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What is Vectorify?

Vectorify is the end-to-end AI connector for Laravel, letting you query and explore your data in natural language in seconds.

Building and maintaining a robust AI/RAG pipeline requires significant expertise and ongoing effort in areas like chunking, embeddings, vector databases, semantic/lexical search, reranking, hallucination, evaluation, prompt tuning, LLM integration, and much more. Vectorify abstracts all this complexity away, allowing you to achieve the same result with just an API key.

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How can I interact with my data?

To interact with your data, you have four primary methods to choose from:

  1. Use the Chats page within our platform (fastest)
  2. Embed the Chatbot into your Laravel app
  3. Add the MCP server to our favourite chat service (ChatGPT, Claude, etc.)
  4. Call the REST API endpoints

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How is Vectorify different?

Vectorify offers comprehensive RAG capabilities that go beyond traditional implementations:

  • High Accuracy: Incorporates best-in-class RAG techniques such as hybrid search and reranking for superior result accuracy
  • Database Optimised: Specifically designed for working with structured data sets of all sizes
  • Skip Development Time: Get up and running in under a minute instead of spending weeks with lower-level packages and tools
  • Agentic RAG: Goes beyond standard RAG with planning, reasoning, expanded search results, and answer validation

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What search algorithm does Vectorify use?

Vectorify blends semantic (vector) search with classic full-text matching to deliver precise and relevant results. Doing so grasps the search intent while still locking onto the key terms that matter.

Using these two techniques in tandem allows Vectorify to:

  • Infer what users are looking for — even when their wording isn’t exact
  • Surface items that use related language or alternative expressions
  • Perform reliably across every content type and domain

Under the hood, large language models quietly enrich each query, giving the system deeper contextual awareness and enabling it to return more brilliant results, even from vague or incomplete searches.

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Does Vectorify access my database?

No, Vectorify doesn’t access your database. Instead, you configure which tables/columns your Laravel app sends to Vectorify, where we process/vectorise them to enable efficient natural language querying.

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Get started

Ready to ask AI about your data? Head over to our Quickstart guide to begin upserting your data in minutes.