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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Accurez serves as a private, self-hosted AI knowledge base tailored for business teams seeking immediate and reliable responses derived from their internal documents. Operating on your own infrastructure, it utilizes Docker along with Postgres, Qdrant, and Redis for seamless integration. Users can select their preferred LLM provider, whether by utilizing OpenAI-compatible APIs or deploying a local model through Ollama for those requiring air-gapped solutions. Each response is accompanied by the original source document, featuring chunk-level excerpts and a confidence rating classified as High, Moderate, or Low. To ensure accuracy, grounding validation is implemented to minimize the risk of unverified information reaching your team. Notable characteristics include private self-hosted deployment, source citations, confidence ratings, a hybrid semantic search system combining BM25 and vector techniques, scoped AI assistants, analytics for coverage, support for multi-source ingestion from formats such as PDF, Markdown, Google Drive, Notion, and URLs, as well as an embeddable widget and a public help center. Additionally, it supports local AI capabilities via Ollama, audit logging, and customizable platform branding. This solution requires a one-time payment, eliminating the need for subscriptions or per-seat fees, and has been developed by RadicalStart since 2016, reflecting a commitment to evolving business needs.

Description

Devstral is a collaborative effort between Mistral AI and All Hands AI, resulting in an open-source large language model specifically tailored for software engineering. This model demonstrates remarkable proficiency in navigating intricate codebases, managing edits across numerous files, and addressing practical problems, achieving a notable score of 46.8% on the SWE-Bench Verified benchmark, which is superior to all other open-source models. Based on Mistral-Small-3.1, Devstral boasts an extensive context window supporting up to 128,000 tokens. It is designed for optimal performance on high-performance hardware setups, such as Macs equipped with 32GB of RAM or Nvidia RTX 4090 GPUs, and supports various inference frameworks including vLLM, Transformers, and Ollama. Released under the Apache 2.0 license, Devstral is freely accessible on platforms like Hugging Face, Ollama, Kaggle, Unsloth, and LM Studio, allowing developers to integrate its capabilities into their projects seamlessly. This model not only enhances productivity for software engineers but also serves as a valuable resource for anyone working with code.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

Hugging Face No 
Kaggle No 
LM Studio No 
Mistral AI No 
Mistral Code No 
Ollama No 
Unsloth No 

Integrations

Hugging Face Yes 
Kaggle Yes 
LM Studio Yes 
Mistral AI Yes 
Mistral Code Yes 
Ollama Yes 
Unsloth Yes 

Pricing Details

$0
Free Trial Yes 
Free Version No 

Pricing Details

$0.1 per million input tokens
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App Yes 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Vendor Details

Company Name

Accurez

Founded

2026

Country

United States

Website

www.accurez.ai/

Vendor Details

Company Name

Mistral AI

Founded

2023

Country

France

Website

mistral.ai/news/devstral

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Product Features

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