beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
Back to Pulse
Tool profile

Mattral/RAG-Multimodal-Financial-Doc-Analysis-and-Recall

stable

Production-grade multimodal RAG for financial document intelligence. Chart understanding · hybrid retrieval · numeric guardrails · multi-tenancy · full observability.

async-processingdocument-intelligenceenterprise-aifinancial-aillama-indexllmmachine-learningmultimodal
Velocity score
0.26/ 10
[STARS]
72
[FORKS]
18
[CONTRIBUTORS]
3
[LAST_COMMIT]
5d ago
OPEN_ON_GITHUB
Velocity class: stable
Is Mattral/RAG-Multimodal-Financial-Doc-Analysis-and-Recall still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
632/ 1000
rag · Mattral/RAG-Multimodal-Financial-Doc-Analysis-and-Recall
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
718
[INSTALL_VEL]
497
[ACTIVITY]
706
[COMMUNITY_SIGNAL]
353

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout