Alternatives
Products that do what iQ Suite does
Powerful RAG APIs to build and scale Gen AI effortlessly
- 1
- 2
- 3
- 4
- 5HW
TL;DR: Vector-based RAG performs poorly for many real-world applications like codebase chats, and you should consider 'language maps'. Part of our mission at Mutable.ai is to make it much easier for developers to build and understand software. One of the natural ways to do this is to create a codebase chat, that answer questions about your repo and help you build features. It might seem simple to plug in your codebase into a state-of-the-art LLM, but LLMs have two limitations that make human-level assistance with code difficult: 1. They currently have context windows that are too small to…
2024 · twitter.com
- 6
- 7
- 8
- 9
- 10
- 11RB
2023 · github.com
- 12
- 13
- 14
- 15
- 16TV
Hey HN, Joe and Ethan from Tonic.ai here. We just released a new open-source python package for evaluating the performance of Retrieval Augmented Generation (RAG) systems. Earlier this year, we started developing a RAG-powered app to enable companies to talk to their free-text data safely. During our experimentation, however, we realized that using such a new method meant that there weren’t industry-standards for evaluation metrics to measure the accuracy of RAG performance. We built Tonic Validate Metrics (tvalmetrics, for short) to easily calculate the benchmarks we needed to meet in…
2023 · github.com
- 17
- 18
- 19
- 20
- 21
- 22
A self-hostable document intelligence and RAG platform — an integral component in AI meshes. Open-source primitives, one managed backend. 101 file formats, 371 programming languages.
May 2026 · kreuzberg.dev
- 23
- 24
Ranked by how close each launch is in meaning, then by votes. Refine with your own description →