Prateek Devisingh’s Kakveda: An Open-Source Intelligence Platform Enhancing LLM and Agent Systems with Failure Memory, Pre-Flight Alerts, Pattern Recognition, and Health Scoring.

Unlocking the Future of AI with Kakveda 🌐

Discover Kakveda, the open-source, event-driven platform designed to elevate LLM systems by integrating a critical feature—failure memory. This innovative approach transforms failures into first-class entities that can be monitored and learned from, setting Kakveda apart in the AI landscape.

Key Features:

• Open Source: Fully accessible under Apache 2.0.
• Failure Knowledge Base: Stores and analyzes failures, enabling pre-flight warnings for proactive insights.
• Health Scoring: Monitors system performance over time.
• User-Friendly Dashboard: Offers a comprehensive UI for scenario runs and analytics.

Designed primarily for local use, Kakveda serves as a vital tool for developers, educators, and tech enthusiasts looking to enhance their AI projects with robust observability.

👉 Join the conversation! Explore Kakveda and share your thoughts below!

Source link