Decision report · generated Thu, 22 Oct 2026 00:34:50 GMT
Technology decision report
This link re-runs the requirement against the live catalog each time it opens, so evidence status and freshness are current.
Requirement
chatbot using an LLM with a vector database for retrieval over OCR-extracted PDF documents
Parsed with deterministic_rules_v1. Unstated fields remain UNKNOWN.
Provider shortlist
#1 · ocr-document-extraction
Google Document AI
Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).
#2 · ocr-document-extraction
Amazon Textract
Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).
#3 · ai-model-api
OpenAI
Official product documentation supports this capability.
#4 · vector-database
Pinecone
Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).
#5 · vector-database
Qdrant
Capability stated in the vendor's official documentation. Fit score not computed (UNKNOWN).
Architecture
- 1. ocr-document-extraction → 42112d43-f496-4034-926c-f0fdb10b3748 · handoff UNKNOWN
- 2. ai-model-api → b39d5562-50b4-41aa-8ac6-a9c40f0f4e21 · handoff UNKNOWN
- 3. vector-database → ec6792e7-bbc2-4b77-93c4-226e289e202e · handoff UNKNOWN
Cost
- 42112d43-f496-4034-926c-f0fdb10b3748: UNKNOWN UNKNOWN
- b39d5562-50b4-41aa-8ac6-a9c40f0f4e21: UNKNOWN UNKNOWN
- ec6792e7-bbc2-4b77-93c4-226e289e202e: $0.33 / gb_month LISTED
Integration plan
- 42112d43-f496-4034-926c-f0fdb10b3748: UNKNOWN
- b39d5562-50b4-41aa-8ac6-a9c40f0f4e21: UNKNOWN
- ec6792e7-bbc2-4b77-93c4-226e289e202e: UNKNOWN
Known gaps & UNKNOWN
- requirement.scale
- requirement.expected_volume
- requirement.geography
- requirement.latency_ms
- requirement.reliability
- requirement.security
- requirement.compliance
- requirement.budget_usd
- requirement.realtime
- requirement.existing_stack
- requirement.languages
- requirement.frameworks