Joeven — Learn Autonomous AI Agents

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SYNONYMS = {
    "oom": ["oom", "out", "of", "memory", "worker"],
    "dlq": ["dlq", "dead", "letter", "replay"],
}

STOP = {"that", "thing", "from", "last", "week", "please", "the", "a"}

def rewrite(user):
    words = user.lower().replace("?", " ").split()
    out = []
    for w in words:
        if w in STOP:
            continue
        if w in SYNONYMS:
            out.extend(SYNONYMS[w])
        else:
            out.append(w)
    # unique, stable order
    seen = []
    for w in out:
        if w not in seen:
            seen.append(w)
    return " ".join(seen)

CHUNKS = {
    "runbook": "Runner OOM: raise worker memory, then replay the DLQ.",
}

def retrieve(q):
    bag = set(q.split())
    scored = []
    for cid, text in CHUNKS.items():
        scored.append((len(bag & set(text.lower().replace(":", " ").split())), cid))
    scored.sort(reverse=True)
    return scored[0]

raw = "that OOM thing from last week"
print("raw", raw, "->", retrieve(raw.lower()))
print("rewritten", rewrite(raw), "->", retrieve(rewrite(raw)))

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