Floki

This patch release fixes missing dependencies in the project setup, ensuring all required modules are properly included. Updates were made to requirements.txt, setup.py, and pyproject.toml for seamless installation and improved reliability.

**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.7.0...0.7.1

This release introduces the Arxiv Module for seamlessly fetching and processing research papers from Arxiv, coupled with significant enhancements to workflow task execution, agent factories, and storage modules. Key improvements include robust handling of async/sync tasks, lazy initialization of LLMs and memory, and streamlined initialization for Chroma-based vector stores. These updates enhance functionality, maintainability, and developer experience, paving the way for more advanced document processing and AI workflows.

What's Changed
* Integrate Arxiv Module and Refactor Core Components for Improved Functionality by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/12


**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.6.0...0.7.0

This release introduces tools for document processing, including PDF readers and text splitters designed to prepare text for Retrieval-Augmented Generation (RAG) workflows. With the integration of the OpenAI Audio Client, Floki now enables seamless conversion of text into speech/audio. As a practical demonstration of these features, a basic Doc2Podcast proof of concept (POC) is included, showcasing how these tools can be combined to transform research documents into podcast-style audio content.

What's Changed
* Integrate OpenAI Audio Client and Introduce ChatClientBase for Enhanced Separation of Concerns by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/9
* PDF Readers, Text Splitter, and Document Indexing Features by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/10
* Doc2Podcast POC, Enhanced Workflow Validation, and Documentation Updates by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/11


**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.5.0...0.6.0

This release focuses on improving message metadata encapsulation in Floki's messaging framework, introducing a unified way to manage and process contextual information within event-driven workflows.

What's Changed
* Enhance Messaging Framework with `EventMessageMetadata` Encapsulation by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/8


**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.4.0...0.5.0

This release introduces major improvements to Floki's messaging framework, making it easier to build and manage event-driven workflows. Users can now define message types by passing instances of Pydantic objects, enabling seamless validation of published and received messages. The system processes `CloudEvents` and automatically validates message payloads using `Pydantic` models, ensuring reliability and consistency.

Additional updates include dynamic Dapr Pub/Sub topic registration, simplified route definitions with the `message_router` decorator, and improved dependency injection for message handlers. These changes streamline agent communication, enhance observability, and improve scalability for multi-agent workflows.

What's Changed
* Dynamic Message Routing and Topic Subscription for Agentic Workflows by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/7


**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.3.0...0.4.0

This release brings Dapr dependencies to Floki, enhancing its modular architecture and integration capabilities. Additionally, it introduces a comprehensive documentation update, including core concepts, principles, and detailed guides to empower developers building agentic workflows.

What's Changed
* Dapr deps by knifeyspoony in https://github.com/Cyb3rWard0g/floki/pull/5
* Add Core Principles and Clarify Dapr Local Initialization by Cyb3rWard0g in https://github.com/Cyb3rWard0g/floki/pull/6

New Contributors
* knifeyspoony made their first contribution in https://github.com/Cyb3rWard0g/floki/pull/5

**Full Changelog**: https://github.com/Cyb3rWard0g/floki/compare/0.2.0...0.3.0