Echo
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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