Troubleshooting
Every error is JSON: {"error": {"type": "...", "message": "..."}}. The message says what to fix.
| You see | Why | Fix |
|---|---|---|
401 authentication_error | no Authorization: Bearer header, a mistyped key, or a revoked key | check echo $JERS_API_KEY; ask the gateway owner for a new key |
402 payment_required | the tenant's credit is used up | the owner adds credit with credit add; reads (/v1/models, /v1/usage) still work |
400 Content-Length is not a number | a broken client or proxy | send a correct Content-Length |
413 | the body is over 1 MB (16 MB for /v1/batches and /v1/golden) | send less state; the engine's window is smaller than that anyway |
415 | missing Content-Type: application/json | add the header (curl needs -H "Content-Type: application/json") |
422 ... state must be non-empty text ... | empty state, or a number | send a string, an object or an array of strings |
422 ... questions must be a nonempty mapping | questions missing or empty | at least one question |
422 ... type must be choice, score, or noul | a typo in type | one of the three |
422 ... choice needs 1 to 255 named candidates | criteria missing, empty or too big | a map of option name to description |
422 ... score needs 2 to 10 ordered levels | criteria is not a list of 2 to 10 | a list, low to high |
422 ... a noul's criteria is an object with a true and a false description | a noul's criteria has other keys | {"true": ..., "false": ...}, or leave it out |
422 this request needs N engine questions; the limit per request is 400 | too many questions, option orders or large choices in one request | split the request, or ask fewer orders |
422 ... instructions are required | no instructions | add the question text (a string, object or array) |
422 unknown model ... | a model name Jers does not have | the message lists the names; jers-latest always works |
422 subject must be ... | a subject id with spaces, slashes or over 36 characters | letters, digits, underscore, hyphen |
422 memory.top_k must be ... or memory.min_share ... | top_k not a whole number 1 to 20, min_share not 0.05 to 1 | fix the number |
422 derive: ..., or from POST /v1/memory/rules 422 the name ... is not allowed or ... is not allowed in a condition | an expression uses a name or function that is not allowed | comparisons, arithmetic, and/or/not and the listed functions only (Request options) |
422 robust.orders must be a whole number from 1 to 5, robust must be true or an object ..., windows must be true or an object ..., windows.combine maps question ids to one of max, mean, min | a malformed robust or windows | see Request options |
422 values is an object of at most 50 fields | values is not an object, or too big | send only the fields derive and rules use |
422 a memory line is at most 2000 characters; ... | one line of remember is too long; nothing was stored | split it into facts, one per line |
422 a rule's text is non-empty and at most 500 characters | an empty or long rule text | one short sentence of what to do |
422 text must not be empty or concept must not be empty | remember without text, or forget without a concept | send the text or the concept |
422 context is built by Jers ... | the request sent context | send subject, derive and values; Jers builds the context |
403 signup_disabled or invite_required | self-serve sign-up is off, or needs a code | ask the gateway owner |
404 no such decision and question | a decision_id from another tenant, a typo, or older than 30 days | feedback within 30 days, with the id the decision returned |
409 conflict | a limit: 5,000 golden cases, a subject's 10,000 memory lines (subject '...' holds N lines ...; nothing was stored) or at most 100 rules per subject | delete cases, forget lines, or delete rules first |
422 invalid JSON ... or duplicate JSON key | malformed body, or the same key twice | validate the JSON; JSON with duplicate keys is rejected on purpose |
429 rate_limit_error with Retry-After | over the key's requests per minute, or too many sign-ups from this address today | wait the seconds given; the SDKs retry by themselves |
502 engine_error | the engine or the product behind the gateway is down or answered an error | check GET /health; nothing was charged |
500 server_error | the gateway failed; the message names only the error type (request failed: ...) and the gateway writes no log | tell the gateway owner the time and the request; nothing was charged |
The answer is not what you expected
- A choice picks the least bad option. Add
otherornone_of_these. Overlapping descriptions split the probability; make options exclusive. - A score sits in the middle for everything. Levels written as degree words ("moderate", "severe") do not separate; write each level as a situation ("a workaround exists", "no workaround"). A score over a whole document is blunt; ask per-claim Nouls instead.
- A noul is near 0.5. The engine cannot tell from the state. Add the fact that decides it to the state, or to the subject's memory, and ask a narrower question.
- The memory did not change anything. Check
memory.lines_usedandmemory.lines_seen. Zero used means recall found no line sharing words with the state: put the subject's name and your states' vocabulary in the lines. Fewer seen than used means the lines and the state together are longer than the engine reads;lines_droppedcounts lines that did not fit in its 64 context lines. Usecompare: trueto see the two answers side by side, andplacebo: trueto see whether a change came from what the lines say. - A rule in memory is ignored or backfires. The engine does not compare numbers or read negation: "never 17" makes 17 more likely, "stop below 30" is answered by its words. Leave options that must never be chosen out of the question, write what to do, and put conditions in a rule with
whenso they are checked in code (Rules in memory). Thewarningssay when a line has this problem. - The answer ignores the end of a long state. The engine read only the start:
usage.state_truncatedis true and there is astate_cutwarning. Send the part that matters first, or"windows": true. - A large choice picks strangely. Above 20 options the answer comes from two rounds (
rounds: 2), in groups that follow the order you wrote, and"robust": truedoes not apply; a hierarchy of smaller choices is usually clearer. Up to 20 options, if the answer changes when you reorder them, use"robust": true. - Every request is slow. The engine loads its three checkpoints when it starts (
load_secondsin the engine's/health); only a tenant's fine-tuned checkpoint loads on its first request. After that requests take tens of milliseconds;usage.engine_mssays where the time goes. - Tokens are missing from usage. They appear only when the engine counts them; characters are always counted and are what input would be priced on if it were not free.