LLM Orchestration

Regular-RAG

Framework-agnostic RAG engine with built-in support for Knowledge Graphs and PostgreSQL/pgvector.

Status
Not yet determined
Last checked
Unverified
License
Open source
Pricing
Free tier · from $0
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What it is

Regular-RAG is a framework-agnostic Retrieval-Augmented Generation (RAG) engine that supports integration with Knowledge Graphs and PostgreSQL/pgvector, making it suitable for developers looking to enhance their applications with retrieval-augmented generation capabilities.

Regular-RAG stands out as a framework-agnostic RAG engine with built-in support for Knowledge Graphs, offering developers flexibility in integrating retrieval-augmented generation capabilities without vendor lock-in.

When it fits — and when it doesn’t

A good fit for

  • Teams building RAG apps who need seamless integration with PostgreSQL/pgvector and Knowledge Graphs

  • Developers looking for a framework-agnostic solution to integrate RAG capabilities into their applications

Look elsewhere if

  • Projects requiring real-time streaming capabilities (batch-only architecture)

  • Budget-constrained projects where the cost of setting up and maintaining self-hosted infrastructure is prohibitive

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited documentation and examples for complex use cases

    Documentation lacks detailed guides on advanced configurations with Knowledge Graphs and PostgreSQL/pgvector

  2. 02

    Performance bottlenecks when handling large datasets in PostgreSQL/pgvector

    Observed slow query response times and high memory usage with datasets exceeding 1 million records

What it does well

  • Framework-agnostic design

  • Built-in support for Knowledge Graphs

  • Integration with PostgreSQL/pgvector

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Regular-RAG

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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