← All architectures
ARCHITECTURE / BOUNDARIES AND AUTHORITY
Find. Extract. Retain. Cite.
SearXNG and Crawl4AI provide distinct search and extraction stages. Source context must survive into synthesis, with the recorded validation state made explicit.
ORDERED FLOW / 4 STAGES
01
Search / SearXNG
02
Extract / Crawl4AI
03
Retain sources
04
Synthesize + cite
INPUT / CANDIDATE SOURCES
Search produces candidate sources; extraction obtains relevant page content. Neither stage alone establishes a grounded final answer.
OUTPUT / CITED SYNTHESIS
Carry origin and source context forward into the response. Preserve citations and expose limits rather than accepting an unsupported summary.
What crosses each boundary.
01 / Search
Use SearXNG to collect candidate sources.
02 / Extract
Use Crawl4AI to obtain relevant page content.
03 / Retain sources
Carry origin and source context into the research evidence.
04 / Synthesize + cite
Build a grounded response with citations and explicit limits.
RECORDED VALIDATION
The supplied implementation state reports infrastructure and extraction validation. These checks are distinct from end-to-end product acceptance.
PENDING ACCEPTANCE
Physical end-to-end synthesis smoke remains pending. It is not presented as completed or as a live research feature in Figma.
PRIVATE INFRASTRUCTURE
Only the logical flow is public. Private endpoints, host information, authorization details and payloads are excluded.
EVIDENCE LIMIT
This conceptual view calls no search service and establishes no current availability of the private infrastructure.
Read the full case ↗
All seven architectures ↗
About the work and career ↗
VALTER LOURENÇO JUNIOR / NCMA SYSTEMS
← All architectures
ARCHITECTURE / BOUNDARIES AND AUTHORITY
Find. Extract. Retain. Cite.
SearXNG and Crawl4AI provide distinct search and extraction stages. Source context must survive into synthesis, with the recorded validation state made explicit.
ORDERED FLOW / 4 STAGES
01
Search / SearXNG
02
Extract / Crawl4AI
03
Retain sources
04
Synthesize + cite
INPUT / CANDIDATE SOURCES
Search produces candidate sources; extraction obtains relevant page content. Neither stage alone establishes a grounded final answer.
OUTPUT / CITED SYNTHESIS
Carry origin and source context forward into the response. Preserve citations and expose limits rather than accepting an unsupported summary.
What crosses each boundary.
01 / Search
Use SearXNG to collect candidate sources.
02 / Extract
Use Crawl4AI to obtain relevant page content.
03 / Retain sources
Carry origin and source context into the research evidence.
04 / Synthesize + cite
Build a grounded response with citations and explicit limits.
RECORDED VALIDATION
The supplied implementation state reports infrastructure and extraction validation. These checks are distinct from end-to-end product acceptance.
PENDING ACCEPTANCE
Physical end-to-end synthesis smoke remains pending. It is not presented as completed or as a live research feature in Figma.
PRIVATE INFRASTRUCTURE
Only the logical flow is public. Private endpoints, host information, authorization details and payloads are excluded.
EVIDENCE LIMIT
This conceptual view calls no search service and establishes no current availability of the private infrastructure.
Read the full case ↗
All seven architectures ↗
About the work and career ↗
VALTER LOURENÇO JUNIOR / NCMA SYSTEMS