DevstralMistral AI
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Related Products
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About
Accurez is a private, self-hosted AI knowledge base for business teams that need instant, verified answers from their own documents. It runs on your own infrastructure using Docker with Postgres, Qdrant, and Redis. The LLM provider is fully configurable — use OpenAI-compatible APIs or run a local model via Ollama for air-gapped deployments.
Every answer includes the source document with chunk-level excerpts and a confidence indicator (High, Moderate, or Low). Grounding validation reduces unsupported answers before they reach your team.
Key features: private self-hosted deployment, source citations, confidence indicators, hybrid semantic search (BM25 and vector), scoped AI assistants, coverage analytics, multi-source ingestion (PDF, Markdown, Google Drive, Notion, URL), embeddable widget, public help center, local AI via Ollama, audit logging, and platform branding. One-time payment. No subscriptions. No per-seat fees. Built by RadicalStart since 2016.
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About
Devstral is an open source, agentic large language model (LLM) developed by Mistral AI in collaboration with All Hands AI, specifically designed for software engineering tasks. It excels at navigating complex codebases, editing multiple files, and resolving real-world issues, outperforming all open source models on the SWE-Bench Verified benchmark with a score of 46.8%. Devstral is fine-tuned from Mistral-Small-3.1 and features a long context window of up to 128,000 tokens. It is optimized for local deployment on high-end hardware, such as a Mac with 32GB RAM or an Nvidia RTX 4090 GPU, and is compatible with inference frameworks like vLLM, Transformers, and Ollama. Released under the Apache 2.0 license, Devstral is available for free and can be accessed via Hugging Face, Ollama, Kaggle, Unsloth, and LM Studio.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Healthcare, legal, logistics, manufacturing industries
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Audience
Software developers and engineering teams seeking a tool to assist with code exploration, debugging, and multi-file editing tasks
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
$0
Free Version
Free Trial
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Pricing
$0.1 per million input tokens
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationAccurez
Founded: 2026
United States
www.accurez.ai/
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Company InformationMistral AI
Founded: 2023
France
mistral.ai/news/devstral
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Categories |
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Integrations
Hugging Face
Kaggle
LM Studio
Mistral AI
Mistral Code
Ollama
Unsloth
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Integrations
Hugging Face
Kaggle
LM Studio
Mistral AI
Mistral Code
Ollama
Unsloth
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