Level Up Local Chatbots: Multi-Turn Tool Calls with Open Source LLMs
research#llm📝 Blog|Analyzed: Mar 27, 2026 01:04•
Published: Mar 27, 2026 00:55
•1 min read
•r/deeplearningAnalysis
This article explores how to bring the advanced multi-turn tool call capabilities found in applications like ChatGPT to local, open-source Generative AI. By extending the abilities of gpt-oss-chat, developers can create assistants that can dynamically use tools to answer complex user queries. This unlocks incredible potential for customizable and powerful local AI applications!
Key Takeaways
- •The article focuses on replicating advanced chatbot features in a local, open-source context.
- •It highlights the implementation of multi-turn tool calls, similar to those found in popular Generative AI tools.
- •The goal is to enable local assistants to leverage multiple tools to answer user questions effectively.
Reference / Citation
View Original"Here, we will extend the gpt-oss-chat capabilities with multi-turn tool call. Wherein, the user asks a question, and the assistant calls as many tools as needed to generate the relevant response."