Scope retrieval to an index and least-privilege API key
Give agents context, not another system to memorize.
Talqora provides scoped retrieval, serverless source processing, Assistant RAG, and MCP tools so agents can retrieve current evidence instead of relying on stale prompts.Create an indexWhat changes when retrieval is designed for ai agents.
Talqora keeps data placement, dimensions, API-key scope, source provenance, and usage visible at the index level. The product surface is the same; the retrieval contract is shaped around the operational evidence your team needs.
Preserve source and connector provenance for every answer
Continue conversations with threads and inspect traces
From source to answer.
Index current application and document knowledge
Retrieve dense, sparse, or hybrid evidence
Expose the toolkit over Assistant RAG or MCP
Observe sources, latency, and token usage
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