Shypd.aiThe largest open index of AI toolsllama-cpp-agent is an AI Agents & Automation tool that simplifies interaction with Large Language Models (LLMs). It allows users to chat, execute structured function calls, and generate structured output, even with models not fine-tuned for JSON output.
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The llama-cpp-agent framework is a powerful tool designed for easy interaction with Large Language Models (LLMs). It provides a comprehensive interface for chatting with LLMs, executing single and parallel function calls, and generating structured output. A key differentiator is its ability to work with models not specifically fine-tuned for JSON output and function calls, thanks to guided sampling. The framework also supports Retrieval Augmented Generation (RAG) with Colbert reranking and offers various agent chains, including Conversational, Sequential, and Mapping Chains, for processing text with tools. It is compatible with multiple providers like llama.cpp server, llama-cpp-python, TGI, and vllm servers, and supports Python functions, Pydantic tools, llama-index tools, and OpenAI tool schemas.
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