
Prompt generation based on each model
Teammately AI Agent chooses foundation models, generates prompts based on the best practices of each model, and manages advanced configs.Multi-step generation architecture
Teammately AI Agent builds generation flow architectures to support reasoning, thinking, formatting and user input expansion.RAG development
Teammately AI Agent builds RAG by automatically handling all processes, including chunking, embedding, and indexing.Learn moreSelf-refinement of bad AI
Teammately AI Agent runs a quick test using a few synthesized test cases before moving to large-scale evaluation. If the evaluation result is bad, the AI Agent autonomously analyzes the cause and refines your AI—rewriting prompts, switching models, adding more reasoning steps, and more.Playground to test quickly
When writing prompts manually, test them instantly in the playground to quickly check how they work.Learn more about how Teammately makes your AI hard to fail
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Prompt generation
RAG development
Self-refinement of bad AI

Retrieval
Agentic RAG Builder
Doc Cleaning
Context embedding

Evaluation
Multi-dimensional LLM Judge
Multi-architecture eval
AI-generated report

Test Case
Test case synthesizer
Expand from your data
Tune edge cases

LLM Judge
Customized metrics
Collective decision-making
Pairwise evaluation

Observability
LLM Judge in post-production
Identify AI failures
Alerts via email and Slack

Documentation
AI Architecture & Logic
Evaluation Report
Future improvements


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