Update agent model to 'mistral-small-2603': Change the model used in both the project and conversation subagents to 'mistral-small-2603' for improved performance and efficiency in summarization tasks.

Add middleware factories for LangChain agents: Introduce new middleware functions for main and project summarizer agents, enhancing the agent's capabilities with context editing and summarization features. Update retrieval tools and agent workflows to integrate these middlewares, ensuring improved message handling and processing. Add tests to validate middleware functionality and defaults.

Implement PDF summary generation tool: add a new tool for generating project-aware PDF summaries from conversations, enhancing the summarization capabilities of the agent. Update retrieval tools for improved metadata handling and streamline the agent's tool integration. Refactor PDF generation logic to handle link sanitization and improve error handling during PDF creation.

Refactor chat system prompt and tools: enhance resource organization by clarifying the structure of available resources, including services and training, and improve the 'check_project_id' tool to return None when no project is identified. Remove redundant session context from the agent's system prompt for cleaner implementation.

Fix error replacement

Update dependencies and enhance agent functionality: upgrade LangChain to v1.2.x, adjust retrieval tools for improved pagination and filtering, and implement new project ID checks. Modify settings for RAG top-k and add support for custom state management in agents. Enhance documentation for streaming SSE client and tools policy, ensuring clarity on usage and constraints.

Implement V2 workflow for agent orchestration, including new chat tools agent with retrieval capabilities, classifier node enhancements, and summarizer integration. Add detailed documentation for V2 features and prompts, ensuring improved agent interaction and context handling.

Refactoring gestion Agent

Enhance PDF generation and update configurations: Add PDF_LOGO_PATH to .env.example, include markdown-pdf in requirements.txt, and refactor PDF generation logic to support logo integration. Introduce tests for PDF generation from Markdown input and update summarizer agent to streamline export functionality.

feat voice: init

Include project knowledge in Workflow

Enhance conversation workflows by introducing summarization and classification agents. Implement retrieval nodes for document fetching, and update settings for Supabase integration. Add Markdown to PDF conversion utilities and improve agent service to handle document metadata. Refactor agent registry to support orchestrated workflows.