Prepare the knowledge
Keep source documents and passage identifiers in Postgres. Create an AI Context collection over their embeddings and preserve the links back to source material.
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GROUNDED ANSWERS
Retrieve relevant passages and connected records before asking a model to answer.
Documentation and knowledge bases mix long explanations with precise terms and relationships. A useful answer may need both the passage that matches a question and the records that establish its scope.
A product question can retrieve a relevant guide, match an exact feature name, and include the connected version or policy record.
Explore the retrieval tools ↗Evidence trails
Select a passage to see its relationship to the answer.
The policy passage states the ordinary retention period. The answer keeps a citation to this exact source.
Keep source documents and passage identifiers in Postgres. Create an AI Context collection over their embeddings and preserve the links back to source material.
Use semantic search for meaning and text signals for important terms. Expand with graph context when a relationship changes which evidence is relevant.
Send retrieved passages and source identifiers to the model. Your application decides how to cite evidence and what to do when the available context is insufficient.
LET’S BUILD
Start with your Postgres. Explore what Polygres can do.