Teammately AI Agent

Make your AI resilient and hard to fail.

Freemium

Description

Building reliable AI services often involves months of trial and error, requiring extensive evaluation and iteration to ensure the AI behaves correctly and avoids failures like hallucinations. This process demands significant time and expert effort, particularly when developing production-level applications where resilience is crucial.

Teammately AI Agent addresses these challenges by automating key aspects of the AI engineering lifecycle. It leverages AI agents to manage tasks such as prompt generation and self-refinement based on model best practices, synthesis of test cases and LLM judges for robust evaluation, agentic RAG building (automating chunking, embedding, indexing), and automatic generation of project documentation. This automation fast-tracks development cycles, improves AI safety by catching edge cases, and supports smoother team collaboration by keeping documentation current.

Key Features

Prompt generation & Self-refinement: AI Agent selects foundation models, generates optimized prompts, tests, analyzes results, and autonomously refines the AI.
Test case & LLM Judge synthesizer: Automatically generates high-quality test cases and tailored evaluation metrics aligned with project requirements.
Agentic RAG Builder: Automates the entire RAG building process, including document chunking, embedding, and indexing.
Multi-architecture Comparison: Simulates and compares multiple AI architectures (e.g., Prompt, RAG, models) to identify the optimal configuration.
AI-Generated Documentation: Automatically generates and updates documentation reflecting the AI's current performance and challenges.

Use Cases

Developing production-grade AI services faster.
Automating the evaluation and iteration cycle of AI models.
Building reliable Retrieval-Augmented Generation (RAG) systems efficiently.
Enhancing AI safety and minimizing model hallucinations.
Streamlining team collaboration on AI projects via automated documentation.

Frequently Asked Questions

What problem does Teammately AI Agent solve?

It addresses the slow and complex process of building reliable, production-grade AI by automating key engineering tasks like evaluation, iteration, and documentation.

How does Teammately improve AI reliability?

It enhances reliability by automating evaluation using synthesized test cases and LLM judges, comparing different architectures, autonomously refining prompts and models, and identifying potential failures.

Can Teammately help with RAG development?

Yes, it features an Agentic RAG Builder that automates the RAG pipeline, including chunking, embedding, and indexing.

Is there a free version of Teammately AI Agent?

Yes, Teammately offers a free plan with limited access for developers who want to get started with the platform.

What is the main benefit of using Teammately AI Agent?

The primary benefit is accelerating the development of resilient AI that is 'hard to fail' by automating complex and time-consuming evaluation and iteration cycles.