AgentIndex icon
AgentIndex
holmesgpt logo
holmesgpt
★ 3.7k
vs
lakevision logo
lakevision
★ 52

holmesgpt vs lakevision

holmesgpt: HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.; lakevision: Lakevision is a comprehensive tool designed to provide deep insights into Data Lakehouses built on the Apache Iceberg table format. It allows users to explore namespaces, tables, schemas, properties, and change history, facilitating efficient data governance and understanding.

01

TL;DR

holmesgpt logo
holmesgptObservability · ★ 3.7k

Automated cloud troubleshooting and root cause analysis for operational issues.

Read holmesgpt full review →
lakevision logo
lakevisionObservability · ★ 52

Quickly understand the data layout, file locations, and change history within an Apache Iceberg-based Data Lakehouse.

Read lakevision full review →
02

Side-by-Side Comparison

Field
holmesgpt logoholmesgpt
lakevision logolakevision
Category
Observability
Observability
Stars
★ 3.7k
★ 52
License
Apache-2.0
Apache-2.0
Install Command
git clone https://github.com/HolmesGPT/holmesgpt.git
git clone https://github.com/lakevision-project/lakevision.git && cd lakevision && docker build -t lakevision:1.0 . && docker run --env-file .env -p 8081:8081 lakevision:1.0 /app/start.sh
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent, Cloud Troubleshooting, Observability
Data Lakehouse, Apache Iceberg, Data Catalog
03

Features

holmesgpt logoholmesgpt
01Investigates cloud problems, finds root causes, and suggests remediations
02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems
03Utilizes an agentic loop to analyze data from multiple sources
04Supports custom data sources and runbooks for tailored investigations
05Provides end-to-end automation for alert investigation and analysis reporting
lakevision logolakevision
01Search and view all namespaces and tables, including their schema, properties, partition specs, and snapshots.
02Graphical summary of record additions over time and detailed partition information like record count, file count, and size.
03Lakehouse Health Feature for running, scheduling, and monitoring data quality and health checks.
04OIDC/OAuth-based authentication support and pluggable authorization for secure access control.
05Optional "Chat with Lakehouse" capability using an LLM.
04

Use Cases

holmesgpt logoholmesgpt
↳Automated cloud troubleshooting and root cause analysis for operational issues.
↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).
↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.
lakevision logolakevision
↳Quickly understand the data layout, file locations, and change history within an Apache Iceberg-based Data Lakehouse.
↳Implement and monitor data quality standards and health checks across your lakehouse environment.
↳Securely manage and govern data access by integrating OIDC/OAuth authentication and custom authorization plugins.
↳Explore and analyze table-level metadata, such as schemas, partition details, and snapshots, for data management tasks.
↳Deploy a robust data lakehouse observability solution on Kubernetes or OpenShift for production environments.
05

Best For

holmesgpt logoholmesgpt
Trending
lakevision logolakevision
—
FAQ

FAQ

What is the difference between holmesgpt and lakevision?
Both holmesgpt and lakevision are in the Observability category. holmesgpt has 3.7k stars, while lakevision has 52 stars.
Which is better, holmesgpt or lakevision?
The best choice depends on your use case. Choose holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues., and lakevision if Quickly understand the data layout, file locations, and change history within an Apache Iceberg-based Data Lakehouse..
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
Is lakevision free or open source?
Yes, lakevision is open source on GitHub (Apache-2.0).
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