@InProceedings{Ali2025_1233,
<br/>   author = {Md Monsur Ali and Abdullah Al Foysal and Siddarth Venkateswaran and Ronald Böck},
<br/>   booktitle = {Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2025},
<br/>   title = {Structured review on rag- and multi-agent frameworks: literature overview},
<br/>   year = {2025},
<br/>   editor = {Sven Grawunder},
<br/>   month = mar,
<br/>   pages = {35--42},
<br/>   publisher = {TUDpress, Dresden},
<br/>   abstract  = {Chatbots and conversational agents are currently an emerging domain,
showing multiple applications. The fundamental technology, mainly Large Language Models, usually has a generic understanding of domain knowledge, however
struggling in complex conversations. For this, recently different approaches were
developed, increasing the flexibility of such applications, namely RAG and MultiAgent Frameworks. The current manuscripts provides a structured overview on
current frameworks, based on the PRISMA guidelines and key factors, evaluating
their capabilities, flexibility, and usability. In Part I, a systematic literature review
is presented which is complemented by an application-based experimental assessment (Part II) in the same proceeding edition.},
<br/>   isbn = {978-3-95908-803-9},
<br/>   issn = {0940-6832},
<br/>   keywords = {Computational linguistics and LLM-related systems},
<br/>   url = {https://www.essv.de/pdf/2025_35_42.pdf},
<br/>}