RinAI agentic chat stack. Includes graphRAG memory, parallel tool calling, DeepSeek R1 powered web search, advanced LLM gateway and active context summarization.

RinAI: Your Advanced Agentic Companion

RinAI is a sophisticated agentic companion, leveraging graph-based Retrieval Augmented Generation (RAG), real-time tool usage, intelligent context management, and a dynamic Large Language Model (LLM) gateway. This combination empowers RinAI to engage in roleplaying, hold flirty conversations, and provide insightful responses based on a rich understanding of context and access to up-to-date information.

Key Features

• Rin Chat Agent:

  • Engaging roleplay and flirty conversations powered by a fine-tuned uncensored LLM.
  • Parallel execution of tools, RAG, and LLM calls for efficient and comprehensive responses.
  • Dynamic Smart LLM Gateway intelligently selects the most appropriate model for each query.

• Graph RAG:

  • Utilizes a Neo4j database containing approximately 18,000 messages, analyzed and indexed for optimal retrieval.
  • Retrieval pipeline employs semantic embeddings, sentiment analysis, and subject classification.
  • Hybrid search combines vector lookups and rating-based filtering for precise information retrieval.

• Tool Orchestrator:

  • Integrates with the DeepSeek API (powered by DeepSeek R1) for advanced web search, enabling access to current events, specialized knowledge, and critical reasoning.
  • Provides real-time and historical cryptocurrency price checks and analytics via the CoinGecko API.
  • Easily extensible architecture allows for seamless integration of new tools by adding API clients.

• Smart Context Management & Summarization:

  • Automated summarization of conversations once a token threshold is reached.
  • Maintains the latest 25% of messages intact while summarizing the older 75% in the background, ensuring cont