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Last Developments

Stay up to date with the latest progress on Ada’s development. Our team is actively working on multiple fronts to bring you the most advanced and reliable AI assistant for chemometrics research and education.

Conceptualization

Completed

The foundational design and architectural planning for Ada have been finalized, establishing clear goals and functionality requirements.

LLM foundation

In Progress

Actively evaluating and testing different Large Language Model options to find the optimal foundation for Ada’s intelligence.

RAG optimization

In Progress

Fine-tuning retrieval-augmented generation techniques and multi-agency protocols to ensure accurate and contextually relevant responses from our knowledge base.

Interface design

In Progress

Developing an intuitive and user-friendly interface that seamlessly integrates with The Library and The Square ecosystems.

Development phases

  1. Conceptualization phase ✅ Completed

    The conceptualization phase has been successfully completed. This crucial foundation phase involved:

    • Defining Ada’s core mission and capabilities within the Lovelace’s Square ecosystem
    • Establishing technical requirements and performance benchmarks
    • Designing the conversational assistant’s role in bridging The Library and The Square
    • Creating detailed specifications for RAG integration with our knowledge base
    • Planning the user experience and interaction patterns

  2. LLM foundation research 🔄 In Progress

    We are currently exploring different foundational Large Language Models to determine the optimal base for Ada’s intelligence:

    • Evaluating open-source LLM options for cost-effectiveness and customization potential
    • Testing commercial models for performance and reliability benchmarks
    • Assessing model capabilities in scientific and technical domains
    • Comparing response quality for chemometrics-specific queries
    • Analyzing computational requirements and scalability factors

  3. RAG system optimization 🔄 In Progress

    We are actively exploring optimal RAG and multi-agentic configurations:

    • Optimizing vector embeddings for chemometrics terminology and concepts
    • Testing different chunking strategies for technical documentation
    • Implementing relevance scoring to ensure accurate source attribution
    • Developing quality control mechanisms for generated responses
    • Designing multi-agentic architecture.

  4. Interface development 🔄 In Progress

    We are working on the interface that will make Ada accessible and user-friendly:

    • Designing conversational UI components for seamless interaction
    • Creating integration points with existing Library and Square interfaces
    • Developing responsive design for multiple device types
    • Implementing accessibility features for inclusive user experience
    • Building real-time feedback mechanisms for continuous improvement

Stay Tuned

Our team is dedicated to moving through these development phases diligently to ensure that Ada is a robust, reliable, and truly helpful assistant for researchers and students alike. We are incredibly excited about the progress and look forward to entering the testing phase with our community.

Thank you for following our journey. We will continue to post updates as we reach new milestones. Keep an eye out for future announcements regarding participation in our beta program!