Solving Hard Problems with LLMs

• Use DSPy to algorithmically optimize LLM prompts
• DSPy-optimized Retrieval-Augmented Generation (RAG)
• DSPy-optimized Multi-hop Question Answering (MHRAG)
• Using LLAMA3.1 via OLLAMA as Language Model in DSPy
• Tool Use support for LLAMA3.1 using OLLAMA
• Function Call Chaining using OpenAI GPT-4o