Data Engine
Ambyr
Amber is a fully managed data engine that is built off the Harmonic Framework. Ambyr allows you to leverage the power of knoweldge graphs in a single managed solution connecting every relational, non-relational, and disparate data source into 1 or more interconnected weaves. Every data point is enriched with context providing for robust RAG outputs when pairing with LLMs
Accepted Sources
Accepted Sources
- CSV
- Parquet
- Cloud DataSources (Relational and Non-Relational Data stores)
Connecting and Building is easy:
1
Deploy Connectors
Leverage in built connectors that will pull data from disparate sources spanning from Cloud Databases all the way to one off PDF’s.
2
Build your enterprise knowledge graph
Manually build relationshps using our inbuilt CypherQuery Editor OR use Harmonic intelligence to deploy LLM’s to construct those complex relationships between data sources.You can either create a single Knowledge Graph for your entire org OR create seperate collections allowing you to isolate and have full control and visibilty into the data assets being queried
3
Connect your LLM's
When referencing connections simple choose the connection of interest then input a query.
The response of that query can be passed into the LLM simply by refrencing the Node id surrounded by < ? ? > (ie ”< ?Node1? > will pass in the response from Node 1 to the LLM node)