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What is DoCoreAI?

DoCoreAI is a dedicated platform that enhances the optimization of AI prompts and telemetry, specifically designed for product teams, SaaS companies, and developers working with large language models (LLMs) like those offered by OpenAI and Groq (Infra). With a local-first Python client and a secure telemetry engine, DoCoreAI enables teams to collect valuable metrics on their LLM interactions while protecting the integrity of original prompts to maintain data privacy. Key Features Include: - Prompt Enhancement → Improve the efficacy and reliability of LLM prompts. - Monitoring LLM Usage → Track token consumption, response times, and performance patterns. - Expense Analysis → Review and refine costs associated with LLM usage across different teams. - Developer Productivity Metrics → Identify time efficiencies and recognize potential usage hurdles. - AI Telemetry Solutions → Compile detailed insights while ensuring user privacy remains a priority. By leveraging DoCoreAI, organizations can decrease token costs, enhance AI model efficiency, and offer developers a unified platform to scrutinize prompt performance in real-time, thereby cultivating a more streamlined workflow. This comprehensive framework not only enhances productivity but also encourages data-driven decision-making, ultimately leading to improved outcomes in AI deployment. Furthermore, the ability to monitor and analyze usage patterns helps teams stay ahead in the rapidly evolving landscape of AI technology.

What is Agenta?

Agenta is a full-featured, open-source LLMOps platform designed to solve the core challenges AI teams face when building and maintaining large language model applications. Most teams rely on scattered prompts, ad-hoc experiments, and limited visibility into model behavior; Agenta eliminates this chaos by becoming a central hub for all prompt iterations, evaluations, traces, and collaboration. Its unified playground allows developers and product teams to compare prompts and models side-by-side, track version changes, and reuse real production failures as test cases. Through automated evaluation workflows—including LLM-as-a-judge, built-in evaluators, human feedback, and custom scoring—Agenta provides a scientific approach to validating prompts and model updates. The platform supports step-level evaluation, making it easier to diagnose where an agent’s reasoning breaks down instead of inspecting only the final output. Advanced observability tools trace every request, display error points, collect user feedback, and allow teams to annotate logs collaboratively. With one click, any trace can be turned into a long-term test, creating a continuous feedback loop that strengthens reliability over time. Agenta’s UI empowers domain experts to experiment with prompts without writing code, while APIs ensure developers can automate workflows and integrate deeply with their stack. Compatibility with LangChain, LlamaIndex, OpenAI, and any model provider ensures full flexibility without vendor lock-in. Altogether, Agenta accelerates the path from prototype to production, enabling teams to ship robust, well-tested LLM features and intelligent agents faster.

Media

Media

Integrations Supported

Cohere
Falcon AI
Hugging Face
LangChain
Llama
Llama 2
Llama 3
Llama 3.1
Llama 3.2
Llama 3.3
OpenAI
Python

Integrations Supported

Cohere
Falcon AI
Hugging Face
LangChain
Llama
Llama 2
Llama 3
Llama 3.1
Llama 3.2
Llama 3.3
OpenAI
Python

API Availability

Has API

API Availability

Has API

Pricing Information

$9/month
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

MobiLights

Date Founded

2020

Company Location

India

Company Website

docoreai.com

Company Facts

Organization Name

Agenta

Date Founded

2023

Company Location

Germany

Company Website

agenta.ai/

Categories and Features

Categories and Features

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