MindMeld

MindMeld

MindMeld is an open source conversational AI platform by Cisco that allows developers to easily build and deploy intelligent chatbots and voice assistants. It provides tools for natural language processing, intent classification, entity extraction, robust dialogue management, and

MindMeld: Open Source Conversational AI Platform

An open source conversational AI platform by Cisco for building intelligent chatbots and voice assistants with natural language processing, intent classification, entity extraction, and more.

What is MindMeld?

MindMeld is an enterprise-grade conversational AI platform that enables companies to build and deploy powerful chatbots and voice assistants. It was created by Cisco in 2017 and is now an open source project.

Some key capabilities of MindMeld include:

  • Natural language processing (NLP) - Understand what users say and extract meaning, intents, and entities from conversational text.
  • Intent classification - Automatically determine a user's intent (what they want to do) from queries and requests.
  • Entity extraction - Identify and extract important entities like location, dates, names, etc. from natural language.
  • Dialogue management - Manage conversations flexibly with context tracking, follow-up questions, triggering actions, and more.
  • Prebuilt enterprise integrations - Pre-built connectors for common channels like Salesforce, ServiceNow, etc. to quickly build with existing systems.
  • Multi-language support - Supports building assistants in many major languages including English, Spanish, French and more.

MindMeld allows teams to develop conversational AI 3-5x faster than building from scratch. It handles much of the complex NLP and machine learning while providing a simple interface and framework to add business logic and AI capabilities. This enables companies to rapidly experiment with various assistants and use cases.

MindMeld Features

Features

  1. Natural language processing
  2. Intent classification
  3. Entity extraction
  4. Dialogue management
  5. Integration with popular channels

Pricing

  • Open Source

Pros

Open source

Easy to build and deploy chatbots

Robust dialogue management

Pre-built integrations

Cons

Limited to conversational AI

Less flexible than coding from scratch

Steep learning curve

Official Links

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