Make sense out of unstructured data with LLMs
Leverage state-of-the-art AI to generate insights from unstructured and semi-structured data sources.
Centralize unstructured data from all your sources
Leverage our large connector catalog to pull in text-based data from existing sources.
Embed text data on the fly
Automatically calculate text embeddings during the ELT process to capture the meaning of unstructured fields in your data.
Chat with your data
Use vector database search capabilities and LLMs to automatically answer questions about your data.
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Leverage AI to empower your teams
Add a conversational interface to all of your data
Combine Airbyte’s large catalog of source connectors and the power of vector databases to create a conversational interface that can answer questions about all the data in your organization.
Check a tutorial with LlamaIndex
Extract structured information from your text data
Combining the power of GPT models, Airbyte data sync capabilities, and AI logic automation, businesses can gain actionable insights and revolutionize their customer service strategies.
Measuring sentiment analysis, classifying or categorizing your unstructured data, everything becomes possible
Check a tutorial with MindsDB
Locate the text data source connectors you need
Centralize that unstructured and semi-structured data in any of the vector databases we support, so you can calculate text embeddings and structure that data.
Don’t leave any marketing data on the side
For long-tail tools that are not supported yet, build connectors in 10 minutes with the low-code Connector Development Kit (CDK)
Check the CDK
Check our tutorials
Chat with your data using OpenAI, Pinecone, Airbyte and Langchain
Learn how to build a connector development support bot for Slack that knows all your APIs, open feature requests and previous Slack conversations by heart
Measure Customer Support Sentiment Analysis with GPT, Airbyte and MindsDB
Learn how to measure customer support sentiment analysis using GPT, Airbyte, and MindsDB. Set up sentiment analysis of Intercom chats, extract and analyze the data with GPT models, and visualize the results using Metabase.
Airbyte and LlamaIndex: ELT and Chat with your data warehouse without writing SQL
Learn how to chat with your data warehouse using Airbyte and LlamaIndex. Discover the power of querying databases with natural language, bypassing the need for SQL expertise and memorization of complex database schemas.