Pith Number

pith:QSXCUGHZ

pith:2024:QSXCUGHZMGNBOEF6KNPOMOP367

not attested not anchored not stored refs pending

Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report

Ayman Asad Khan, Jussi Rasku, Kai Kristian Kemell, Md Toufique Hasan, Pekka Abrahamsson

arxiv:2410.15944 v1 · 2024-10-21 · cs.SE · cs.AI · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QSXCUGHZMGNBOEF6KNPOMOP367}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

ESGLens: An LLM-Based RAG Framework for Interactive ESG Report Analysis and Score Prediction

Receipt and verification

First computed	2026-07-05T09:23:26.975047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84ae2a18f9619a1710be535ee639fbf7ff5c6b34a9a5bbd4258af982b60db386

Aliases

arxiv: 2410.15944 · arxiv_version: 2410.15944v1 · doi: 10.48550/arxiv.2410.15944 · pith_short_12: QSXCUGHZMGNB · pith_short_16: QSXCUGHZMGNBOEF6 · pith_short_8: QSXCUGHZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QSXCUGHZMGNBOEF6KNPOMOP367 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 84ae2a18f9619a1710be535ee639fbf7ff5c6b34a9a5bbd4258af982b60db386

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcbd2659f8d7d3d46746d729a59f490d5b6dfe0a498943342a6716f128275018",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-21T12:21:49Z",
    "title_canon_sha256": "4a6198b81c88f060a79e76fb58fe780b6014e6bc867ba3811f2b50b8c2950cb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15944",
    "kind": "arxiv",
    "version": 1
  }
}