GenAI Ops Landscape
A curated list of GenAI Ops Projects.
GenAI Ops Tools
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Pinecone
by
Pinecone
Category
Data Storage
Information Retrieval
What it does:
Vector database to build high-performance vector search applications.
Open Source:
No
Preamble
by
Preamble
Category
Content Filtering
Application-Layer
AI Governance
What it does:
Ensures usage of LLMs is in compliance with organization policies.
Open Source:
No
PrivateGPT
by
Private AI
Category
Content Filtering
Application-Layer
What it does:
A privacy-preserving alternative powered by ChatGPT
Open Source:
PromptLayer
by
PromptLayer
Category
Prompt Engineering
What it does:
Log OpenAI requests. Search usage history. Track performance. Visually manage prompt templates.
Open Source:
No
PromptSource
by
BigScience
Category
Prompt Engineering
What it does:
PromptSource is a toolkit for creating, sharing and using natural language prompts.
Open Source:
Yes
RLHF
by
Scale AI
RedPajama-Data
by
Together
Category
Data Tooling
What it does:
Code for preparing large datasets for training LLMs
Open Source:
No
Replicate
by
Category
Model Deployment and Hosting
What it does:
A tool that lets you run machine learning models with a few lines of code, without needing to understand how machine learning works. It also allows you to deploy machine learning models at scale, using open-source models off the shelf, or your own custom, private models
Open Source:
No
ShareGPT
by
Category
Browser Extension
What it does:
Share your ChatGPT conversations with one click.
Open Source:
No