Stack · live decision engine
RAG chatbot over your documents
Generated from the live catalog for the requirement below. Coverage gaps are shown as UNKNOWN, never filled.
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
Open shareable report →#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