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Keeping the full picture - additional context in embedded chunks

Learn how to use withContextPrefix() in RavenDB 7.2.3 to inject document-level context into every embedding chunk, improving vector search precision for large documents.

Jun 9, 2026

One Chat, Many Agents: RavenDB Multi-Agents

Learn how to connect multiple RavenDB AI Agents into a multi-agent system, where specialized sub-agents handle focused tasks while a coordinator routes work between them.

Apr 27, 2026

Beyond Text: Adding File Attachments to RavenDB AI Agents

Learn how to attach binary files such as PDFs and images to RavenDB AI Agent conversations, reducing token usage while keeping files accessible across the conversation lifecycle.

Apr 15, 2026

Vibe Coding with RavenDB and Context7

Set up Context7 MCP with OpenAI Codex in VS Code to give your AI direct access to RavenDB docs — faster, context-rich vibe coding with fewer interruptions.

Mar 9, 2026

External

A Practical Look at AI Agents with RavenDB

Read about A Practical Look at AI Agents with RavenDB on the RavenDB.net news section

Dec 24, 2025

External

New in 7.0: RavenDB Vector Search

Read about New in 7.0: RavenDB Vector Search on the RavenDB.net news section

Oct 27, 2025

External

Unlock RavenDB GenAI Potential with Attachments

Read about Unlock RavenDB GenAI Potential with Attachments on the RavenDB.net news section

Oct 8, 2025

External

AI Image Search with RavenDB

Read about AI Image Search with RavenDB on the RavenDB.net news section

Sep 9, 2025

External

GenAI: How We Make You Work Less

Read about GenAI: How We Make You Work Less on the RavenDB.net news section

Aug 11, 2025

Semantic Search with RavenDB, Python, and FastAPI

Build a semantic search API with RavenDB, Python, and FastAPI. Learn manual and automatic embedding generation with OpenAI, and run vector similarity search in under 50 lines of application code.

Jul 22, 2025

Survive the AI Tidal Wave with RavenDB GenAI

Learn how to use RavenDB's GenAI feature to automatically summarize, prioritize, and enrich documents. Step-by-step walkthrough with code examples and screenshots.

Jul 7, 2025

External

Enable AI Search in Your Web App in 5 Minutes

Read about Enable AI Search in Your Web App in 5 Minutes on the RavenDB.net news section

Apr 28, 2025

External

Embeddings Generation with RavenDB

Read about Embeddings Generation with RavenDB on the RavenDB.net news section

Mar 31, 2025

External

Machine Learning Inside RavenDB Indexing

Read about Machine Learning Inside RavenDB Indexing on the RavenDB.net news section

Dec 2, 2024