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Description
Biel.ai turns technical documentation into an AI assistant that gives developers instant, accurate, source-cited answers. It is built for products where documentation drives adoption and a wrong answer costs real engineering time.
Biel understands the structure of developer content: OpenAPI specs, code samples, error codes, and configuration files are parsed as what they are, not as flat text. When a user asks "why am I getting a 401", the assistant connects the question to the relevant endpoint and returns a direct answer with sources, instead of a list of links. Every response is drawn exclusively from your indexed content, so there are no invented answers about your product.
One knowledge base powers four surfaces. A widget brings Ask AI chat and AI search to docs built with Docusaurus, Sphinx, MkDocs, Antora, Starlight, Next.js, WordPress, or plain HTML, live in about 15 minutes. A hosted MCP server lets developers query your docs from Claude, Cursor, GitHub Copilot, and other MCP-compatible tools. Bots for Slack, Discord, and Microsoft Teams answer questions directly in team channels. A REST API and RAG-as-a-Service option embed the same capability into your own product.
Biel also works as a content intelligence layer. Analytics reveal the questions users asked, the ones that went unanswered, and the pages that need improvement, so documentation teams can close gaps before they turn into support tickets. It supports multiple languages, syncs content automatically via crawls, GitHub, or API, and runs on EU-hosted infrastructure with AES-256 encryption, GDPR compliance, SSO, and bring-your-own-keys support.
Teams at ScyllaDB, Katalon, Tezos, and Talon.one use it in production.
Description
Manticore Search, launched in 2017, is an open-source database that evolved from the Sphinx Search engine. We incorporated its best features while enhancing functionality, resolving hundreds of issues, and nearly rewriting the entire codebase, all while maintaining our commitment to open-source principles. This extensive development has resulted in Manticore Search being a modern, efficient, lightweight, and versatile database that excels in full-text search capabilities. In our view, simplifying technology usage should be a top priority for any vendor today. We aim for all our users, whether they are developers or DevOps professionals, to avoid needing extensive expertise in databases or search engines, allowing them to leverage Manticore products without requiring advanced degrees. We understand that your time is valuable, and we want to spare you the frustration of lengthy trials to comprehend the impact of various settings on functionalities. Therefore, Manticore Search is designed to perform effectively with its default configurations in most scenarios, ensuring a smooth experience right from the start.
API Access
Has API
API Access
Has API
Integrations
AWS Marketplace
Amazon Redshift
Apache Druid
C++
ClickHouse
Discord
Docusaurus
Gatsby
GitHub
Google Cloud BigQuery
Integrations
AWS Marketplace
Amazon Redshift
Apache Druid
C++
ClickHouse
Discord
Docusaurus
Gatsby
GitHub
Google Cloud BigQuery
Pricing Details
$150/month
Professional plan
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Biel.ai
Founded
2024
Country
Spain
Website
biel.ai
Vendor Details
Company Name
Manticore Search
Founded
2017
Country
United Kingdom
Website
manticoresearch.com/about/
Product Features
Chatbot
Call to Action
Context and Coherence
Human Takeover
Inline Media / Videos
Machine Learning
Natural Language Processing
Payment Integration
Prediction
Ready-made Templates
Reporting / Analytics
Sentiment Analysis
Social Media Integration
Product Features
Database
Backup and Recovery
Creation / Development
Data Migration
Data Replication
Data Search
Data Security
Database Conversion
Mobile Access
Monitoring
NOSQL
Performance Analysis
Queries
Relational Interface
Virtualization