Echo
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User
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Upload a PDF or DOCX on the left and click Run to start the pipeline.
Pipeline Architecture
PDF Upload
input
L0 · Preprocess
pdfplumber
L1 · Extract
Claude
Classify
Claude
Team Config
JSON + rules
L2 · Infer
Claude
L3 · Normalize
Python
Release + Slack
Claude · highlight rules
KB Entries
Claude · ChromaDB
Update Config
self-learning

          
#product-releases ·
Echo APP
Vocabulary Signals Learned
Push to Slack
# cross-team-leaks destination
Tag user groups (click to insert into message)
Message (edit freely)
Past Runs