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Product specs, test plans and compliance circulars become queryable evidence for every failure.

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PDF, Markdown, DOCX, plain text · max 50 MB

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Parsed to plain text → split into ~400-token chunks with 80-token overlap → embedded as DOC_CHUNK objects in pgvector. Queryable within seconds.

Chunking inspector

400 tok target · 80 tok overlap · text-embedding-3-small · 1536d

Chunks

6

Total tokens

368

Avg tokens / chunk

61

Embedded

5/6

Release 4.2 checkout scope: coupon application, GST totals, guest checkout, 3DS redirect return, card decline handling, wallet top-up at checkout, EMI conversion at checkout.

Boundary

0 → 202

Overlap

none (head)

Vector

1536d · ‖v‖ 0.995

Model

text-embedding-3-small

[-0.133, 0.014, 0.892, -0.917, -0.063, -0.941, … 1530 more]

Indexed documents

5 of 20 files used

FileTypeSizeChunksUploadedByStatus
release_test_plan_4.2.pdfPDF1.8 MB61969-12-23priya.s Indexed
neobank_product_spec_v4.2.pdfPDF3.4 MB21969-12-11avinash.t Indexed
rbi_kyc_circular_2026.pdfPDF1.1 MB11969-12-14compliance Indexed
upi_transfer_test_plan.docxDOCX820 KB51969-12-08priya.s Indexed
release_notes_2026_07.mdMD62 KB31969-12-18devlead Indexed