enum.al' to define a new 'tool' chat role.

These changes enable the tracking and differentiation of tool call results in chat history.

Enable support for returning valid JSON object as chat completion, adding guidelines for JSON production, and checking compatibility for JSON response format.

Improve json output format specification declaration and [TEMPORARY] implement no. series number limitations to avoid reaching token limit and timeout when dealing with many tables.

Consolidates tool invocation logic by using a dedicated function and refines prompt formats for better user experience. Also updates existing patterns to reflect more accurate numbering conventions. These changes aim to streamline tool usage and enhance prompt clarity.

Consolidate tool retrieval methods; refactor output format instructions.
Improved modularity and maintainability.

Add new Json module to provide tools for working with JSON data, including reading, writing, and parsing JSON. Introduces codeunit for initializing JSON array and object, retrieving element counts, fetching objects by index, and getting values for specified record fields. Implements methods to interact with JSON data using .NET types.

This is partly ported from Base Application codeunit 5459 "Json management"

Additionally, the visibility of response text on the No. Series Proposal Page is dynamically managed, depending on json response validation

…e number series pattern

Tools message parsing into `function name`, `arguments` and `tool call id`

Replace direct parsing with dedicated method for improved maintainability and readability. This enhances code structure and sets the stage for future extensibility. No related issues.

…f the tool response exceeds token limit.

Ensure secure handling of sensitive data in chat messages by swapping text types with secure text types. Implement chunking of tool responses to avoid exceeding token limits, resulting in improved prompt generation for new number series. Indirectly address potential security vulnerabilities and enhance system functionality.

Change the dictionary to standardize chunk processing of tables in order to avoid hallucinations and effectively handle large volumes. This ensures accurate and complete model responses, enhancing overall functionality. The refactor also introduces new helper functions to process tool completions and validate generated number series.

…nd output examples from setup

Introduce methods to retrieve tool 1 patterns and output examples from setup. Also, add labels and separators for better formatting. Improve error handling and optimize code readability.

Improved retrieval of tool 1 general instructions and output format for better modularity and maintainability.

…dle duplicate No. Series codes

This commit refactors JSON manipulation by separating common JSON operations into a separate file and introduces new functionality to handle duplicate No. Series codes using random character generation. This change improves data integrity and ensures uniqueness of No. Series codes. It adds methods to replace or add properties in JSON objects and modify JSON arrays as necessary.

Replace text prompts for tool limitations, code guidelines, description guidelines, number guidelines, output examples, and output format prompts. Add validation for property lengths in generating number series.

Refactor JSON handling methods to return JSON objects and arrays as text, enhancing readability and modularity across the codebase, paving the way for simplified integration with other modules. This change sets the stage for easier maintenance and future expansions of the JSON-related functionalities. No related issues are involved.

Consolidate actions into groups and modify captions for clarity and consistency. Update labels for better clarity and usability. Improve organization and usability of the prompt guide.

…e" instead of "Set up" for uniformity and clearer user understanding.

…on/BCApps into Number-Series-Copilot

- Update codeunit number and merge with existing AOAIOperationResponse

…odule changes

Remove redundant tool parsing method, move functionality to the corresponding implementation. Centralize tool parsing code logic in the "AOAIToolsImpl" codeunit and remove the "AOAIChatMessages" implementation. This consolidation streamlines maintenance and enforces a single source of truth for tool-related operations.

…hance AI tool usage

Incorporate GetNoSeriesSuggestions method to improve the AI tool usage for generating number series suggestions in NoSeriesCopilot. This update aims to streamline the process and increase the accuracy of generating number series proposals using the copilot capability.

Adjust code to allow for dynamic removal of multiple text parts, requires for better promptin building.

…on/BCApps into Number-Series-Copilot