Pith Number

pith:HGEBMABT

pith:2024:HGEBMABTJNFYH6QJTG35TNRIJO

not attested not anchored not stored refs pending

Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models

Fei Liu, Xing Han, Zejun Kang

arxiv:2408.05933 v1 · 2024-08-12 · cs.IR · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGEBMABTJNFYH6QJTG35TNRIJO}

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

Combining Large Language Models with Tutoring System Intelligence: A Case Study in Caregiver Homework Support

Receipt and verification

First computed	2026-07-05T08:54:27.170971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39881600334b4b83fa0999b7d9b6284b9bcba748ab4d2a97f515e51d10c24d46

Aliases

arxiv: 2408.05933 · arxiv_version: 2408.05933v1 · doi: 10.48550/arxiv.2408.05933 · pith_short_12: HGEBMABTJNFY · pith_short_16: HGEBMABTJNFYH6QJ · pith_short_8: HGEBMABT

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/HGEBMABTJNFYH6QJTG35TNRIJO \
  | 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: 39881600334b4b83fa0999b7d9b6284b9bcba748ab4d2a97f515e51d10c24d46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0588df53402b5015119daad897e43929f69b64a3acd07b0294736c956396110b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-08-12T06:16:37Z",
    "title_canon_sha256": "e06eaaad2ed01ac98d9e860756a6c01c12acedb03a7efbf1672189f8a03e2c09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05933",
    "kind": "arxiv",
    "version": 1
  }
}