"
+ "Check Quick Start Guide Here 👇: "
+ "Click here "
+ "ERPGulf.com"
+ ).format(settingsUrl, CHANGAI_GUIDE_LINK, ERPGULF_LINK))
+
+ if res.get("is_stale"):
+ frappe.throw(_(
+ "Master Data not updated."
+ "Because of this, results may not be accurate. "
+ "For better accuracy, please open "
+ "Go to Settings Page "
+ "and click on the Update Master Data button in the Training tab.
"
+ "Check Quick Start Guide Here 👇: "
+ "Click here "
+ "ERPGulf.com"
+ ).format(res.get("days"), settingsUrl, CHANGAI_GUIDE_LINK, ERPGULF_LINK))
+
+def generate_orm(state: SQLState) -> SQLState:
+ from changai.changai.api.v2.auto_gen_api import update_masterdata
+ attempt = 0
+ MAX_TRIES = 4
+ payload = {}
+ request_id = state.get("request_id")
+ cud_type = state.get("cud_type")
+ fields = _safe_strip(state.get("selected_fields") or "")
+ entity_cards = state.get("entity_cards") or []
+ entity_block = ""
+ config = ChangAIConfig.get()
+ formatted_q = state.get("formatted_q")
+ prompt = None
+ if not formatted_q:
+ return {**state, "sql": "", "orm": "", "error": "No question to generate SQL for", "sql_prompt": ""}
+ if entity_cards:
+ entity_block = "\n\nENTITY_CARDS:\n" + "\n".join(str(c) for c in entity_cards)
+ if config["retriever_structure"]=="multi line":
+ context = fields + (entity_block or "")
+ context = re.sub(
+ r'\btab([A-Za-z0-9_ ]+)',
+ r'\1',
+ context
+ )
+ try:
+ prompt, user_prompt = get_cud_prompt(cud_type,formatted_q,context)
+ except ValueError as e:
+ return {
+ **state,
+ "error": str(e)
+ }
+ try:
+ while(attempt < MAX_TRIES):
+ payload = get_payload(prompt, user_prompt,state)
+ if payload and payload!={}:
+ break
+ attempt += 1
+ frappe.log_error(f"Empty payload received. Retrying... attempt {attempt}/{MAX_TRIES}")
+ if not payload or payload == {}:
+ frappe.log_error(f"Empty payload received. After all {MAX_TRIES} Tries.")
+ return {"error":f"Failed to generate the payload for {cud_type}"}
+ publish_pipeline_update(
+ request_id,
+ "Payload_generated",
+ "Payload generated"
+ )
+ if cud_type == "insert":
+ response = execute_insert(payload)
+ return {**state,"sql":"","final_prompt":prompt,"payload":payload, "payload_res": response}
+ elif cud_type == "update":
+ response = execute_update(payload)
+ return {**state,"sql":"","final_prompt":prompt,"payload":payload, "payload_res": response}
+ elif cud_type == "delete":
+ response = execute_delete(payload)
+ return {**state,"sql":"","final_prompt":prompt,"payload":payload, "payload_res": response}
+ else:
+ return {
+ **state,
+ "error": f"Unsupported CUD type: {cud_type}"
+ }
+ except frappe.exceptions.ValidationError:
+ raise
+ except Exception as e:
+ return {**state,"error": f"LLM call failed: {e}","sql_prompt":prompt}
+
+
+
# Node 1: Retrive with Fiass Vector Store.
def schema_retriever(state: SQLState) -> SQLState:
config = ChangAIConfig.get()
@@ -431,7 +586,7 @@ def schema_retriever(state: SQLState) -> SQLState:
hits = remote_embedder_request(state.get("formatted_q", "") or state.get("question", ""))
return {**state, "hits": hits}
else:
- out = call_retrieve_multi_line(state.get("formatted_q") or state.get("question") or "",state.get("request_id"),)
+ out = call_retrieve_multi_line(state.get("is_cud"),state.get("formatted_q") or state.get("question") or "",state.get("request_id"),)
return {
**state,
"retrieval_mode": "multi",
@@ -471,12 +626,12 @@ def generate_sql(state:SQLState) -> SQLState:
config = ChangAIConfig.get()
formatted_q = state.get("formatted_q")
if not formatted_q:
- return {**state, "sql": "", "orm": "", "error": "No question to generate SQL for", "sql_prompt": ""}
+ return {**state,"payload":{},"payload_res":None, "sql": "", "orm": "", "error": "No question to generate SQL for", "sql_prompt": ""}
if entity_cards:
entity_block = "\n\nENTITY_CARDS:\n" + "\n".join(str(c) for c in entity_cards)
if config["retriever_structure"]=="multi line":
context = fields + (entity_block or "")
- prompt = fill_sql_prompt(formatted_q, context)
+ prompt = SQL_PROMPT.format(question=formatted_q, context=context)
state["final_prompt"] = prompt
else:
prompt=fill_sql_prompt(formatted_q,state["context"])
@@ -485,21 +640,25 @@ def generate_sql(state:SQLState) -> SQLState:
if not response:
return {**state, "error": "Empty response from LLM", "sql_prompt": prompt}
if isinstance(response, str):
- response = json.loads(response)
+ try:
+ response = json.loads(response)
+ except json.JSONDecodeError:
+ return {
+ **state,
+ "error": "Invalid JSON returned by LLM"
+ }
sql = response.get("sql", "")
- orm = response.get("orm", "")
+ payload = response.get("payload", {})
publish_pipeline_update(
request_id,
"sql_generated",
"SQL generated"
)
- return {**state,"sql_prompt":prompt,"sql":sql,"orm":orm,"error":None}
+ return {**state,"sql_prompt":prompt,"sql":sql,"payload":payload,"error":None,"payload_res": None}
except frappe.exceptions.ValidationError:
raise
except Exception as e:
return {**state,"error": f"LLM call failed: {e}","sql_prompt":prompt}
-
-
# # Node 4:Validate the SQL Generate with meta schema mapping using SQLGlot
def validate_sql(state: SQLState) -> SQLState:
sql = clean_sql(state.get("sql") or "")
@@ -520,6 +679,14 @@ def validate_sql(state: SQLState) -> SQLState:
val = validate_sql_against_mapping(sql, mapping_data, dialect="mysql")
return {**state, "validation": val}
+
+def route_is_cud(state:SQLState):
+ if state.get("is_cud"):
+ return "IS_CUD"
+ else:
+ return "NOT_CUD"
+
+
# # Node 5:Repair Loop :Simple prompt for one more try.
def repair_sqlquery(state: SQLState) -> SQLState:
hints: List[str] = []
@@ -566,33 +733,16 @@ def detect_specific_entities(state: SQLState) -> SQLState:
q = (state.get("formatted_q") or "").strip()
if not q:
return {**state, "entity_cards": [], "entity_raw": None}
+ if state.get("is_cud") and state.get("cud_type") == "insert":
+ return {
+ **state,
+ "entity_cards": [],
+ # "entity_raw": out.get("raw"),
+ }
try:
res = check_file_updates("master_data.yaml")
-
- if not res.get("data"):
- frappe.throw(_(
- "Master Data does not exist. Because of this, results may not be accurate. "
- "For better accuracy, please open "
- "Go to Settings Page "
- "and click on the Update Master Data button in the Training tab.
"
- "Check Quick Start Guide Here 👇: "
- "Click here "
- "ERPGulf.com"
- ).format(settingsUrl, CHANGAI_GUIDE_LINK, ERPGULF_LINK))
-
- if res.get("is_stale") and res.get("days", 0) > 0:
- frappe.throw(_(
- "Your master data is {0} days old. "
- "Because of this, results may not be accurate. "
- "For better accuracy, please open "
- "Go to Settings Page "
- "and click on the Update Master Data button in the Training tab.
"
- "Check Quick Start Guide Here 👇: "
- "Click here "
- "ERPGulf.com"
- ).format(res.get("days"), settingsUrl, CHANGAI_GUIDE_LINK, ERPGULF_LINK))
-
+ check_update(res)
out = call_entity_retriever(False, q, state)
return {
**state,
@@ -683,7 +833,6 @@ def prepare_report_action(state: SQLState) -> SQLState:
response = call_model(prompt, "llm", "")
raw_response = str(response or "").strip()
raw_response = raw_response.replace("```json", "").replace("```", "").strip()
- frappe.logger().info(f"prepare_report_action raw response: {repr(raw_response)}")
if not raw_response:
response = {"report_name": "", "filters": {}}
else:
@@ -728,6 +877,8 @@ def prepare_report_action(state: SQLState) -> SQLState:
workflow.add_node("prepare_report_action", prepare_report_action)
workflow.add_node("create_entity", create_entity)
workflow.set_entry_point("guardrail_router")
+workflow.add_node("generate_orm", generate_orm)
+workflow.add_node("cud_router_node", cud_router_node)
workflow.add_conditional_edges("guardrail_router",route_guardrail,{"ERP":"rewrite_question","NON_ERP":"routeNonErpToAI"})
workflow.add_edge("routeNonErpToAI", END)
workflow.add_conditional_edges(
@@ -737,21 +888,19 @@ def prepare_report_action(state: SQLState) -> SQLState:
"CREATE_ENTITY": "create_entity",
"OPEN_REPORT": "prepare_report_action",
"STOP_FOLLOW":END,
- "CONTINUE": "retrieve",
+ "CONTINUE": "retrieve"
}
)
workflow.add_edge("prepare_report_action", END)
workflow.add_edge("create_entity", END)
-# workflow.add_edge("stop_follow_msg_api", END)
workflow.add_edge("retrieve","detect_entities")
-workflow.add_conditional_edges("detect_entities", route_after_entities, {"CONTEXT":"build_context","DIRECT":"generate_sql"})
-workflow.add_edge("build_context", "generate_sql")
+workflow.add_conditional_edges("detect_entities", route_after_entities, {"CONTEXT":"build_context","DIRECT":"cud_router_node"})
+workflow.add_edge("build_context", "cud_router_node")
+workflow.add_conditional_edges("cud_router_node", route_is_cud, {"IS_CUD":"generate_orm","NOT_CUD":"generate_sql"})
workflow.add_edge("generate_sql",END)
-# workflow.add_conditional_edges("validate_sql",router,{"repair":"repair_sql","end":END})
-# workflow.add_edge("repair_sql","validate_sql")
+workflow.add_edge("generate_orm",END)
checkpointer=MemorySaver()
app=workflow.compile(checkpointer=checkpointer)
-
def _build_match_conditions(doctypes: List[str]) -> str:
conditions = []
for t in doctypes:
@@ -772,15 +921,15 @@ def execute_query(sql: str, doctypes: List[str]) -> Any:
try:
if not sql:
return []
- if not str(sql).lower().strip().startswith("select"):
- frappe.throw(_("Only SELECT queries are allowed."
- "Check Quick Start Guide Here 👇:\n {0}").format(CHANGAI_GUIDE_LINK))
+ # if not str(sql).lower().strip().startswith("select"):
+ # frappe.throw(_("Only SELECT queries are allowed."
+ # "Check Quick Start Guide Here 👇:\n {0}").format(CHANGAI_GUIDE_LINK))
sql = sql.rstrip().rstrip(';')
combined = _build_match_conditions(doctypes)
if combined:
sql = _append_conditions(sql, combined)
return frappe.db.sql(sql, as_dict=True)
- except PermissionError:
+ except frappe.PermissionError:
return {
"error": _("You do not have permission to access this data. Check the Quick Start Guide here 👇: {0}").format(
f'Click here
ERPGulf.com'
@@ -841,7 +990,6 @@ def _handle_sql_result(
sql_prompt: Optional[str],
final: Optional[Dict],
sql: str,
- orm: Optional[str],
formatted_q: Optional[str],
fields: Optional[str],
selected_tables: Optional[List],
@@ -856,12 +1004,20 @@ def _handle_sql_result(
selected_tables = selected_tables or []
fields = fields or ""
formatted_q = formatted_q or user_question
+ sql_result=[]
+ extracted_tables=[]
+ formatted_result =""
+ payload = {}
try:
request_id = request_id or final.get("request_id")
org_sql = final.get("sql") or sql
- extracted_tables = extract_tables_from_sql(sql)
+ payload = final.get("payload") or {}
+ payload_res = final.get("payload_res")
+ if org_sql:
+ extracted_tables = extract_tables_from_sql(org_sql)
try:
- sql_result = execute_query(sql, extracted_tables)
+ if sql:
+ sql_result = execute_query(sql, extracted_tables)
except Exception as e:
# err = str(e)
final["error"] = str(e)
@@ -873,7 +1029,70 @@ def _handle_sql_result(
context = (final.get("context") or final.get("selected_fields") or fields or "")[:800]
contains_values = final.get("contains_values") or entity_debug.get("contains_values") or ""
err = final.get("error")
- formatted_result = format_data(user_question, sql_result)
+
+ payload_res = final.get("payload_res")
+
+ if payload_res:
+ # ✅ Check if it's an error response
+ if payload_res.get("error") and not payload_res.get("success"):
+ error_msg = payload_res.get("error", "Unknown error occurred")
+ # Clean HTML tags if any
+ clean_msg = re.sub(r'<[^>]+>', '', error_msg)
+ publish_pipeline_update(
+ request_id,
+ "format_data_completed",
+ "Completed Formatting Result",
+ done=True
+ )
+ save_turn_2(
+ session_id=chat_id,
+ user_text=formatted_q,
+ bot_text=f"❌ {clean_msg}",
+ type_="erp"
+ )
+ save_logs(
+ user_question=user_question,
+ formatted_q=formatted_q,
+ context=context,
+ payload=payload,
+ sql=sql,
+ val=val,
+ err=clean_msg,
+ result=[],
+ formatted_result=f"❌ {clean_msg}",
+ tables=selected_tables,
+ fields=fields,
+ entity_debug=entity_debug,
+ type_="ERP"
+ )
+ return {
+ "Model returned SQL": "",
+ "context": context,
+ "payload": payload,
+ "entity_words": [],
+ "Question": user_question,
+ "payload_res": payload_res,
+ "Formated Question": formatted_q,
+ "Cleaned SQL": "",
+ "Tables": selected_tables,
+ "Fields": fields,
+ "Entity Values present ?": "",
+ "Validation": {},
+ "Error": clean_msg,
+ "result": [],
+ "EntityDebug": entity_debug,
+ "Bot": {
+ "answer": f"❌ {clean_msg}"
+ }
+ }
+
+ # ✅ Normal success case
+ formatted_result = format_data(user_question, payload_res)
+ elif sql:
+ formatted_result = format_data(
+ user_question,
+ sql_result
+ )
publish_pipeline_update(
request_id,
"format_data_completed",
@@ -891,6 +1110,7 @@ def _handle_sql_result(
except Exception as e:
save_logs(
user_question=user_question,
+ payload=payload,
formatted_q=formatted_q,
context=context,
sql=sql,
@@ -908,6 +1128,7 @@ def _handle_sql_result(
user_question=user_question,
formatted_q=formatted_q,
context=context,
+ payload=payload,
sql=sql,
val=val,
err=err if err else "",
@@ -921,11 +1142,12 @@ def _handle_sql_result(
return {
"Model returned SQL": org_sql,
"context": context,
+ "payload":payload,
"entity_words": entity_words,
"Question": user_question,
+ "payload_res":final.get("payload_res"),
"Formated Question": formatted_q,
"Cleaned SQL": sql,
- "ORM": orm,
"Tables": selected_tables,
"Fields": fields,
"Entity Values present ?": contains_values,
@@ -933,7 +1155,7 @@ def _handle_sql_result(
"Error": err,
"result": sql_result,
"EntityDebug": entity_debug if entity_debug.get("contains_values") else None,
- "Bot": formatted_result,
+ "Bot": formatted_result
}
RETRY_PROMPT = read_asset("retry_sys_prompt.txt",base="prompts")
RETRY_USER_PROMPT = read_asset("retry_user_prompt.txt",base="prompts")
@@ -946,158 +1168,325 @@ def retry_sql(sql, error, formatted_q, sql_prompt):
retried_sql = clean_sql(rewritten_json.get("sql") or "")
retried_orm = clean_sql(rewritten_json.get("orm") or "")
except Exception:
- return "", "", {"ok": False, "error": "Retry failed to parse response"}
+ return "",{"ok": False, "error": "Retry failed to parse response"}
if not retried_sql:
- return "", "", {"ok": False, "error": "Retry returned empty SQL"}
+ return "",{"ok": False, "error": "Retry returned empty SQL"}
val_res = validate_sql_schema(retried_sql)
- return retried_sql, retried_orm, val_res
+ return retried_sql, val_res
def is_thread_erp(q:str,chat_id:str):
msg_type = get_last_thread_message(chat_id)
- if msg_type == "erp" and is_erp_query(False,q, THREAD_WORDS,90):
+ if msg_type == "erp" and is_erp_query(False,q, THREAD_WORDS,98):
return True
else:
return False
@frappe.whitelist(allow_guest=False)
-def run_text2sql_pipeline(user_question: str, chat_id: str, request_id: str, sendNonErptoAI: bool = False) -> Dict:
- err = ""
+def run_text2sql_pipeline(
+ user_question: str,
+ chat_id: str,
+ request_id: str,
+ sendNonErptoAI: bool = False
+) -> Dict:
+
memory_status = check_memory_status()
+
+ # --------------------------------------------------
+ # CACHE
+ # --------------------------------------------------
logs = find_similar_log_question(user_question)
- if logs.get("matched") and logs["error"] == "" and logs.get("type") != "NonERP":
- publish_pipeline_update(request_id, "cache_hit", "Using cached result")
- # return True,logs
- # if logs.get("rewritten_question") == "Not formatted as its NONERP":
- # return _handle_non_erp_(logs.get("result"),logs.get("rewritten_question"),logs.get("error"), user_question, chat_id)
+
+ if logs.get("matched"):
+ publish_pipeline_update(
+ request_id,
+ "cache_hit",
+ "Using cached result"
+ )
+
formatted_q = logs.get("rewritten_question")
sql = logs.get("sql")
+
tables = json.loads(logs.get("tables") or "[]")
- fields =logs.get("fields") or ""
+ fields = logs.get("fields") or ""
entity_debug = json.loads(logs.get("entity_debug") or "{}")
+
return _handle_sql_result(
- memory_status,
- request_id,
- None,
- {},
- sql,
- None,
- formatted_q,
- fields,
- tables,
- {"ok": True, "from_cache": True},
- entity_debug,
- user_question,
- chat_id
-)
- else:
- final, err_response = _invoke_pipeline(user_question, chat_id, request_id, sendNonErptoAI)
- if err_response:
- return err_response
+ memory_status,
+ request_id,
+ None,
+ {},
+ sql,
+ formatted_q,
+ fields,
+ tables,
+ {"ok": True, "from_cache": True},
+ entity_debug,
+ user_question,
+ chat_id
+ )
+
+ # --------------------------------------------------
+ # PIPELINE INVOCATION
+ # --------------------------------------------------
+ final, err_response = _invoke_pipeline(
+ user_question,
+ chat_id,
+ request_id,
+ sendNonErptoAI
+ )
+ if err_response:
+ return err_response
- entity_debug = {
- "contains_values": final.get("contains_values"),
- "entity_cards": final.get("entity_cards") or [],
+ if not final:
+ return {
+ "error": "Pipeline returned empty state"
}
+ if (final.get("query_type") or "NON_ERP") == "NON_ERP":
- if (final.get("query_type") or "NON_ERP") == "NON_ERP":
- non_erp_res = _safe_strip(final.get("non_erp_res", ""))
- formatted_q = _safe_strip(final.get("formatted_q", ""))
- err = final.get("error")
- return _handle_non_erp_(non_erp_res,formatted_q,err, user_question,request_id, chat_id)
+ non_erp_res = _safe_strip(final.get("non_erp_res", ""))
+ formatted_q = _safe_strip(final.get("formatted_q", ""))
+ err = final.get("error")
- sql = clean_sql(final.get("sql")) or ""
- orm = clean_sql(final.get("orm") or "")
- formatted_q = _safe_strip(final.get("formatted_q") or "")
- if final.get("create_entity") is True:
- return {
- "create_entity":True,
- "doc": final.get("doc"),
- "entity_name": final.get("entity_name")
- }
- if final.get("open_report") is True:
- return {
- "open_report": True,
- "report_name": final.get("report_name"),
- "filters": final.get("filters") or {},
- "reports_filter_before_call": final.get("reports_filter_before_call"),
- "entity_raw": final.get("entity_raw"),
- "question_rewritten": formatted_q
- }
- formatted_q = formatted_q or ""
+ return _handle_non_erp_(
+ non_erp_res,
+ formatted_q,
+ err,
+ user_question,
+ request_id,
+ chat_id
+ )
- if final.get("stop_followup"):
- save_turn_2(session_id=chat_id, user_text=user_question, bot_text=final.get("message"),type_="non_erp")
- save_logs(
- user_question=user_question,
- formatted_q="",
- context=None,
- sql=None,
- val=None,
- err=err if err else "",
- result=None,
- formatted_result=final.get("message"),
- tables=None,
- fields=None,
- entity_debug=None,
- type_="NonERP"
- )
- publish_pipeline_update(
- request_id,
- "Stop follow-up detected",
- "Stop follow-up detected",
- data={"message": final.get("message")},
- done=True)
- return {
- "Model returned SQL": None,
- "context": None,
- "entity_words": None,
- "Question": user_question,
- "Formated Question": formatted_q,
- "Cleaned SQL": None,
- "stop_followup": True,
- "ORM": None,
- "Tables": None,
- "Fields": None,
- "Entity Values present ?": None,
- "Validation": None,
- "Error": err,
- "result": None,
- "EntityDebug": None,
- "Bot": final.get("message"),
+ if final.get("create_entity") is True:
+ return {
+ "create_entity": True,
+ "doc": final.get("doc"),
+ "entity_name": final.get("entity_name")
+ }
+
+ if final.get("open_report") is True:
+ return {
+ "open_report": True,
+ "report_name": final.get("report_name"),
+ "filters": final.get("filters") or {},
+ "reports_filter_before_call": final.get("reports_filter_before_call"),
+ "entity_raw": final.get("entity_raw"),
+ "question_rewritten": _safe_strip(final.get("formatted_q") or "")
+ }
+
+ if final.get("stop_followup"):
+
+ save_turn_2(
+ session_id=chat_id,
+ user_text=user_question,
+ bot_text=final.get("message"),
+ type_="non_erp"
+ )
+
+ save_logs(
+ user_question=user_question,
+ formatted_q="",
+ context=None,
+ payload=final.get("payload") or None,
+ sql=None,
+ val=None,
+ err=final.get("error") or "",
+ result=None,
+ formatted_result=final.get("message"),
+ tables=None,
+ fields=None,
+ entity_debug=None,
+ type_="NonERP"
+ )
+
+ publish_pipeline_update(
+ request_id,
+ "Stop follow-up detected",
+ "Stop follow-up detected",
+ data={"message": final.get("message")},
+ done=True
+ )
+
+ return {
+ "Model returned SQL": None,
+ "context": None,
+ "entity_words": None,
+ "Question": user_question,
+ "Formated Question": _safe_strip(final.get("formatted_q") or ""),
+ "Cleaned SQL": None,
+ "stop_followup": True,
+ "ORM": None,
+ "Tables": None,
+ "Fields": None,
+ "Entity Values present ?": None,
+ "Validation": None,
+ "Error": final.get("error"),
+ "result": None,
+ "EntityDebug": None,
+ "Bot": final.get("message"),
+ }
+ payload = final.get("payload") or {}
+ payload_res = final.get("payload_res")
+ sql = clean_sql(final.get("sql")) or ""
+ formatted_q = _safe_strip(final.get("formatted_q") or "")
+ context = final.get("context") or ""
+ selected_tables = final.get("selected_tables") or []
+ fields = _safe_strip(final.get("selected_fields") or "")
+ sql_prompt = _safe_strip(final.get("sql_prompt") or "")
+ entity_debug = {
+ "contains_values": final.get("contains_values"),
+ "entity_cards": final.get("entity_cards") or [],
}
- selected_tables = final.get("selected_tables") or []
- fields = _safe_strip(final.get("selected_fields") or "")
- sql_prompt = _safe_strip(final.get("sql_prompt") or "")
- final_prompt = final.get("final_prompt") or ""
- entity_words=final.get("entity_words") or []
- try:
- context = final.get("context")
- except Exception as e:
- frappe.log_error(e, "Error occurred while fetching final values")
- err = final.get("error")
+ err = final.get("error")
+ res = {}
+ if payload_res:
+ return _handle_sql_result(
+ memory_status,
+ request_id,
+ sql_prompt,
+ final,
+ sql,
+ formatted_q,
+ fields,
+ selected_tables,
+ res,
+ entity_debug,
+ user_question,
+ chat_id
+ )
+ if sql:
res = validate_sql_schema(sql)
- publish_pipeline_update(request_id, "sql_validated", _("SQL validation Completed"))
- # valid on first try
- if res.get("ok") and sql.upper().startswith("SELECT"):
- return _handle_sql_result(memory_status,request_id, sql_prompt, final, sql, orm,
- formatted_q, fields, selected_tables, res,
- entity_debug, user_question, chat_id)
- # retry 2
- retried_sql2, retried_orm2, retry2_val_res = retry_sql(sql, res.get("error"), formatted_q, sql_prompt)
+ publish_pipeline_update(
+ request_id,
+ "sql_validated",
+ _("SQL validation Completed")
+ )
+ if res.get("ok"):
+ return _handle_sql_result(
+ memory_status,
+ request_id,
+ sql_prompt,
+ final,
+ sql,
+ formatted_q,
+ fields,
+ selected_tables,
+ res,
+ entity_debug,
+ user_question,
+ chat_id
+ )
+
+ retried_sql2, retry2_val_res = retry_sql(
+ sql,
+ res.get("error"),
+ formatted_q,
+ sql_prompt
+ )
+
if retry2_val_res.get("ok"):
- return _handle_sql_result(memory_status,request_id, sql_prompt, final, retried_sql2, retried_orm2,
- formatted_q, fields, selected_tables, retry2_val_res,
- entity_debug, user_question, chat_id)
+ return _handle_sql_result(
+ memory_status,
+ request_id,
+ sql_prompt,
+ final,
+ retried_sql2,
+ formatted_q,
+ fields,
+ selected_tables,
+ retry2_val_res,
+ entity_debug,
+ user_question,
+ chat_id
+ )
+
+ retried_sql3, retry3_val_res = retry_sql(
+ retried_sql2,
+ retry2_val_res.get("error"),
+ formatted_q,
+ sql_prompt
+ )
- # retry 3
- retried_sql3, retried_orm3, retry3_val_res = retry_sql(retried_sql2, retry2_val_res.get("error"), formatted_q, sql_prompt)
if retry3_val_res.get("ok"):
- return _handle_sql_result(memory_status,request_id, sql_prompt, final, retried_sql3, retried_orm3,
- formatted_q, fields, selected_tables, retry3_val_res,
- entity_debug, user_question, chat_id)
-
- # all retries failed
- final_error = retry2_val_res.get("error") or retry3_val_res.get("error") or res.get("error") or "SQL not valid or missing"
- return _error_response(memory_status, user_question, formatted_q, context,
- selected_tables, fields, retried_sql2 or sql,
- retry2_val_res, entity_debug, 2, final_error, err)
+ return _handle_sql_result(
+ memory_status,
+ request_id,
+ sql_prompt,
+ final,
+ retried_sql3,
+ formatted_q,
+ fields,
+ selected_tables,
+ retry3_val_res,
+ entity_debug,
+ user_question,
+ chat_id
+ )
+
+ final_error = (
+ retry3_val_res.get("error")
+ or retry2_val_res.get("error")
+ or res.get("error")
+ or "SQL not valid or missing"
+ )
+ return _error_response(
+ memory_status,
+ user_question,
+ formatted_q,
+ context,
+ selected_tables,
+ fields,
+ retried_sql3 or retried_sql2 or sql,
+ retry3_val_res,
+ entity_debug,
+ 2,
+ final_error,
+ err
+ )
+ return _error_response(
+ memory_status,
+ user_question,
+ formatted_q,
+ context,
+ selected_tables,
+ fields,
+ sql,
+ {},
+ entity_debug,
+ 1,
+ "No SQL or Payload generated",
+ err
+ )
+
+
+
+@frappe.whitelist(allow_guest=False)
+def guardrail_router_test(
+ question: str,
+ chat_id: str = None,
+ request_id: str = "test_001"
+):
+ try:
+ is_erp = is_erp_query(False, question, BUSINESS_KEYWORDS, 98)
+ if is_erp:
+ query_type = "ERP"
+ elif chat_id and is_thread_erp(question, chat_id):
+ query_type = "ERP"
+ else:
+ query_type = "NON_ERP"
+
+ return {
+ "success": True,
+ "question": question,
+ "query_type": query_type,
+ "is_erp_match": bool(is_erp),
+ "is_thread_erp": bool(chat_id and is_thread_erp(question, chat_id))
+ }
+
+ except Exception as e:
+ frappe.log_error(frappe.get_traceback(), "Guardrail Router Test Error")
+ return {
+ "success": False,
+ "question": question,
+ "query_type": "NON_ERP",
+ "error": str(e)
+ }
\ No newline at end of file
diff --git a/changai/changai/doctype/changai_logs/changai_logs.json b/changai/changai/doctype/changai_logs/changai_logs.json
index aece98c..0cc74e8 100644
--- a/changai/changai/doctype/changai_logs/changai_logs.json
+++ b/changai/changai/doctype/changai_logs/changai_logs.json
@@ -6,19 +6,22 @@
"engine": "InnoDB",
"field_order": [
"user_question",
- "rewritten_question",
"schema_retrieved",
+ "payload",
+ "formatted_result",
+ "column_break_gzja",
+ "rewritten_question",
"sql_generated",
"result",
- "formatted_result",
"validation_and_error_section",
"error",
- "validation",
"tries",
+ "type",
+ "validation",
+ "column_break_dbio",
"fields",
"tables",
- "entity",
- "type"
+ "entity"
],
"fields": [
{
@@ -91,12 +94,25 @@
"fieldtype": "Select",
"label": "Type",
"options": "ERP\nNonERP"
+ },
+ {
+ "fieldname": "payload",
+ "fieldtype": "Long Text",
+ "label": "Payload for Create,update,delete"
+ },
+ {
+ "fieldname": "column_break_gzja",
+ "fieldtype": "Column Break"
+ },
+ {
+ "fieldname": "column_break_dbio",
+ "fieldtype": "Column Break"
}
],
"grid_page_length": 50,
"index_web_pages_for_search": 1,
"links": [],
- "modified": "2026-06-04 12:40:18.522183",
+ "modified": "2026-06-17 13:36:19.283794",
"modified_by": "Administrator",
"module": "Changai",
"name": "ChangAI Logs",
diff --git a/changai/changai/doctype/changai_settings/changai_settings.js b/changai/changai/doctype/changai_settings/changai_settings.js
index 82c086b..81a31a6 100644
--- a/changai/changai/doctype/changai_settings/changai_settings.js
+++ b/changai/changai/doctype/changai_settings/changai_settings.js
@@ -280,25 +280,25 @@ async function check_updates(file_name) {
});
const is_stale = r.message?.is_stale;
const data = r.message?.data;
- const days = r.message?.days ?? 0;
const last_sync = r.message?.last_sync;
- const date = frappe.datetime.str_to_obj(last_sync);
- const formatted_date = date.toLocaleString();
+ const date = new Date(last_sync); // no " UTC" suffix
+ const formatted_date = date.toLocaleString(undefined, {
+ year: "numeric",
+ month: "short",
+ day: "numeric",
+ hour: "2-digit",
+ minute: "2-digit",
+ hour12: false
+ });
let badge_class = "badge-yellow";
let badge_text = "Unknown";
if (is_stale === true) {
- if (days > 1) {
- badge_class = "badge-yellow";
- badge_text = `${formatted_date}`
- }
- else {
- badge_class = "badge-green";
- badge_text = `${formatted_date}`
- }
-
+ badge_class = "badge-yellow";
+ badge_text = `${formatted_date}`
}
+
if (is_stale === false) {
if (data) {
badge_class = "badge-green";
@@ -312,7 +312,6 @@ async function check_updates(file_name) {
return {
badge_class,
badge_text,
- days,
formatted_date
- };
-}
\ No newline at end of file
+ }
+}
diff --git a/changai/changai/doctype/changai_settings/changai_settings.json b/changai/changai/doctype/changai_settings/changai_settings.json
index df9b4a7..e1af778 100644
--- a/changai/changai/doctype/changai_settings/changai_settings.json
+++ b/changai/changai/doctype/changai_settings/changai_settings.json
@@ -5,13 +5,14 @@
"doctype": "DocType",
"engine": "InnoDB",
"field_order": [
- "server_section",
+ "section_break_ubdl",
"enable_changai",
+ "gemini_authentication_free_tier",
+ "gemini_api_key",
+ "server_section",
"remote",
"from_language",
"to_language",
- "gemini_authentication_free_tier_section",
- "gemini_api_key",
"models_section",
"embedder",
"qwen3_4b_instruct",
@@ -32,6 +33,8 @@
"result_formatting",
"remote_server_tab",
"replicate_section",
+ "column_break_enbc",
+ "column_break_nomz",
"prediction_url",
"deploy_url",
"llm_version_id",
@@ -301,11 +304,6 @@
"label": "To Language",
"options": "Language"
},
- {
- "fieldname": "gemini_authentication_free_tier_section",
- "fieldtype": "Section Break",
- "label": "Gemini Authentication (Free Tier)"
- },
{
"fieldname": "section_break_qwlc",
"fieldtype": "Section Break",
@@ -386,13 +384,30 @@
"fieldname": "enable_changai",
"fieldtype": "Check",
"label": "Enable changAI"
+ },
+ {
+ "fieldname": "section_break_ubdl",
+ "fieldtype": "Section Break"
+ },
+ {
+ "fieldname": "column_break_enbc",
+ "fieldtype": "Column Break"
+ },
+ {
+ "fieldname": "column_break_nomz",
+ "fieldtype": "Column Break"
+ },
+ {
+ "fieldname": "gemini_authentication_free_tier",
+ "fieldtype": "Section Break",
+ "label": "Gemini Authentication (Free Tier)"
}
],
"grid_page_length": 50,
"index_web_pages_for_search": 1,
"issingle": 1,
"links": [],
- "modified": "2026-05-21 16:38:55.838611",
+ "modified": "2026-06-15 07:18:36.158706",
"modified_by": "Administrator",
"module": "Changai",
"name": "ChangAI Settings",
diff --git a/changai/changai/prompts/create_entity_prompt.txt b/changai/changai/prompts/create_entity_prompt.txt
index bf155ab..2bddc24 100644
--- a/changai/changai/prompts/create_entity_prompt.txt
+++ b/changai/changai/prompts/create_entity_prompt.txt
@@ -13,6 +13,18 @@ Rules:
- Return only valid JSON.
- Do not return explanations or extra text.
- If no suitable DocType is found, return {{"doctype": ""}}
+- If entity names/values are present in the question (like customer names, supplier names, item codes, project names etc.), extract them into entity_words list.
+- If no entity values are found, return an empty list for entity_words.
Output format:
-{{"doctype": "chosen_doctype_name"}}
\ No newline at end of file
+{{
+ "doctype": "chosen_doctype_name",
+ "entity_words": ["value1", "value2"]
+}}
+
+Examples:
+- "Create a new customer John Doe" → {{"doctype": "Customer", "entity_words": ["John Doe"]}}
+- "Add supplier ABC Trading LLC" → {{"doctype": "Supplier", "entity_words": ["ABC Trading LLC"]}}
+- "Create quotation for Customer ABC with item X" → {{"doctype": "Quotation", "entity_words": ["ABC", "X"]}}
+- "Create a new lead" → {{"doctype": "Lead", "entity_words": []}}
+- "Add a new item" → {{"doctype": "Item", "entity_words": []}}
\ No newline at end of file
diff --git a/changai/changai/prompts/cud_prompt.txt b/changai/changai/prompts/cud_prompt.txt
new file mode 100644
index 0000000..35d063d
--- /dev/null
+++ b/changai/changai/prompts/cud_prompt.txt
@@ -0,0 +1,321 @@
+You are a RESTRICTED Frappe ORM payload generator.
+You have NO knowledge of ERPNext, databases, or any schema beyond what is written in SCHEMA CONTEXT.
+SCHEMA CONTEXT is your entire universe. Nothing outside it exists.
+ABSOLUTE LAW: Only use fields and tables from SCHEMA CONTEXT.
+Empty payload = critical failure.
+
+═══ FIELD & TABLE LAW (ABSOLUTE — ZERO EXCEPTIONS) ═══
+BEFORE writing any field or table name, locate it physically in SCHEMA CONTEXT.
+ FOUND → you may use it, only under the table it is listed.
+ NOT FOUND → it does not exist. Do not write it. Do not guess it. Do not remember it.
+
+- A field listed under tabCustomer CANNOT appear in a payload for tabEmployee unless
+ an explicit link field (→) exists in SCHEMA CONTEXT.
+- Do NOT assume any relationship between tables. If no link field exists → no cross reference.
+- Never use any fields or tables that are not given in SCHEMA CONTEXT.
+- Never assume fields. Only use the fields and tables that exist in SCHEMA CONTEXT.
+- NEVER return empty payload. Always generate the best possible payload using the closest available fields and tables from SCHEMA CONTEXT.
+
+═══ SELF-CHECK PROTOCOL (MANDATORY BEFORE OUTPUT) ═══
+For every field in your payload, answer internally:
+ Q: Is this field listed under THIS exact table in SCHEMA CONTEXT?
+ YES → keep it.
+ NO → remove it immediately. No exceptions.
+
+For every doctype in your payload, answer internally:
+ Q: Is this table present in SCHEMA CONTEXT?
+ YES → keep it.
+ NO → remove it immediately. No exceptions.
+
+═══ OPERATION DETECTION LAW ═══
+Detect the correct operation from the user question:
+ - "create", "add", "insert", "new" → INSERT operation
+ - "update", "change", "set", "modify" → UPDATE operation
+ - "delete", "remove", "cancel" → DELETE operation
+
+Never mix operations. One payload = one operation only.
+Never generate SELECT payloads. This prompt is strictly for INSERT, UPDATE, DELETE.
+
+═══ PAYLOAD OPERATIONS & FORMAT ═══
+
+── INSERT OPERATIONS ──────────────────────────────────────
+
+CASE 1 — insert_main (single doc insert):
+Use when: user wants to create a new main document.
+{
+ "operation": "insert_main",
+ "doctype": "",
+ "data": {
+ "": ""
+ }
+}
+
+CASE 2 — insert_child (add row to existing doc child table):
+Use when: user wants to add a row to an existing document's child table.
+{
+ "operation": "insert_child",
+ "doctype": "",
+ "filters": {"name": ""},
+ "child_table": "",
+ "data": {
+ "": ""
+ }
+}
+
+CASE 3 — insert_linked (create linked doc and link to parent):
+Use when: user wants to create a Contact, Address, or similar linked doc and attach it to a parent.
+{
+ "operation": "insert_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {
+ "": ""
+ }
+}
+
+CASE 4 — insert_linked_child (create linked doc with its own child rows and link to parent):
+Use when: user wants to create a Contact/Address with phone, email, or other child rows and link it.
+{
+ "operation": "insert_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {
+ "": ""
+ },
+ "child_rows": {
+ "": [
+ {"": ""}
+ ]
+ }
+}
+
+CASE 5 — insert_bulk (insert multiple main docs):
+Use when: user wants to create multiple records at once.
+Max 50 records allowed. If more than 50 → return error payload.
+{
+ "operation": "insert_bulk",
+ "doctype": "",
+ "records": [
+ {"": ""},
+ {"": ""}
+ ]
+}
+
+CASE 6 — insert_if_not_exists (insert only if record does not already exist):
+Use when: user says "only if not exists", "if not already", or similar.
+{
+ "operation": "insert_if_not_exists",
+ "doctype": "",
+ "filters": {"": ""},
+ "data": {
+ "": ""
+ }
+}
+
+── UPDATE OPERATIONS ──────────────────────────────────────
+
+CASE 1 — update (single or bulk update, max 50 records):
+Use when: user wants to update one or more main documents.
+{
+ "operation": "update",
+ "doctype": "",
+ "filters": {"": ""},
+ "data": {
+ "": ""
+ },
+ "bulk": true/false
+}
+
+CASE 2 — update with cross_filters (JOIN-based update):
+Use when: user wants to update records based on a condition from another linked table.
+{
+ "operation": "update",
+ "doctype": "",
+ "filters": {},
+ "cross_filters": {
+ "doctype": "",
+ "filters": {"": ""},
+ "link_field": ""
+ },
+ "data": {
+ "": ""
+ },
+ "bulk": true
+}
+
+CASE 3 — update_child (update specific child table rows):
+Use when: user wants to update a specific row inside a child table of a document.
+{
+ "operation": "update_child",
+ "doctype": "",
+ "name": "",
+ "child_table": "",
+ "child_filters": {"": ""},
+ "data": {
+ "": ""
+ }
+}
+
+CASE 4 — update_linked (update a linked doc like Contact or Address):
+Use when: user wants to update a field on a linked document (Contact, Address) attached to a parent.
+{
+ "operation": "update_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {
+ "": ""
+ }
+}
+
+CASE 5 — update_linked_child (update child row inside a linked doc):
+Use when: user wants to update a specific row (phone, email) inside a linked doc's child table.
+{
+ "operation": "update_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "child_table": "",
+ "child_filters": {"": ""},
+ "data": {
+ "": ""
+ }
+}
+
+── DELETE OPERATIONS ──────────────────────────────────────
+
+CASE 1 — delete (single or bulk delete, max 50 records):
+Use when: user wants to delete one or more main documents.
+{
+ "operation": "delete",
+ "doctype": "",
+ "filters": {"": ""}
+}
+
+CASE 2 — delete_child (remove specific child table rows):
+Use when: user wants to remove a specific row from a child table inside a document.
+{
+ "operation": "delete_child",
+ "doctype": "",
+ "name": "",
+ "child_table": "",
+ "child_filters": {"": ""}
+}
+
+CASE 3 — delete_linked (delete a linked doc like Contact or Address):
+Use when: user wants to delete a Contact, Address, or similar linked doc attached to a parent.
+{
+ "operation": "delete_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": ""
+}
+
+CASE 4 — delete_linked_child (remove a child row from a linked doc):
+Use when: user wants to remove a specific phone, email, or row from a linked doc's child table.
+{
+ "operation": "delete_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "child_table": "",
+ "child_filters": {"": ""}
+}
+
+═══ ENTITY FILTERING LAW ═══
+- If ENTITY_CARDS exist, use ONLY those exact entity values in entity card (no spelling/case changes).
+- NEVER use entity string literals directly from the user question in payload values.
+- Match user-mentioned names to the closest ENTITY_CARD using typos, phonetic matching, fuzzy matching, abbreviations, and partial names.
+- Always use the exact entity card filter_field and filter_value in filters.
+- Consider very bad typos, pronunciation similarity, sound-alike names, abbreviations, and partial matches when matching user entity text with entity cards.
+- Always use the filter_field given in entity cards for filtering with that entity value.
+
+═══ DATE RESOLUTION LAW (ABSOLUTE — ZERO EXCEPTIONS) ═══
+NEVER hardcode or guess dates. NEVER imagine a date value.
+Always resolve relative date references dynamically using Frappe utils:
+
+ "today" → frappe.utils.today()
+ "yesterday" → frappe.utils.add_days(frappe.utils.today(), -1)
+ "tomorrow" → frappe.utils.add_days(frappe.utils.today(), 1)
+ "next week" → frappe.utils.add_days(frappe.utils.today(), 7)
+ "last week" → frappe.utils.add_days(frappe.utils.today(), -7)
+ "next month" → frappe.utils.add_months(frappe.utils.today(), 1)
+ "last month" → frappe.utils.add_months(frappe.utils.today(), -1)
+
+Always write the Frappe util expression as the value — never a hardcoded date string.
+
+═══ LINKED FIELD VALIDATION LAW ═══
+Before setting any Link field value in a payload:
+- Verify the linked doctype exists in SCHEMA CONTEXT.
+- Never set a Link field to a value that cannot be verified.
+- If a linked value does not exist in SCHEMA CONTEXT, flag it clearly.
+- Never invent linked document names or codes.
+
+═══ BULK LIMIT LAW ═══
+- insert_bulk: maximum 50 records. If user requests more → return error.
+- update bulk: maximum 50 records matched. If more → instruct user to narrow filters.
+- delete bulk: maximum 50 records matched. If more → instruct user to narrow filters.
+
+═══ CHILD TABLE LAW ═══
+- Child table fieldname must exist in SCHEMA CONTEXT under the parent doctype.
+- Child table row fields must exist in SCHEMA CONTEXT under the child table.
+- Never assume child table names or fields.
+- For child table operations always include parent, parenttype, parentfield implicitly — the ORM handles this.
+
+═══ SCHEMA RANKING AWARENESS ═══
+- SCHEMA CONTEXT is retrieved via semantic search — relevant tables/fields may appear
+ low in the list due to weak retrieval ranking. Do NOT treat rank as relevance.
+- Scan the ENTIRE SCHEMA CONTEXT before selecting any table or field.
+- Choose the most semantically correct table/field for the question
+ even if it appears last in SCHEMA CONTEXT.
+- Ranking is a retrieval artifact. Correctness is your responsibility.
+
+═══ DOCSTATUS LAW ═══
+- Never set docstatus manually in INSERT payloads — Frappe handles this automatically.
+- For UPDATE: only set docstatus if user explicitly asks to submit or cancel a document.
+ submit → docstatus = 1
+ cancel → docstatus = 2
+- Never set docstatus on master/setup doctypes:
+ Customer, Supplier, Item, Employee, Warehouse, Territory, Address, Contact,
+ User, Item Group, Customer Group, Company, Country, Currency, UOM,
+ Cost Center, Department, Project, Lead, Opportunity.
+
+═══ STRICT RULES ═══
+- Never generate SELECT payloads. This prompt is for INSERT, UPDATE, DELETE only.
+- Never return SQL. Return ONLY Frappe ORM payload JSON.
+- Never leave payload data empty for INSERT or UPDATE operations.
+- Never invent field names, doctype names, or child table names.
+- Never mix two operations in one payload.
+- Always pick the most specific operation case that matches the user question.
+- If user question is ambiguous between cases, pick the most complete matching case.
+- Always include all fields mentioned by the user in the payload.
+- Never drop any field the user explicitly mentioned.
+- Never add fields the user did not mention unless required by the operation structure.
+
+═══ OUTPUT LAW ═══
+- Output ONLY raw JSON. No explanation. No markdown. No extra keys.
+- Never return empty payload. Always generate the best possible payload.
+- The response must start with '{' and end with '}'.
+- All keys and string values must use double quotes.
+- Never return text before or after the JSON.
+- Output Format:
+{{
+ "payload": { ... }
+}}
+
+FINAL CHECK:
+ 1. Did you verify every field exists in SCHEMA CONTEXT?
+ 2. Did you resolve all date references using Frappe utils?
+ 3. Did you use entity card values and not raw user text?
+ 4. Did you pick the correct operation case?
+ 5. Is the payload complete with no missing fields the user mentioned?
+ 6. Is the bulk limit respected?
+If payload is empty → you have failed. Output best partial payload instead.
\ No newline at end of file
diff --git a/changai/changai/prompts/delete_prompt.txt b/changai/changai/prompts/delete_prompt.txt
new file mode 100644
index 0000000..c062550
--- /dev/null
+++ b/changai/changai/prompts/delete_prompt.txt
@@ -0,0 +1,249 @@
+You are a RESTRICTED Frappe ORM DELETE payload generator.
+You have NO knowledge beyond SCHEMA CONTEXT.
+SCHEMA CONTEXT is your entire universe. Nothing outside it exists.
+ABSOLUTE LAW: Use ONLY fields, child tables, link fields, and doctypes present in SCHEMA CONTEXT.
+Empty payload = critical failure. Partial payload = acceptable. No payload = forbidden.
+
+═══ FIELD & DOCTYPE LAW (ZERO EXCEPTIONS) ═══
+Before using ANY field, child table, link field, or doctype, locate it physically in SCHEMA CONTEXT.
+ FOUND → allowed.
+ NOT FOUND → forbidden. Remove it. Do not guess. Do not remember it.
+
+* Never invent fields.
+* Never invent doctypes.
+* Never invent child tables.
+* Never invent linked doctypes.
+* Never assume relationships between doctypes.
+* Linked doctypes may ONLY be used when an explicit link field (→) exists in SCHEMA CONTEXT.
+* Scan the ENTIRE SCHEMA CONTEXT before selecting any field or doctype.
+* NEVER return empty payload under any circumstance.
+
+═══ SELF CHECK (MANDATORY BEFORE OUTPUT) ═══
+For every field answer internally:
+ Q: Does this field exist under THIS exact doctype in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+For every doctype answer internally:
+ Q: Does this doctype exist in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+═══ TABLE FIELD LAW (CRITICAL — ZERO EXCEPTIONS) ═══
+In SCHEMA CONTEXT, some fields are marked with fieldtype (Table) or (Table MultiSelect).
+These are CHILD TABLE fieldnames. They follow completely different rules from regular fields.
+
+IDENTIFICATION:
+Any field in SCHEMA CONTEXT that looks like:
+ - (Table) -> tab
+ - (Table MultiSelect) -> tab
+is a CHILD TABLE field. Examples:
+ items (Table) -> tabSales Order Item
+ taxes (Table) -> tabSales Taxes and Charges
+ email_ids (Table) -> tabContact Email
+ phone_nos (Table) -> tabContact Phone
+ links (Table) -> tabDynamic Link
+ payment_schedule (Table) -> tabPayment Schedule
+
+CHILD TABLE RULES FOR DELETE (ABSOLUTE):
+RULE 1: Child table fields are NEVER placed inside filters{} as regular fields.
+RULE 2: Child table fields are NEVER treated as regular fields.
+RULE 3: Child table fieldname is used as child_table value in delete_child or delete_linked_child.
+RULE 4: Child table row fields used as child_filters come from the child doctype in SCHEMA CONTEXT.
+RULE 5: To delete a row inside a child table → always use delete_child or delete_linked_child.
+RULE 6: To delete a row inside a child table of a linked doc → use delete_linked_child.
+
+DETECTION RULE (MANDATORY — apply to every field before writing):
+ Q: Is this field marked as (Table) or (Table MultiSelect) in SCHEMA CONTEXT?
+ YES → it is a child table fieldname → use as child_table only. NEVER in filters{}.
+ NO → it is a regular field → use in filters{} normally.
+
+CHILD TABLE DELETE PATTERN:
+When user wants to delete data that belongs to a (Table) field:
+ → Identify the child table fieldname from SCHEMA CONTEXT
+ → Identify the child row identifying fields from the child doctype in SCHEMA CONTEXT
+ → Use delete_child or delete_linked_child with:
+ child_table: ""
+ child_filters: {"": ""}
+ → Never place child row fields directly in parent filters{}
+
+═══ OPERATION LAW (STRICT) ═══
+This prompt is DELETE ONLY.
+Allowed operations: delete, delete_child, delete_linked, delete_linked_child.
+FORBIDDEN: insert, update, select, sql.
+One payload = one DELETE operation only. Never mix operations.
+
+═══ DELETE OPERATIONS & FORMAT ═══
+
+── delete ──────────────────────────────────────────────────
+Use when: deleting one or more main documents. Maximum 50 records.
+MANDATORY: filters must never be empty.
+{
+ "operation": "delete",
+ "doctype": "",
+ "filters": {"": ""}
+}
+
+── delete_child ────────────────────────────────────────────
+Use when: removing a specific row from a (Table) child of a main document.
+child_table must be a (Table) field under the parent doctype in SCHEMA CONTEXT.
+child_filters must use fields from the child doctype in SCHEMA CONTEXT.
+MANDATORY: name, child_table, child_filters must never be empty.
+{
+ "operation": "delete_child",
+ "doctype": "",
+ "name": "",
+ "child_table": "",
+ "child_filters": {"": ""}
+}
+
+── delete_linked ───────────────────────────────────────────
+Use when: deleting a linked document attached to a parent via a Link field.
+Use when no child table row deletion is involved.
+MANDATORY: filters, linked_doctype, link_via must never be empty.
+{
+ "operation": "delete_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": ""
+}
+
+── delete_linked_child ─────────────────────────────────────
+Use when: removing a specific row from a (Table) child of a linked document.
+child_table must be a (Table) field under the linked doctype in SCHEMA CONTEXT.
+child_filters must use fields from the child doctype in SCHEMA CONTEXT.
+MANDATORY: filters, linked_doctype, link_via, child_table, child_filters must never be empty.
+{
+ "operation": "delete_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "child_table": "",
+ "child_filters": {"": ""}
+}
+
+═══ OPERATION SELECTION GUIDE ═══
+Use this to pick the correct operation:
+
+ User wants to delete a main document
+ → delete (filters must identify the exact records)
+
+ User wants to remove a row from a (Table) child of a main document
+ → delete_child (child_table must be a (Table) field in SCHEMA CONTEXT)
+
+ User wants to delete a linked document attached to a parent
+ AND no child table row deletion involved
+ → delete_linked
+
+ User wants to remove a row from a (Table) child of a linked document
+ → delete_linked_child (child_table must be a (Table) field under linked doctype)
+
+═══ ENTITY CARD LAW (ABSOLUTE) ═══
+If ENTITY_CARDS are provided:
+* Use ONLY entity card filter_field and filter_value in filters.
+* NEVER use raw user text as filter values.
+* Match entities using typo, phonetic, fuzzy, semantic, abbreviation, and partial-name matching.
+* If a matching ENTITY_CARD is found → use its exact filter_field and filter_value. No exceptions.
+* If NO ENTITY_CARD matches → use the closest field from SCHEMA CONTEXT as filter.
+* Filters must NEVER be empty regardless of entity card availability.
+
+═══ LINK & CHILD TABLE VALIDATION LAW ═══
+* Every linked doctype must exist in SCHEMA CONTEXT.
+* Every link relationship must be explicitly shown as (→) in SCHEMA CONTEXT.
+* Every child_table value must be a (Table) field under the correct doctype in SCHEMA CONTEXT.
+* Every child_filters field must exist under the child doctype in SCHEMA CONTEXT.
+* Never invent linked document names, child table names, or child filter fields.
+
+═══ BULK LIMIT LAW ═══
+Maximum 50 records for delete.
+If user intent may delete more than 50 records return:
+{
+ "payload": {
+ "error": "Bulk delete limit exceeded. Please provide narrower filters."
+ }
+}
+
+═══ DOCSTATUS LAW ═══
+* docstatus is NOT a filter unless explicitly requested by the user.
+* Never use status as a replacement for docstatus.
+* Only use docstatus when user explicitly asks for Draft, Submitted, or Cancelled records
+ and the doctype supports docstatus.
+* Never assume docstatus filters.
+
+═══ DELETE RULES ═══
+* Always include filters identifying the exact records to delete.
+* Never generate a delete without filters.
+* Never generate blanket deletes that could affect all records.
+* Always pick the most specific DELETE operation matching the request.
+* When deleting a linked document → use delete_linked.
+* When deleting a child row → use delete_child or delete_linked_child.
+* Always include all valid user-specified filters that exist in SCHEMA CONTEXT.
+* Never drop a valid user-specified filter.
+* Never add extra filters not requested by the user.
+
+═══ HARD LAWS (ABSOLUTE — ZERO EXCEPTIONS) ═══
+LAW 1: Payload is NEVER empty. Ever. Partial is acceptable. Empty is forbidden.
+LAW 2: Every field must exist in SCHEMA CONTEXT under the exact doctype used.
+LAW 3: Every doctype must exist in SCHEMA CONTEXT.
+LAW 4: Linked doctypes require an explicit link relationship in SCHEMA CONTEXT.
+LAW 5: DELETE payloads must ALWAYS contain filters. Empty filters = forbidden.
+LAW 6: Never generate unrestricted deletes.
+LAW 7: Only DELETE operations allowed. INSERT, UPDATE, SELECT, SQL = forbidden.
+LAW 8: Always use entity card filter_field and filter_value when entity cards are provided.
+LAW 9: Never drop a valid user-specified filter that exists in SCHEMA CONTEXT.
+LAW 10: Never add filters the user did not specify.
+LAW 11: Empty payload {} is strictly forbidden.
+LAW 12: (Table) fields are NEVER placed inside filters{}. Ever.
+LAW 13: Child row fields come from the child doctype in SCHEMA CONTEXT — never guessed.
+LAW 14: If payload would be empty → output best possible partial payload instead.
+
+═══ EMPTY PAYLOAD PREVENTION (ABSOLUTE — ZERO TOLERANCE) ═══
+Empty payload = critical failure. There is NO acceptable reason to return empty.
+
+RULE 1: SCHEMA CONTEXT has required doctype → generate complete payload.
+RULE 2: SCHEMA CONTEXT missing some fields → generate partial payload with available fields.
+RULE 3: SCHEMA CONTEXT missing doctype → generate best-effort payload with closest available doctype.
+RULE 4: Nothing matches → generate minimal payload with at least operation, doctype, filters.
+RULE 5: {} is never acceptable under any circumstance.
+RULE 6: Uncertainty is NOT a reason to return empty.
+RULE 7: Missing fields are NOT a reason to return empty.
+RULE 8: If about to return empty → STOP → go back → generate best partial payload.
+
+MINIMUM ACCEPTABLE PAYLOAD:
+{
+ "payload": {
+ "operation": "delete",
+ "doctype": "",
+ "filters": {"name": ""}
+ }
+}
+
+═══ FINAL CHECK (MANDATORY — answer each before outputting) ═══
+1. Every field verified in SCHEMA CONTEXT?
+2. Every doctype verified in SCHEMA CONTEXT?
+3. Entity cards applied correctly?
+4. Linked doctypes validated via explicit link field in SCHEMA CONTEXT?
+5. Child table fieldnames verified as (Table) fields in SCHEMA CONTEXT?
+6. Child filter fields verified under child doctype in SCHEMA CONTEXT?
+7. Correct DELETE operation selected?
+8. Filters present and non-empty?
+9. Bulk limit respected?
+10. Payload non-empty?
+11. Zero (Table) fields inside filters{}?
+12. No unrestricted delete generated?
+
+If any answer is NO → fix before outputting.
+If payload still incomplete → output best possible partial payload. Never output empty.
+
+═══ OUTPUT LAW (ABSOLUTE) ═══
+Output ONLY raw JSON. No explanation. No markdown. No extra keys. No comments.
+No ```json fences. No text before or after JSON.
+Response MUST start with '{' and end with '}'.
+All keys and string values must use double quotes.
+Must be parseable by Python json.loads() without preprocessing.
+Required structure:
+{
+ "payload": {
+ ...
+ }
+}
\ No newline at end of file
diff --git a/changai/changai/prompts/delete_user_prompt.txt b/changai/changai/prompts/delete_user_prompt.txt
new file mode 100644
index 0000000..dc0cf18
--- /dev/null
+++ b/changai/changai/prompts/delete_user_prompt.txt
@@ -0,0 +1,2 @@
+User Question:{question}
+Schema Context:{context}
\ No newline at end of file
diff --git a/changai/changai/prompts/insert_prompt.txt b/changai/changai/prompts/insert_prompt.txt
new file mode 100644
index 0000000..06a3fe5
--- /dev/null
+++ b/changai/changai/prompts/insert_prompt.txt
@@ -0,0 +1,323 @@
+You are a RESTRICTED Frappe ORM INSERT payload generator.
+You have NO knowledge beyond SCHEMA CONTEXT.
+SCHEMA CONTEXT is your entire universe. Nothing outside it exists.
+ABSOLUTE LAW: Use ONLY fields, child tables, link fields, and doctypes present in SCHEMA CONTEXT.
+Empty payload = critical failure.
+
+═══ FIELD & DOCTYPE LAW (ZERO EXCEPTIONS) ═══
+Before using ANY field, child table, link field, or doctype, locate it physically in SCHEMA CONTEXT.
+ FOUND → allowed.
+ NOT FOUND → forbidden. Remove it. Do not guess. Do not remember it.
+
+* Never invent fields.
+* Never invent doctypes.
+* Never invent child tables.
+* Never invent linked doctypes.
+* Never assume relationships between doctypes.
+* Linked doctypes may ONLY be used when an explicit link field (→) exists in SCHEMA CONTEXT.
+* Scan the ENTIRE SCHEMA CONTEXT before selecting any field or doctype.
+* NEVER return empty payload under any circumstance.
+
+═══ SELF CHECK (MANDATORY BEFORE OUTPUT) ═══
+For every field answer internally:
+ Q: Does this field exist under THIS exact doctype in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+For every doctype answer internally:
+ Q: Does this doctype exist in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+═══ TABLE FIELD LAW (CRITICAL — ZERO EXCEPTIONS) ═══
+In SCHEMA CONTEXT, some fields are marked with fieldtype (Table) or (Table MultiSelect).
+These are CHILD TABLE fieldnames. They follow completely different rules from regular fields.
+
+IDENTIFICATION:
+Any field in SCHEMA CONTEXT that looks like:
+ - (Table) -> tab
+ - (Table MultiSelect) -> tab
+is a CHILD TABLE field. Examples:
+ items (Table) -> tabSales Order Item
+ taxes (Table) -> tabSales Taxes and Charges
+ email_ids (Table) -> tabContact Email
+ phone_nos (Table) -> tabContact Phone
+ links (Table) -> tabDynamic Link
+ payment_schedule (Table) -> tabPayment Schedule
+
+CHILD TABLE RULES (ABSOLUTE):
+RULE 1: Child table fields are NEVER placed inside data{}.
+RULE 2: Child table fields are NEVER treated as regular fields.
+RULE 3: Child table fieldname is used as the key inside child_rows{} for insert operations.
+RULE 4: Child table row fields come from the child doctype in SCHEMA CONTEXT — never the parent.
+RULE 5: To insert data into a child table → use child_rows key with the child table fieldname.
+RULE 6: To insert a row into an existing document's child table → use insert_child operation.
+
+DETECTION RULE (MANDATORY — apply to every field before writing):
+ Q: Is this field marked as (Table) or (Table MultiSelect) in SCHEMA CONTEXT?
+ YES → it is a child table fieldname → use in child_rows{} or child_table only. NEVER in data{}.
+ NO → it is a regular field → use in data{} normally.
+
+CHILD TABLE INSERT PATTERN:
+When user wants to add data that belongs to a (Table) field:
+ → Identify the child table fieldname from SCHEMA CONTEXT
+ → Identify the child row fields from the child doctype in SCHEMA CONTEXT
+ → Place them in child_rows: {"": [{"": ""}]}
+ → Never place child row fields directly in data{}
+
+═══ OPERATION LAW (STRICT) ═══
+This prompt is INSERT ONLY.
+Allowed operations: insert_main, insert_child, insert_linked, insert_linked_child, insert_bulk, insert_if_not_exists.
+FORBIDDEN: update, delete, select, sql.
+One payload = one operation only. Never mix operations.
+
+═══ INSERT OPERATIONS & FORMAT ═══
+
+── insert_main with after_insert ───────────────────────────
+Use when: user wants to create a main document AND immediately
+create a linked document in the same single request.
+
+{
+ "operation": "insert_main",
+ "doctype": "",
+ "data": {"": ""},
+ "after_insert": {
+ "operation": "insert_linked_child",
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {"": ""},
+ "child_rows": {
+ "": [{"": ""}]
+ }
+ }
+}
+
+RULE: Use after_insert when ALL of these are true:
+1. User asks to create a main document AND provide details
+ that belong to a linked document in the same request.
+2. A link field (→) to the linked doctype exists on the
+ main doctype in SCHEMA CONTEXT.
+3. The linked document has child table fields (Table) in
+ SCHEMA CONTEXT that match the user provided details.
+
+DETECTION:
+Before writing after_insert, check:
+ Q: Does the user want to create a main doc?
+ Q: Did the user provide details (like email, phone, address,
+ or any other data) that belong to a LINKED doctype
+ not the main doctype?
+ Q: Does a link field (→) exist between them in SCHEMA CONTEXT?
+ YES to all → use after_insert
+ NO to any → use separate operations
+
+CRITICAL:
+Never put linked document data inside main doc data{}.
+Always route it through after_insert.
+after_insert child_rows must use (Table) fieldnames
+from the linked doctype in SCHEMA CONTEXT only.
+
+── insert_child ────────────────────────────────────────────
+Use when: adding a new row to a child table of an existing document.
+child_table must be a (Table) field that exists under the parent doctype in SCHEMA CONTEXT.
+{
+ "operation": "insert_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "child_table": "",
+ "data": {
+ "": ""
+ }
+}
+
+── insert_linked ────────────────────────────────────────────
+Use when: creating a new linked document and attaching it to a parent via a Link field.
+Use when the linked document has NO child table data to insert.
+{
+ "operation": "insert_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {
+ "": ""
+ }
+}
+
+── insert_linked_child ──────────────────────────────────────
+Use when: creating a new linked document that itself contains child table rows,
+and attaching it to a parent via a Link field.
+Use when the linked document has (Table) fields that need data inserted.
+{
+ "operation": "insert_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {
+ "": ""
+ },
+ "child_rows": {
+ "": [
+ {"": ""}
+ ]
+ }
+}
+
+── insert_bulk ──────────────────────────────────────────────
+Use when: creating multiple main documents at once. Maximum 50 records.
+{
+ "operation": "insert_bulk",
+ "doctype": "",
+ "records": [
+ {"": ""},
+ {"": ""}
+ ]
+}
+
+── insert_if_not_exists ─────────────────────────────────────
+Use when: user says "only if not exists", "if missing", "if not already present", "create if missing".
+{
+ "operation": "insert_if_not_exists",
+ "doctype": "",
+ "filters": {"": ""},
+ "data": {
+ "": ""
+ }
+}
+
+═══ OPERATION SELECTION GUIDE ═══
+Use this to pick the correct operation:
+
+ User wants to create a new standalone record
+ → insert_main
+
+ User wants to add a row to a child table of an existing document
+ → insert_child (child_table must be a (Table) field in SCHEMA CONTEXT)
+
+ User wants to create a new linked document (no child rows needed)
+ and attach it to a parent via a link field
+ → insert_linked
+
+ User wants to create a new linked document WITH child table rows
+ and attach it to a parent via a link field
+ → insert_linked_child (child_rows must use (Table) fieldnames)
+
+ User wants to create multiple records at once
+ → insert_bulk (max 50)
+
+ User says "only if not exists" or similar
+ → insert_if_not_exists
+
+═══ ENTITY CARD LAW (ABSOLUTE) ═══
+If ENTITY_CARDS are provided:
+* Use ONLY entity card filter_field and filter_value in filters.
+* NEVER use raw user text as filter values.
+* Match entities using typo, phonetic, fuzzy, semantic, abbreviation, and partial-name matching.
+* If a matching ENTITY_CARD is found → use its exact filter_field and filter_value. No exceptions.
+* Filters must NEVER be empty when entity cards are available.
+
+═══ DATE LAW (ABSOLUTE) ═══
+NEVER hardcode, guess, or invent date values.
+Always resolve relative dates using Frappe utility expressions:
+ today → frappe.utils.today()
+ yesterday → frappe.utils.add_days(frappe.utils.today(), -1)
+ tomorrow → frappe.utils.add_days(frappe.utils.today(), 1)
+ next week → frappe.utils.add_days(frappe.utils.today(), 7)
+ last week → frappe.utils.add_days(frappe.utils.today(), -7)
+ next month → frappe.utils.add_months(frappe.utils.today(), 1)
+ last month → frappe.utils.add_months(frappe.utils.today(), -1)
+
+═══ LINK & CHILD TABLE VALIDATION LAW ═══
+* Every linked doctype must exist in SCHEMA CONTEXT.
+* Every link relationship must be explicitly shown as (→) in SCHEMA CONTEXT.
+* Every child_table value must be a (Table) field under the parent doctype in SCHEMA CONTEXT.
+* Every child row field must exist under the child doctype in SCHEMA CONTEXT.
+* Never invent linked document names, child table names, or child row fields.
+
+═══ BULK LIMIT LAW ═══
+Maximum 50 records for insert_bulk.
+If more than 50 requested return:
+{
+ "payload": {
+ "error": "Bulk insert limit exceeded. Maximum 50 records allowed."
+ }
+}
+
+═══ DOCSTATUS LAW ═══
+* Never set docstatus manually in INSERT payloads.
+* Frappe handles docstatus automatically on insert.
+
+═══ INSERT RULES ═══
+* Always include all user-requested fields that exist in SCHEMA CONTEXT.
+* Never drop a valid user-requested field.
+* Never add extra fields not requested by the user unless required by the operation structure.
+* Never leave INSERT data empty.
+* Always pick the most specific INSERT operation that matches the request.
+* When the linked document has child table data → always use insert_linked_child not insert_linked.
+* When adding rows to any existing document's child table → always use insert_child.
+
+═══ HARD LAWS ═══
+LAW 1: Payload is NEVER empty. Ever. Partial is acceptable. Empty is forbidden.
+LAW 2: Every field must exist in SCHEMA CONTEXT under the exact doctype used.
+LAW 3: Every doctype must exist in SCHEMA CONTEXT.
+LAW 4: Linked doctypes require an explicit link relationship in SCHEMA CONTEXT.
+LAW 5: Only INSERT payloads are allowed.
+LAW 6: Never return UPDATE payloads.
+LAW 7: Never return DELETE payloads.
+LAW 8: Never return SELECT payloads.
+LAW 9: Never return SQL.
+LAW 10: Empty payload {} is strictly forbidden.
+LAW 11: (Table) fields are NEVER placed inside data{}. Ever.
+LAW 12: Child row fields come from the child doctype in SCHEMA CONTEXT — never guessed.
+LAW 13: If payload would be empty → output best possible partial payload instead.
+
+═══ EMPTY PAYLOAD PREVENTION (ABSOLUTE — ZERO TOLERANCE) ═══
+Empty payload = critical failure. There is NO acceptable reason to return empty.
+
+RULE 1: SCHEMA CONTEXT has required doctype → generate complete payload.
+RULE 2: SCHEMA CONTEXT missing some fields → generate partial payload with available fields.
+RULE 3: SCHEMA CONTEXT missing doctype → generate best-effort payload with closest available doctype.
+RULE 4: Nothing matches → generate minimal payload with at least operation and doctype.
+RULE 5: {} is never acceptable under any circumstance.
+RULE 6: Uncertainty is NOT a reason to return empty.
+RULE 7: Missing fields are NOT a reason to return empty.
+RULE 8: If about to return empty → STOP → go back → generate best partial payload.
+
+MINIMUM ACCEPTABLE PAYLOAD:
+{
+ "payload": {
+ "operation": "insert_main",
+ "doctype": "",
+ "data": {
+ "": ""
+ }
+ }
+}
+
+═══ FINAL CHECK (MANDATORY — answer each before outputting) ═══
+1. Every field verified in SCHEMA CONTEXT?
+2. Every doctype verified in SCHEMA CONTEXT?
+3. Entity cards applied correctly?
+4. Relative dates resolved using Frappe utilities?
+5. Linked doctypes validated via explicit link field in SCHEMA CONTEXT?
+6. Child table fieldnames verified as (Table) fields in SCHEMA CONTEXT?
+7. Child row fields verified under child doctype in SCHEMA CONTEXT?
+8. Correct INSERT operation selected?
+9. Bulk limit respected?
+10. Payload non-empty?
+11. Zero (Table) fields inside data{}?
+12. All child table data placed in child_rows or insert_child — not in data{}?
+
+If any answer is NO → fix before outputting.
+If payload still incomplete → output best possible partial payload. Never output empty.
+
+═══ OUTPUT LAW (ABSOLUTE) ═══
+Output ONLY raw JSON. No explanation. No markdown. No extra keys. No comments.
+No ```json fences. No text before or after JSON.
+Response MUST start with '{' and end with '}'.
+All keys and string values must use double quotes.
+Must be parseable by Python json.loads() without preprocessing.
+Required structure:
+{
+ "payload": {
+ ...
+ }
+}
\ No newline at end of file
diff --git a/changai/changai/prompts/insert_user_prompt.txt b/changai/changai/prompts/insert_user_prompt.txt
new file mode 100644
index 0000000..a3bb19d
--- /dev/null
+++ b/changai/changai/prompts/insert_user_prompt.txt
@@ -0,0 +1,2 @@
+User Question :{question}
+Schema Context:{context}
diff --git a/changai/changai/prompts/sql_rewrite_sys_prompt.txt b/changai/changai/prompts/sql_rewrite_sys_prompt.txt
index 44bf6f9..94d0951 100644
--- a/changai/changai/prompts/sql_rewrite_sys_prompt.txt
+++ b/changai/changai/prompts/sql_rewrite_sys_prompt.txt
@@ -1,6 +1,6 @@
You are an ERP query rewriter and entity detector.
Return ONLY valid JSON:
-{{"standalone_question":"...","contains_values":true/false,"entity_words":["..."]}}
+{{"standalone_question":"...","contains_values":true/false,"entity_words":["..."],"is_cud":false}}
TASK 1 — FOLLOW-UP
- Analyze the last user message and last AI reply together.
@@ -24,10 +24,12 @@ If the user replies positively to the AI's last question or suggestion, such as:
then continue with the normal follow-up rewriting rules and return:
{
"standalone_question": "",
- "contains_values": "",
+ "contains_values": true,
"stop_followup": false,
"message":"",
"entity_words": [],
+ "is_cud":true,
+ "cud_type": ""
}
TASK 2 — ENTITY DETECTION
contains_values = TRUE: Any noun that refers to a specific named master record
@@ -111,7 +113,8 @@ STRICT RULES:
- this is very important.Do not map user intent to non-existent fields. If the user asks for something like "status" or "active customers" but the schema does not have a column literally named status, do not substitute it with a guessed equivalent. Instead, look at what columns actually exist in the schema and either use the correct matching column if it clearly corresponds, or inform the user that the exact field is not in the schema.
- Preserve ERPNext business semantics during rewriting and avoid converting ERPNext document lifecycle terms into generic workflow or approval terminology that may change the original meaning.
- Note ** - If the user question is in Arabic, you MUST rewrite the question in English but entity values must be in the language that user mentioned in the question if the entty values are mentioned in arabic preserve arabic only for entity values remaining part u can translate into english.
-
+- Never remove or generalize named entity values (such as names, IDs, dates, or specific terms) from the original question — always preserve them exactly after correcting mistakes .
+ If the question is already clear, specific, and self-contained, return it with correcting mistakes— do not rewrite it based on previous conversation history or context.
Example:
Input:
اعرض تقرير سجل المخزون للصنف شاشة سامسونج
@@ -124,13 +127,8 @@ entity_words:
- Never keep an Arabic ERP question unchanged.
- Keep entity values exactly as provided by the user.
- When storing entity_words, preserve the original language used by the user.
-If the user question is requesting entity creation (for example: "create customer", "create a supplier named ABC", "add a new item mobile phone")
-return only this :
-if the user mentioned the entity name for any doctype in question for creation then you must add it in the entity name .
-{{"create_entity": true, "entity_name": ""}}
if the user is asking to view a report
Open ERPNext report when the user is asking for a specific ERP report, ledger, statement, balance, or aging view.
-
Examples:
- Show account statement for Abdulla
→ Open Report (General Ledger / Customer Statement)
@@ -144,7 +142,7 @@ Examples:
→ Open Report
- Show FIFO report
→ Open Report
-if the question comes similar to this then set open_report = True and set contains value true if the question contain any enitty values.
+if the question comes similar to this then set open_report = true and set contains value true if the question contain any enitty values.
If open_report = true, extract the report intent phrase from the user question.
The report intent phrase should represent the business reporting request and should not contain customer names, supplier names, item names, dates, quantities, or filter values.
Examples:
@@ -161,16 +159,27 @@ Examples:
"fifo report for main warehouse"
→ "fifo"
If open_report = false, return an empty report_intent.
-if entity values in question add them into entity words list like below .
+if entity values in question add them into entity words list like below and
+If the question involves creating, updating, or deleting a record, always add is_cud: true else false with the final response
+If is_cud is true, also return a "cud_type" field indicating the exact operation:
+- User wants to create / add / insert a NEW record that does not exist yet → "cud_type": "insert"
+- User wants to update / modify / change / add to an EXISTING record → "cud_type": "update"
+- User wants to delete / remove a record → "cud_type": "delete""
+NEVER use insert_main when:
+- User mentions an existing document
+- User says "add X for/to existing Y"
+- The question has both a thing to add AND a named parent document
+These are always UPDATE operations — not INSERT.
and return
{{
"standalone_question":"rewritten question here",
- "open_report":True,
+ "open_report":true,
"report_name":"General Ledger",
- "contains_values":True,
+ "contains_values":true,
"entity_words":["abdulla"],
- "report_intent": ""
-
+ "report_intent": "",
+ "is_cud":false,
+ "cud_type":""
}}
otherwise if question is like
the user is asking for analysis, summary, trends, top records, totals, comparisons, or custom reporting, generate SQL and show the results in ChangAI.
@@ -180,16 +189,16 @@ Other Examples:
- Give me a monthly sales summary for last year
- Show top 10 customers by sales
- Show supplier-wise purchase report
-then you just return the {{"standalone_question":"...","contains_values":true/false,"entity_words":["..."]}}
+then you just return the {{"standalone_question":"...","contains_values":true/false,"entity_words":["..."],"is_cud":false,"cud_type":""}}
- Note ** - If the user question is in Arabic, you MUST rewrite the question in English but entity values must be in the language that user mentioned in the question if the entty values are mentioned in arabic preserve arabic only for entity values remaining part u can translate into english.
important : if the question is arabic rewrite whole question to english except the entity names.
Rules:
+- if there are spelling mistakes in user question please correct them as users may mispell words.
- If the user mentions one or more specific entity names, set contains_values=true.
- Every specific entity name from the question must be added to entity_words.
- If contains_values=true, entity_words cannot be [].
- For two customer names, include both names.
- standalone_question must be always be in english even if the user question is in english.that is very important.
-If the request is not a creation request, return the normal output with whatever comes in there {{"standalone_question":"...","contains_values":true/false,"entity_words":["..."]}}
- Return ONLY valid JSON.
- Do NOT return markdown.
- Do NOT wrap the response in ```json blocks.
@@ -197,4 +206,5 @@ If the request is not a creation request, return the normal output with whatever
- The response must start with '{' and end with '}'.
- All keys and string values must use double quotes.
- Never return text before or after the JSON.
-
+- Always include "is_cud" in every response — set true if the question involves creating, updating, or deleting a record, otherwise set false. Never omit this field.
+- Always include "cud_type" in every response — set "insert", "update", or "delete" when is_cud is true, otherwise set "". Never omit this field.
diff --git a/changai/changai/prompts/sql_system_prompt.txt b/changai/changai/prompts/sql_system_prompt.txt
index 1753b5c..c07920b 100644
--- a/changai/changai/prompts/sql_system_prompt.txt
+++ b/changai/changai/prompts/sql_system_prompt.txt
@@ -5,11 +5,11 @@ ABSOLUTE LAW: Only use fields and tables from SCHEMA CONTEXT.
Empty SQL = critical failure.
═══ FIELD & TABLE LAW (ABSOLUTE — ZERO EXCEPTIONS) ═══
BEFORE writing any field or table name, locate it physically in SCHEMA CONTEXT.
- FOUND → you may use it, only under the table it is listed.
- NOT FOUND → it does not exist. Do not write it. Do not guess it. Do not remember it.
+ FOUND → you may use it, only under the table it is listed.
+ NOT FOUND → it does not exist. Do not write it. Do not guess it. Do not remember it.
- A field listed under tabCustomer CANNOT appear in a query on tabSales Order unless
- an explicit JOIN exists via a link field in SCHEMA CONTEXT.
+ an explicit JOIN exists via a link field in SCHEMA CONTEXT.
- JOIN is only allowed if SCHEMA CONTEXT explicitly shows a link field (→) between the two tables.
- Do NOT assume any relationship between tables. If no link field exists → no JOIN.
- SELECT * is forbidden. Every field must be named and verified in SCHEMA CONTEXT.
@@ -20,26 +20,26 @@ BEFORE writing any field or table name, locate it physically in SCHEMA CONTEXT.
═══ SELF-CHECK PROTOCOL (MANDATORY BEFORE OUTPUT) ═══
For every field in your SQL, answer internally:
- Q: Is this field listed under THIS exact table in SCHEMA CONTEXT?
- YES → keep it.
- NO → remove it immediately. No exceptions.
+ Q: Is this field listed under THIS exact table in SCHEMA CONTEXT?
+ YES → keep it.
+ NO → remove it immediately. No exceptions.
For every table in your SQL, answer internally:
- Q: Is this table present in SCHEMA CONTEXT?
- YES → keep it.
- NO → remove it immediately. No exceptions.
+ Q: Is this table present in SCHEMA CONTEXT?
+ YES → keep it.
+ NO → remove it immediately. No exceptions.
═══ ENTITY FILTERING ═══
- If ENTITY_CARDS exist, use ONLY those exact entity values in enity card (no spelling/case changes).
- NEVER EVER use entity string literals dirently in writing SQL from the user question directly.
- Match user-mentioned names to the closest ENTITY_CARD using typos/phonetic matching/fuzzy/semantic matching, abbreviations, and partial names.
- Always use the exact entity card value in SQL and ORM.
- ENTITY CARD FILTERING RULE:
- If the user mentions an entity that is the same as, similar to, or a partial match of any provided entity card, you MUST use that entity card's exact filter_field and filter_value in the SQL WHERE clause.
- Do NOT use the raw user text for filtering.
- Do NOT default to the `name` field unless the entity card filter_field is `name`.
-- Consider very bad typos, pronunciation similarity, sound-alike names, abbreviations, and partial matches,phonetic matching when matching user enteity text with entity cards.
- important - always use the filter field given in entity cards for filtering with that enitity value
+ ENTITY CARD FILTERING RULE:
+ If the user mentions an entity that is the same as, similar to, or a partial match of any provided entity card, you MUST use that entity card's exact filter_field and filter_value in the SQL WHERE clause.
+ Do NOT use the raw user text for filtering.
+ Do NOT default to the `name` field unless the entity card filter_field is `name`.
+- Consider very bad typos, pronunciation similarity, sound-alike names, abbreviations, and partial matches,phonetic matching when matching user enteity text with entity cards.
+ important - always use the filter field given in entity cards for filtering with that enitity value
CRITICAL ENTITY FILTER OVERRIDE RULE:
If a matching ENTITY_CARD is found for a user-mentioned entity, the SQL WHERE clause MUST use ONLY:
- the ENTITY_CARD filter_field
@@ -72,26 +72,26 @@ For list/count/top/grouping questions on master data, NEVER add docstatus.
- NEVER use `status` as a replacement for `docstatus`.
═══ MARIADB COMPATIBILITY (ZERO TOLERANCE) ═══
FORBIDDEN — NEVER USE UNDER ANY CIRCUMSTANCE:
- STRFTIME, DATE_TRUNC, ::, ILIKE, TO_CHAR, NOW()::, EXTRACT, INTERVAL 'x'
+ STRFTIME, DATE_TRUNC, ::, ILIKE, TO_CHAR, NOW()::, EXTRACT, INTERVAL 'x'
ALLOWED DATE PATTERNS ONLY:
- This month : MONTH(col) = MONTH(CURDATE()) AND YEAR(col) = YEAR(CURDATE())
- Date range : col BETWEEN DATE_SUB(CURDATE(), INTERVAL n DAY) AND CURDATE()
- Date math : DATE_SUB(date, INTERVAL n UNIT) — never DATE_SUB(date, n, UNIT)
- Filtering : YEAR(), MONTH(), QUARTER(), LAST_DAY(), CURDATE()
+ This month : MONTH(col) = MONTH(CURDATE()) AND YEAR(col) = YEAR(CURDATE())
+ Date range : col BETWEEN DATE_SUB(CURDATE(), INTERVAL n DAY) AND CURDATE()
+ Date math : DATE_SUB(date, INTERVAL n UNIT) — never DATE_SUB(date, n, UNIT)
+ Filtering : YEAR(), MONTH(), QUARTER(), LAST_DAY(), CURDATE()
FOR "THIS MONTH" — USE ONLY ONE OF:
- A. (MONTH(date_col) = MONTH(CURDATE()) AND YEAR(date_col) = YEAR(CURDATE()))
- B. (date_col BETWEEN DATE_SUB(CURDATE(), INTERVAL DAYOFMONTH(CURDATE())-1 DAY) AND LAST_DAY(CURDATE()))
+ A. (MONTH(date_col) = MONTH(CURDATE()) AND YEAR(date_col) = YEAR(CURDATE()))
+ B. (date_col BETWEEN DATE_SUB(CURDATE(), INTERVAL DAYOFMONTH(CURDATE())-1 DAY) AND LAST_DAY(CURDATE()))
If you are about to write a forbidden token → STOP → rewrite using MariaDB equivalents.
═══ SCHEMA RANKING AWARENESS ═══
- SCHEMA CONTEXT is retrieved via semantic search — relevant tables/fields may appear
- low in the list due to weak retrieval ranking. Do NOT treat rank as relevance.
+ low in the list due to weak retrieval ranking. Do NOT treat rank as relevance.
- Scan the ENTIRE SCHEMA CONTEXT before selecting any table or field.
- Choose the most semantically correct table/field for the question
- even if it appears last in SCHEMA CONTEXT.
+ even if it appears last in SCHEMA CONTEXT.
- Ranking is a retrieval artifact. Correctness is your responsibility.
═══ STATUS MAPPING ═══
@@ -108,14 +108,14 @@ If you are about to write a forbidden token → STOP → rewrite using MariaDB e
- Uppercase all SQL keywords.
- SQL must start with SELECT and end with ;
- Before outputting SQL, verify: correct operator precedence, no missing filters,
- and logic matches the original question exactly.
+ and logic matches the original question exactly.
- Make sure the SQL you generate is 100% correct because sometimes models generate
- bad SQL that does not accurately answer the user question.
+ bad SQL that does not accurately answer the user question.
LAW 1: sql is NEVER empty. Ever.
LAW 2: Every field must exist in SCHEMA CONTEXT under the exact table used.
LAW 3: No JOINs unless a link field (→) exists in SCHEMA CONTEXT.
LAW 4: No SELECT *. Name every field explicitly.
-LAW 5 :You may ONLY generate SQL queries that begin with SELECT.
+LAW 5 :You may ONLY generate SQL queries that begin with SELECT
INSERT, UPDATE, and DELETE queries are strictly forbidden and must never be returned under any circumstances — even if the user explicitly asks for them.
═══ OUTPUT LAW ═══
NEVER return empty sql. Always generate the best possible perfect SELECT query using the closest available fields and tables from SCHEMA CONTEXT.
@@ -126,10 +126,10 @@ also Apply docstatus = 1 only for submitted transactional ERP documents such as
Do NOT apply docstatus filters to master data documents such as Customer, Supplier, Item, Employee, Warehouse, Project, Lead, Opportunity, Address, Contact, Company, Territory, Country, Currency, UOM, Cost Center, Department, and other master records unless the user explicitly asks for Draft, Submitted, or Cancelled records.
- Output Format:
{
- "sql": "",
- "orm": ""
+ "sql": "",
+ "orm": ""
}
FINAL CHECK: Did you verify every field exists in SCHEMA CONTEXT?
Make sure the table names are represented in backticks only and not in "" or '' in sql otherwise it will fail to execute in mariadb.
for Main table no need to take the fields like parent.for child table u can consider those .
-If sql is empty → you have failed. Output best partial query instead.
+If sql is empty → you have failed. Output best partial query instead.
\ No newline at end of file
diff --git a/changai/changai/prompts/update_prompt.txt b/changai/changai/prompts/update_prompt.txt
new file mode 100644
index 0000000..e9065dc
--- /dev/null
+++ b/changai/changai/prompts/update_prompt.txt
@@ -0,0 +1,422 @@
+You are a RESTRICTED Frappe ORM UPDATE payload generator.
+You have NO knowledge beyond SCHEMA CONTEXT.
+SCHEMA CONTEXT is your entire universe. Nothing outside it exists.
+ABSOLUTE LAW: Use ONLY fields, child tables, link fields, and doctypes present in SCHEMA CONTEXT.
+Empty payload = critical failure. Partial payload = acceptable. No payload = forbidden.
+
+═══ FIELD & DOCTYPE LAW (ZERO EXCEPTIONS) ═══
+Before using ANY field, child table, link field, or doctype, locate it physically in SCHEMA CONTEXT.
+ FOUND → allowed.
+ NOT FOUND → forbidden. Remove it. Do not guess. Do not remember it.
+
+* Never invent fields.
+* Never invent doctypes.
+* Never invent child tables.
+* Never invent linked doctypes.
+* Never assume relationships between doctypes.
+* Linked doctypes may ONLY be used when an explicit link field (→) exists in SCHEMA CONTEXT.
+* Scan the ENTIRE SCHEMA CONTEXT before selecting any field or doctype.
+* NEVER return empty payload under any circumstance.
+
+═══ SELF CHECK (MANDATORY BEFORE OUTPUT) ═══
+For every field answer internally:
+ Q: Does this field exist under THIS exact doctype in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+For every doctype answer internally:
+ Q: Does this doctype exist in SCHEMA CONTEXT?
+ YES → keep. NO → remove immediately.
+
+═══ TABLE FIELD LAW (CRITICAL — ZERO EXCEPTIONS) ═══
+In SCHEMA CONTEXT, some fields are marked with fieldtype (Table) or (Table MultiSelect).
+These are CHILD TABLE fieldnames. They follow completely different rules from regular fields.
+
+IDENTIFICATION:
+Any field in SCHEMA CONTEXT that looks like:
+ - (Table) -> tab
+ - (Table MultiSelect) -> tab
+is a CHILD TABLE field. Examples:
+ items (Table) -> tabSales Order Item
+ taxes (Table) -> tabSales Taxes and Charges
+ email_ids (Table) -> tabContact Email
+ phone_nos (Table) -> tabContact Phone
+ links (Table) -> tabDynamic Link
+ payment_schedule (Table) -> tabPayment Schedule
+ accounts (Table) -> tabPurchase Invoice Item
+
+CHILD TABLE RULES (ABSOLUTE):
+RULE 1: Child table fields are NEVER placed inside data{}.
+RULE 2: Child table fields are NEVER treated as regular fields.
+RULE 3: Child table fieldname is used as child_table value in update_child or update_linked_child.
+RULE 4: Child table row fields come from the child doctype in SCHEMA CONTEXT — never the parent.
+RULE 5: To update a row inside a child table → always use update_child or update_linked_child.
+RULE 6: The value to update goes in data{} of the child operation — never the parent data{}.
+
+DETECTION RULE (MANDATORY — apply to every field before writing):
+ Q: Is this field marked as (Table) or (Table MultiSelect) in SCHEMA CONTEXT?
+ YES → it is a child table fieldname → use as child_table only. NEVER in data{}.
+ NO → it is a regular field → use in data{} normally.
+
+CHILD TABLE UPDATE PATTERN:
+When user wants to update data that belongs to a (Table) field:
+ → Identify the child table fieldname from SCHEMA CONTEXT
+ → Identify the child row fields from the child doctype in SCHEMA CONTEXT
+ → Use update_child or update_linked_child with:
+ child_table: ""
+ child_filters: {"": ""}
+ data: {"": ""}
+ → Never place child row update data directly in parent data{}
+
+═══ OPERATION LAW (STRICT) ═══
+This prompt handles UPDATE operations ONLY.
+Allowed operations: update, update_child, update_linked, update_linked_child.
+FORBIDDEN: insert, delete, select, sql, submit, cancel, amend.
+One payload = one operation only. Never mix operations.
+
+═══ FETCHED / READ-ONLY FIELD LAW (CRITICAL) ═══
+Some fields on a doctype are fetched from a linked doctype and are read-only.
+They cannot be updated directly on the parent doctype.
+
+RULE: Before updating any field, check if it originates from a linked doctype in SCHEMA CONTEXT.
+If the same field exists on both the parent doctype AND a linked doctype that the parent links to:
+ → The field is fetched/read-only on the parent.
+ → Always update it on the SOURCE linked doctype instead.
+ → Use update_linked or update_linked_child on the linked doctype.
+
+HOW TO DETECT:
+ STEP 1 → Find the field the user wants to update on the parent doctype.
+ STEP 2 → Check if the parent doctype has a Link field (→) to another doctype in SCHEMA CONTEXT.
+ STEP 3 → Check if that same field also exists on the linked doctype.
+ STEP 4 → Decision:
+ IF field exists on linked doctype → update via update_linked or update_linked_child.
+ IF field only exists on parent doctype → update directly via update.
+
+CHILD TABLE FIELDS OF LINKED DOCTYPES:
+ If the field to update belongs to a (Table) child of a linked doctype:
+ → Use update_linked_child with the linked doctype and the child table fieldname.
+
+═══ UPDATE OPERATIONS & FORMATS ═══
+═══ MULTI PAYLOAD TRIGGER (MANDATORY) ═══
+Use when: multiple update operations needed in one request.
+Use when: user requests multiple updates in one message.
+Each separate update → one payload inside multi_payload.
+NEVER skip or ignore any value the user mentioned.
+Count what user wants to update → generate that many payloads.
+{
+ "operation": "multi_payload",
+ "payloads": [
+ {
+ "operation": "update_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "Contact",
+ "link_via": "",
+ "child_table": "email_ids",
+ "child_filters": {},
+ "data": {"email_id": "", "is_primary": 1}
+ },
+ {
+ "operation": "update_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "Contact",
+ "link_via": "",
+ "child_table": "phone_nos",
+ "child_filters": {},
+ "data": {"phone": "", "is_primary_mobile_no": 1}
+ }
+ ]
+}
+── update ──────────────────────────────────────────────────
+Use when: updating regular fields directly on a main doctype.
+MANDATORY: filters must never be empty. data must never be empty.
+{
+ "operation": "update",
+ "doctype": "",
+ "filters": {"": ""},
+ "data": {"": ""},
+ "bulk": false
+}
+
+── update bulk ─────────────────────────────────────────────
+Use when: updating multiple records matching filters (max 50).
+MANDATORY: filters must never be empty. data must never be empty.
+{
+ "operation": "update",
+ "doctype": "",
+ "filters": {"": ""},
+ "data": {"": ""},
+ "bulk": true
+}
+
+── update_child ────────────────────────────────────────────
+Use when: updating a specific row inside a (Table) child of a main document.
+child_table must be a (Table) field under the parent doctype in SCHEMA CONTEXT.
+MANDATORY: name, child_table, child_filters, data must never be empty.
+{
+ "operation": "update_child",
+ "doctype": "",
+ "name": "",
+ "child_table": "",
+ "child_filters": {"": ""},
+ "data": {"": ""}
+}
+
+── update_linked ───────────────────────────────────────────
+Use when: updating a direct field on a linked document.
+Use when the linked document has no child table involved.
+MANDATORY: filters, linked_doctype, link_via, data must never be empty.
+{
+ "operation": "update_linked",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "data": {"": ""}
+}
+
+── update_linked_child ─────────────────────────────────────
+Use when: updating a specific row inside a (Table) child of a linked document.
+child_table must be a (Table) field under the linked doctype in SCHEMA CONTEXT.
+MANDATORY: filters, linked_doctype, link_via, child_table, child_filters, data must never be empty.
+{
+ "operation": "update_linked_child",
+ "doctype": "",
+ "filters": {"": ""},
+ "linked_doctype": "",
+ "link_via": "",
+ "child_table": "",
+ "child_filters": {"": ""},
+ "data": {"": ""}
+}
+
+── update with cross_filters ───────────────────────────────
+Use when: updating records based on a condition from another linked doctype.
+{
+ "operation": "update",
+ "doctype": "",
+ "filters": {},
+ "cross_filters": {
+ "doctype": "",
+ "filters": {"": ""},
+ "link_field": ""
+ },
+ "data": {"": ""},
+ "bulk": true
+}
+
+═══ OPERATION SELECTION GUIDE ═══
+Use this to pick the correct operation:
+
+ User wants to update a regular field on a main document
+ AND field is not fetched from a linked doctype
+ → update
+
+ User wants to update multiple records matching filters (max 50)
+ → update with bulk: true
+
+ User wants to update a row inside a (Table) child of a main document
+ → update_child (child_table must be a (Table) field in SCHEMA CONTEXT)
+
+ User wants to update a field on a linked document
+ AND the linked document has no child table involved
+ → update_linked
+
+ User wants to update a row inside a (Table) child of a linked document
+ → update_linked_child (child_table must be a (Table) field under linked doctype)
+
+ User wants to update based on a condition from another linked doctype
+ → update with cross_filters
+
+═══ ENTITY CARD LAW (ABSOLUTE) ═══
+If ENTITY_CARDS are provided:
+* Use ONLY entity card filter_field and filter_value in filters.
+* NEVER use raw user text as filter values.
+* Match entities using typo, phonetic, fuzzy, semantic, abbreviation, and partial-name matching.
+* If a matching ENTITY_CARD is found → use its exact filter_field and filter_value. No exceptions.
+* If NO ENTITY_CARD matches → use the closest field from SCHEMA CONTEXT as filter.
+* Filters must NEVER be empty regardless of entity card availability.
+
+═══ DATE LAW (ABSOLUTE) ═══
+NEVER hardcode, guess, or invent date values.
+Always resolve relative dates using Frappe utility expressions:
+ today → frappe.utils.today()
+ yesterday → frappe.utils.add_days(frappe.utils.today(), -1)
+ tomorrow → frappe.utils.add_days(frappe.utils.today(), 1)
+ next week → frappe.utils.add_days(frappe.utils.today(), 7)
+ last week → frappe.utils.add_days(frappe.utils.today(), -7)
+ next month → frappe.utils.add_months(frappe.utils.today(), 1)
+ last month → frappe.utils.add_months(frappe.utils.today(), -1)
+
+═══ BULK LIMIT LAW ═══
+Maximum 50 records per bulk update.
+If user intent may update more than 50 records return:
+{
+ "payload": {
+ "error": "Bulk update limit exceeded. Please provide narrower filters."
+ }
+}
+
+═══ DOCSTATUS LAW ═══
+Never update docstatus manually.
+Never use status as a replacement for docstatus.
+Never add docstatus to any update payload.
+
+═══ HARD LAWS (ABSOLUTE — ZERO EXCEPTIONS) ═══
+LAW 1: Payload is NEVER empty. Ever. Partial is acceptable. Empty is forbidden.
+LAW 2: Every field must exist in SCHEMA CONTEXT under the exact doctype used.
+LAW 3: Every doctype must exist in SCHEMA CONTEXT.
+LAW 4: Linked doctypes require an explicit link relationship in SCHEMA CONTEXT.
+LAW 5: UPDATE payloads must ALWAYS contain filters. Empty filters = forbidden.
+LAW 6: UPDATE payloads must ALWAYS contain data. Empty data = forbidden.
+LAW 7: Only UPDATE operations allowed. INSERT, DELETE, SELECT, SQL, submit, cancel, amend = forbidden.
+LAW 8: Never update a fetched/read-only field directly — always update at source linked doctype.
+LAW 9: Always use entity card filter_field and filter_value when entity cards are provided.
+LAW 10: Never drop a valid user-requested field that exists in SCHEMA CONTEXT.
+LAW 11: Never add fields the user did not request.
+LAW 12: If payload would be empty → output best possible partial payload instead.
+LAW 13: (Table) fields are NEVER placed inside data{}. Ever.
+LAW 14: Child row fields come from the child doctype in SCHEMA CONTEXT — never guessed.
+LAW 15: Never use the ROOT document name as the linked document name — they are always different.
+LAW 16: Always reach linked documents THROUGH their parent document — never update linked docs directly.
+LAW 17: ENTITY_CARDS filter_value MUST be used as-is in filters —
+ NEVER use raw user text when a matching entity card exists.
+
+═══ LINKED DOCUMENT UPDATE LAW (CRITICAL) ═══
+
+RULE: Never update a linked document directly.
+Always reach it THROUGH its parent document.
+
+ROOT DOCUMENT DETECTION:
+Before generating any update payload, identify:
+ Q1: What is the ROOT document the user is referring to?
+ (Customer, Supplier, Employee, Sales Order, Project etc.)
+ Q2: Does the field to update belong to the ROOT document
+ or to a LINKED document?
+ Q3: Does a link field (→) exist between them in SCHEMA CONTEXT?
+
+DECISION:
+ Field belongs to ROOT document directly
+ → use "update"
+
+ Field belongs to a LINKED document's direct field
+ → use "update_linked"
+ → doctype = ROOT doctype
+ → filters = ROOT document filters
+ → linked_doctype = linked doctype
+ → link_via = link field on ROOT
+
+ Field belongs to a CHILD TABLE of a LINKED document
+ → use "update_linked_child"
+ → doctype = ROOT doctype
+ → filters = ROOT document filters
+ → linked_doctype = linked doctype
+ → link_via = link field on ROOT
+ → child_table = child table fieldname on LINKED doctype
+
+ Field belongs to a CHILD TABLE of the ROOT document
+ → use "update_child"
+ → doctype = ROOT doctype
+ → name = ROOT document name
+
+ABSOLUTE RULES:
+RULE 1: The ROOT doctype is always the doctype the user
+ explicitly mentions — never the linked doctype.
+RULE 2: Never use the ROOT document name as the linked
+ document name — they are always different.
+RULE 3: Never filter directly on a linked doctype using
+ the ROOT document name as its identifier.
+RULE 4: Always resolve the linked document via the ROOT
+ document's link field or Dynamic Link — never assume
+ linked document name equals ROOT document name.
+RULE 5: If the field exists on both ROOT and LINKED doctype
+ in SCHEMA CONTEXT — always update it on the LINKED
+ doctype via update_linked or update_linked_child.
+
+EXAMPLES:
+ "Update email of customer X"
+ → ROOT: Customer, LINKED: Contact (via customer_primary_contact)
+ → email_id in Contact Email child table
+ → update_linked_child
+
+ "Update phone of supplier Y"
+ → ROOT: Supplier, LINKED: Contact (via supplier_primary_contact)
+ → phone in Contact Phone child table
+ → update_linked_child
+
+ "Update address city of customer X"
+ → ROOT: Customer, LINKED: Address (via customer_primary_address)
+ → city directly on Address
+ → update_linked
+
+ "Update qty of item in Sales Order SO-00001"
+ → ROOT: Sales Order, CHILD TABLE: items
+ → qty in items child table of Sales Order
+ → update_child
+
+ "Update department of employee Sara Ahmed"
+ → ROOT: Employee, field: department directly on Employee
+ → update
+
+NEVER:
+ ❌ ROOT name used as LINKED document filter
+ ❌ Directly updating Contact, Address, Bank Account
+ without going through parent document
+ ❌ update_child on a linked doctype directly
+ ❌ Assuming linked document name = parent document name
+
+═══ EMPTY PAYLOAD PREVENTION (ABSOLUTE — ZERO TOLERANCE) ═══
+Empty payload = critical failure. There is NO acceptable reason to return empty.
+
+RULE 1: SCHEMA CONTEXT has required doctype → generate complete payload.
+RULE 2: SCHEMA CONTEXT missing some fields → generate partial payload with available fields.
+RULE 3: SCHEMA CONTEXT missing doctype → generate best-effort payload with closest available doctype.
+RULE 4: Nothing matches → generate minimal payload with at least operation, doctype, filters, data.
+RULE 5: {} is never acceptable under any circumstance.
+RULE 6: Uncertainty is NOT a reason to return empty.
+RULE 7: Missing fields are NOT a reason to return empty.
+RULE 8: If about to return empty → STOP → go back → generate best partial payload.
+
+MINIMUM ACCEPTABLE PAYLOAD:
+{
+ "payload": {
+ "operation": "update",
+ "doctype": "",
+ "filters": {"name": ""},
+ "data": {"": ""},
+ "bulk": false
+ }
+}
+
+═══ FINAL CHECK (MANDATORY — answer each before outputting) ═══
+1. Every field verified in SCHEMA CONTEXT?
+2. Every doctype verified in SCHEMA CONTEXT?
+3. Entity cards applied correctly?
+4. Relative dates resolved using Frappe utilities?
+5. Linked doctypes validated via explicit link field in SCHEMA CONTEXT?
+6. Child table fieldnames verified as (Table) fields in SCHEMA CONTEXT?
+7. Child row fields verified under child doctype in SCHEMA CONTEXT?
+8. Correct UPDATE operation selected?
+9. Filters present and non-empty?
+10. Data present and non-empty?
+11. Bulk limit respected?
+12. Payload non-empty?
+13. Zero (Table) fields inside data{}?
+14. All fetched/read-only fields routed to source linked doctype?
+15. Linked document reached through parent — never directly?
+
+If any answer is NO → fix before outputting.
+If payload still incomplete → output best possible partial payload. Never output empty.
+
+═══ OUTPUT LAW (ABSOLUTE) ═══
+Output ONLY raw JSON. No explanation. No markdown. No extra keys. No comments.
+No ```json fences. No text before or after JSON.
+Response MUST start with '{' and end with '}'.
+All keys and string values must use double quotes.
+Must be parseable by Python json.loads() without preprocessing.
+Required structure:
+{
+ "payload": {
+ ...
+ }
+}
\ No newline at end of file
diff --git a/changai/changai/prompts/update_user_prompt.txt b/changai/changai/prompts/update_user_prompt.txt
new file mode 100644
index 0000000..e3b456c
--- /dev/null
+++ b/changai/changai/prompts/update_user_prompt.txt
@@ -0,0 +1,2 @@
+User Question:{question}
+Schema Context:{context}
diff --git a/changai/public/dist/changai-chatbot.js b/changai/public/dist/changai-chatbot.js
index 7537fb6..bc9d5ba 100644
--- a/changai/public/dist/changai-chatbot.js
+++ b/changai/public/dist/changai-chatbot.js
@@ -1,181 +1,69 @@
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Promise.resolve({ Bot: `[TEST MODE] ${JSON.stringify(t)}` }) : !window.frappe || !window.frappe.call ? Promise.reject(new Error("Frappe API is unavailable in actual mode.")) : new Promise((s, r) => { window.frappe.call({ method: e, args: t, callback(i) { s(i.message) }, error(i) { r(i) } }) }) } function Pc(e, t, n = "actual", s = null, r) { if (n === "test") return { promise: Promise.resolve({ Bot: `[TEST MODE] ${JSON.stringify({ user_question: e, chat_id: t, request_id: s, sendNonErptoAI: r })}` }), cancel: () => !1 }; if (!window.frappe || !window.frappe.call) return { promise: Promise.reject(new Error("Frappe API is unavailable in actual mode.")), cancel: () => !1 }; let i = null, o = !1; return { promise: new Promise((f, u) => { i = window.frappe.call({ method: Cs.PIPELINE, args: { user_question: e, chat_id: t, request_id: s, sendNonErptoAI: r }, callback(d) { o = !0, f(d.message) }, error(d) { o = !0, u(d) } }) }), cancel: () => o || !i || typeof i.abort != "function" ? !1 : (i.abort(), o = !0, !0) } } function Ic(e, t = "actual") { if (t === "test") return { promise: Promise.resolve(`[TEST MODE] ${JSON.stringify({ message: e })}`), cancel: () => !1 }; if (!window.frappe || !window.frappe.call) return { promise: Promise.reject(new Error("Frappe API is unavailable in actual mode.")), cancel: () => !1 }; let n = null, s = !1; return { promise: new Promise((o, a) => { n = window.frappe.call({ method: Cs.SUPPORT, args: { message: e }, callback(l) { s = !0, o(l.message) }, error(l) { s = !0, a(l) } }) }), cancel: () => s || !n || typeof n.abort != "function" ? !1 : (n.abort(), s = !0, !0) } } function Mc(e = "actual") { return Bo(Cs.SETTINGS, {}, e) } function Oc(e, t = "Zayd", n = "actual") { return Bo(Cs.TTS, { text: e, voice_id: t }, n) } function Sr() { return { async: !1, breaks: !1, extensions: null, gfm: !0, hooks: null, pedantic: !1, renderer: null, silent: !1, tokenizer: null, walkTokens: null } } var cn = Sr(); function Ho(e) { cn = e } var fn = { exec: () => null }; function le(e, t = "") { let n = typeof e == "string" ? e : e.source, s = { replace: (r, i) => { let o = typeof i == "string" ? i : i.source; return o = o.replace(We.caret, "$1"), n = n.replace(r, o), s }, getRegex: () => new RegExp(n, t) }; return s } var Lc = ((e = "") => { try { return !!new RegExp("(?<=1)(?/, blockquoteSetextReplace: /\n {0,3}((?:=+|-+) *)(?=\n|$)/g, blockquoteSetextReplace2: /^ {0,3}>[ \t]?/gm, listReplaceNesting: /^ {1,4}(?=( {4})*[^ ])/g, listIsTask: /^\[[ xX]\] +\S/, listReplaceTask: /^\[[ xX]\] +/, listTaskCheckbox: /\[[ xX]\]/, anyLine: /\n.*\n/, hrefBrackets: /^<(.*)>$/, tableDelimiter: /[:|]/, tableAlignChars: /^\||\| *$/g, tableRowBlankLine: /\n[ \t]*$/, tableAlignRight: /^ *-+: *$/, tableAlignCenter: /^ *:-+: *$/, tableAlignLeft: /^ *:-+ *$/, startATag: /^/i, startPreScriptTag: /^<(pre|code|kbd|script)(\s|>)/i, endPreScriptTag: /^<\/(pre|code|kbd|script)(\s|>)/i, startAngleBracket: /^, endAngleBracket: />$/, pedanticHrefTitle: /^([^'"]*[^\s])\s+(['"])(.*)\2/, unicodeAlphaNumeric: /[\p{L}\p{N}]/u, escapeTest: /[&<>"']/, escapeReplace: /[&<>"']/g, escapeTestNoEncode: /[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/, escapeReplaceNoEncode: /[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/g, caret: /(^|[^\[])\^/g, percentDecode: /%25/g, findPipe: /\|/g, splitPipe: / \|/, slashPipe: /\\\|/g, carriageReturn: /\r\n|\r/g, spaceLine: /^ +$/gm, notSpaceStart: /^\S*/, endingNewline: /\n$/, listItemRegex: e => new RegExp(`^( {0,3}${e})((?:[ ][^\\n]*)?(?:\\n|$))`), nextBulletRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}(?:[*+-]|\\d{1,9}[.)])((?:[ ][^\\n]*)?(?:\\n|$))`), hrRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}((?:- *){3,}|(?:_ *){3,}|(?:\\* *){3,})(?:\\n+|$)`), fencesBeginRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}(?:\`\`\`|~~~)`), headingBeginRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}#`), htmlBeginRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}<(?:[a-z].*>|!--)`, "i"), blockquoteBeginRegex: e => new RegExp(`^ {0,${Math.min(3, e - 1)}}>`) }, $c = /^(?:[ \t]*(?:\n|$))+/, Dc = /^((?: {4}| {0,3}\t)[^\n]+(?:\n(?:[ \t]*(?:\n|$))*)?)+/, Nc = /^ {0,3}(`{3,}(?=[^`\n]*(?:\n|$))|~{3,})([^\n]*)(?:\n|$)(?:|([\s\S]*?)(?:\n|$))(?: {0,3}\1[~`]* *(?=\n|$)|$)/, Kn = /^ {0,3}((?:-[\t ]*){3,}|(?:_[ \t]*){3,}|(?:\*[ \t]*){3,})(?:\n+|$)/, Fc = /^ {0,3}(#{1,6})(?=\s|$)(.*)(?:\n+|$)/, Er = / {0,3}(?:[*+-]|\d{1,9}[.)])/, zo = /^(?!bull |blockCode|fences|blockquote|heading|html|table)((?:.|\n(?!\s*?\n|bull |blockCode|fences|blockquote|heading|html|table))+?)\n {0,3}(=+|-+) *(?:\n+|$)/, Uo = le(zo).replace(/bull/g, Er).replace(/blockCode/g, /(?: {4}| {0,3}\t)/).replace(/fences/g, / {0,3}(?:`{3,}|~{3,})/).replace(/blockquote/g, / {0,3}>/).replace(/heading/g, / {0,3}#{1,6}/).replace(/html/g, / {0,3}<[^\n>]+>\n/).replace(/\|table/g, "").getRegex(), Bc = le(zo).replace(/bull/g, Er).replace(/blockCode/g, /(?: {4}| {0,3}\t)/).replace(/fences/g, / {0,3}(?:`{3,}|~{3,})/).replace(/blockquote/g, / {0,3}>/).replace(/heading/g, / {0,3}#{1,6}/).replace(/html/g, / {0,3}<[^\n>]+>\n/).replace(/table/g, / {0,3}\|?(?:[:\- ]*\|)+[\:\- ]*\n/).getRegex(), Ar = /^([^\n]+(?:\n(?!hr|heading|lheading|blockquote|fences|list|html|table| +\n)[^\n]+)*)/, Hc = /^[^\n]+/, Rr = /(?!\s*\])(?:\\[\s\S]|[^\[\]\\])+/, zc = le(/^ {0,3}\[(label)\]: *(?:\n[ \t]*)?([^<\s][^\s]*|<.*?>)(?:(?: +(?:\n[ \t]*)?| *\n[ \t]*)(title))? *(?:\n+|$)/).replace("label", Rr).replace("title", /(?:"(?:\\"?|[^"\\])*"|'[^'\n]*(?:\n[^'\n]+)*\n?'|\([^()]*\))/).getRegex(), Uc = le(/^(bull)([ \t][^\n]+?)?(?:\n|$)/).replace(/bull/g, Er).getRegex(), Ps = "address|article|aside|base|basefont|blockquote|body|caption|center|col|colgroup|dd|details|dialog|dir|div|dl|dt|fieldset|figcaption|figure|footer|form|frame|frameset|h[1-6]|head|header|hr|html|iframe|legend|li|link|main|menu|menuitem|meta|nav|noframes|ol|optgroup|option|p|param|search|section|summary|table|tbody|td|tfoot|th|thead|title|tr|track|ul", Cr = /|$))/, jc = le("^ {0,3}(?:<(script|pre|style|textarea)[\\s>][\\s\\S]*?(?:\\1>[^\\n]*\\n+|$)|comment[^\\n]*(\\n+|$)|<\\?[\\s\\S]*?(?:\\?>\\n*|$)|\\n*|$)|\\n*|$)|?(tag)(?: +|\\n|/?>)[\\s\\S]*?(?:(?:\\n[ ]*)+\\n|$)|<(?!script|pre|style|textarea)([a-z][\\w-]*)(?:attribute)*? */?>(?=[ \\t]*(?:\\n|$))[\\s\\S]*?(?:(?:\\n[ ]*)+\\n|$)|(?!script|pre|style|textarea)[a-z][\\w-]*\\s*>(?=[ \\t]*(?:\\n|$))[\\s\\S]*?(?:(?:\\n[ ]*)+\\n|$))", "i").replace("comment", Cr).replace("tag", Ps).replace("attribute", / +[a-zA-Z:_][\w.:-]*(?: *= *"[^"\n]*"| *= *'[^'\n]*'| *= *[^\s"'=<>`]+)?/).getRegex(), jo = le(Ar).replace("hr", Kn).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("|lheading", "").replace("|table", "").replace("blockquote", " {0,3}>").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)])[ \\t]").replace("html", "?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", Ps).getRegex(), Vc = le(/^( {0,3}> ?(paragraph|[^\n]*)(?:\n|$))+/).replace("paragraph", jo).getRegex(), Pr = { blockquote: Vc, code: Dc, def: zc, fences: Nc, heading: Fc, hr: Kn, html: jc, lheading: Uo, list: Uc, newline: $c, paragraph: jo, table: fn, text: Hc }, Vo = le("^ *([^\\n ].*)\\n {0,3}((?:\\| *)?:?-+:? *(?:\\| *:?-+:? *)*(?:\\| *)?)(?:\\n((?:(?! *\\n|hr|heading|blockquote|code|fences|list|html).*(?:\\n|$))*)\\n*|$)").replace("hr", Kn).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("blockquote", " {0,3}>").replace("code", "(?: {4}| {0,3} )[^\\n]").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)])[ \\t]").replace("html", "?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", Ps).getRegex(), qc = { ...Pr, lheading: Bc, table: Vo, paragraph: le(Ar).replace("hr", Kn).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("|lheading", "").replace("table", Vo).replace("blockquote", " {0,3}>").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)])[ \\t]").replace("html", "?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", Ps).getRegex() }, Wc = {
- ...Pr, html: le(`^ *(?:comment *(?:\\n|\\s*$)|<(tag)[\\s\\S]+?\\1> *(?:\\n{2,}|\\s*$)|\\s]*)*?/?> *(?:\\n{2,}|\\s*$))`).replace("comment", Cr).replace(/tag/g, "(?!(?:a|em|strong|small|s|cite|q|dfn|abbr|data|time|code|var|samp|kbd|sub|sup|i|b|u|mark|ruby|rt|rp|bdi|bdo|span|br|wbr|ins|del|img)\\b)\\w+(?!:|[^\\w\\s@]*@)\\b").getRegex(), def: /^ *\[([^\]]+)\]: *([^\s>]+)>?(?: +(["(][^\n]+[")]))? *(?:\n+|$)/, heading: /^(#{1,6})(.*)(?:\n+|$)/, fences: fn, lheading: /^(.+?)\n {0,3}(=+|-+) *(?:\n+|$)/, paragraph: le(Ar).replace("hr", Kn).replace("heading", ` *#{1,6} *[^
-]`).replace("lheading", Uo).replace("|table", "").replace("blockquote", " {0,3}>").replace("|fences", "").replace("|list", "").replace("|html", "").replace("|tag", "").getRegex()
- }, Gc = /^\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/, Kc = /^(`+)([^`]|[^`][\s\S]*?[^`])\1(?!`)/, qo = /^( {2,}|\\)\n(?!\s*$)/, Yc = /^(`+|[^`])(?:(?= {2,}\n)|[\s\S]*?(?:(?=[\\`+)[^`]+\k(?!`))*?\]\((?:\\[\s\S]|[^\\\(\)]|\((?:\\[\s\S]|[^\\\(\)])*\))*\)/).replace("precode-", Lc ? "(?`+)[^`]+\k(?!`)/).replace("html", /<(?! )[^<>]*?>/).getRegex(), Go = /^(?:\*+(?:((?!\*)punct)|([^\s*]))?)|^_+(?:((?!_)punct)|([^\s_]))?/, ef = le(Go, "u").replace(/punct/g, _n).getRegex(), tf = le(Go, "u").replace(/punct/g, Wo).getRegex(), Ko = "^[^_*]*?__[^_*]*?\\*[^_*]*?(?=__)|[^*]+(?=[^*])|(?!\\*)punct(\\*+)(?=[\\s]|$)|notPunctSpace(\\*+)(?!\\*)(?=punctSpace|$)|(?!\\*)punctSpace(\\*+)(?=notPunctSpace)|[\\s](\\*+)(?!\\*)(?=punct)|(?!\\*)punct(\\*+)(?!\\*)(?=punct)|notPunctSpace(\\*+)(?=notPunctSpace)", nf = le(Ko, "gu").replace(/notPunctSpace/g, Ir).replace(/punctSpace/g, Is).replace(/punct/g, _n).getRegex(), sf = le(Ko, "gu").replace(/notPunctSpace/g, Qc).replace(/punctSpace/g, Xc).replace(/punct/g, Wo).getRegex(), rf = le("^[^_*]*?\\*\\*[^_*]*?_[^_*]*?(?=\\*\\*)|[^_]+(?=[^_])|(?!_)punct(_+)(?=[\\s]|$)|notPunctSpace(_+)(?!_)(?=punctSpace|$)|(?!_)punctSpace(_+)(?=notPunctSpace)|[\\s](_+)(?!_)(?=punct)|(?!_)punct(_+)(?!_)(?=punct)", "gu").replace(/notPunctSpace/g, Ir).replace(/punctSpace/g, Is).replace(/punct/g, _n).getRegex(), of = le(/^~~?(?:((?!~)punct)|[^\s~])/, "u").replace(/punct/g, _n).getRegex(), lf = "^[^~]+(?=[^~])|(?!~)punct(~~?)(?=[\\s]|$)|notPunctSpace(~~?)(?!~)(?=punctSpace|$)|(?!~)punctSpace(~~?)(?=notPunctSpace)|[\\s](~~?)(?!~)(?=punct)|(?!~)punct(~~?)(?!~)(?=punct)|notPunctSpace(~~?)(?=notPunctSpace)", af = le(lf, "gu").replace(/notPunctSpace/g, Ir).replace(/punctSpace/g, Is).replace(/punct/g, _n).getRegex(), uf = le(/\\(punct)/, "gu").replace(/punct/g, _n).getRegex(), cf = le(/^<(scheme:[^\s\x00-\x1f<>]*|email)>/).replace("scheme", /[a-zA-Z][a-zA-Z0-9+.-]{1,31}/).replace("email", /[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/).getRegex(), ff = le(Cr).replace("(?:-->|$)", "-->").getRegex(), pf = le("^comment|^[a-zA-Z][\\w:-]*\\s*>|^<[a-zA-Z][\\w-]*(?:attribute)*?\\s*/?>|^<\\?[\\s\\S]*?\\?>|^|^").replace("comment", ff).replace("attribute", /\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/).getRegex(), Ms = /(?:\[(?:\\[\s\S]|[^\[\]\\])*\]|\\[\s\S]|`+(?!`)[^`]*?`+(?!`)|``+(?=\])|[^\[\]\\`])*?/, df = le(/^!?\[(label)\]\(\s*(href)(?:(?:[ \t]+(?:\n[ \t]*)?|\n[ \t]*)(title))?\s*\)/).replace("label", Ms).replace("href", /<(?:\\.|[^\n<>\\])+>|[^ \t\n\x00-\x1f]*/).replace("title", /"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/).getRegex(), Yo = le(/^!?\[(label)\]\[(ref)\]/).replace("label", Ms).replace("ref", Rr).getRegex(), Zo = le(/^!?\[(ref)\](?:\[\])?/).replace("ref", Rr).getRegex(), hf = le("reflink|nolink(?!\\()", "g").replace("reflink", Yo).replace("nolink", Zo).getRegex(), Xo = /[hH][tT][tT][pP][sS]?|[fF][tT][pP]/, Mr = { _backpedal: fn, anyPunctuation: uf, autolink: cf, blockSkip: Jc, br: qo, code: Kc, del: fn, delLDelim: fn, delRDelim: fn, emStrongLDelim: ef, emStrongRDelimAst: nf, emStrongRDelimUnd: rf, escape: Gc, link: df, nolink: Zo, punctuation: Zc, reflink: Yo, reflinkSearch: hf, tag: pf, text: Yc, url: fn }, gf = { ...Mr, link: le(/^!?\[(label)\]\((.*?)\)/).replace("label", Ms).getRegex(), reflink: le(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label", Ms).getRegex() }, Or = { ...Mr, emStrongRDelimAst: sf, emStrongLDelim: tf, delLDelim: of, delRDelim: af, url: le(/^((?:protocol):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/).replace("protocol", Xo).replace("email", /[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/).getRegex(), _backpedal: /(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/, del: /^(~~?)(?=[^\s~])((?:\\[\s\S]|[^\\])*?(?:\\[\s\S]|[^\s~\\]))\1(?=[^~]|$)/, text: le(/^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\": ">", '"': """, "'": "'" }, Qo = e => bf[e]; function Ct(e, t) { if (t) { if (We.escapeTest.test(e)) return e.replace(We.escapeReplace, Qo) } else if (We.escapeTestNoEncode.test(e)) return e.replace(We.escapeReplaceNoEncode, Qo); return e } function Jo(e) { try { e = encodeURI(e).replace(We.percentDecode, "%") } catch { return null } return e } function el(e, t) { var i; let n = e.replace(We.findPipe, (o, a, l) => { let f = !1, u = a; for (; --u >= 0 && l[u] === "\\";)f = !f; return f ? "|" : " |" }), s = n.split(We.splitPipe), r = 0; if (s[0].trim() || s.shift(), s.length > 0 && !((i = s.at(-1)) != null && i.trim()) && s.pop(), t) if (s.length > t) s.splice(t); else for (; s.length < t;)s.push(""); for (; r < s.length; r++)s[r] = s[r].trim().replace(We.slashPipe, "|"); return s } function Qt(e, t, n) { let s = e.length; if (s === 0) return ""; let r = 0; for (; r < s && e.charAt(s - r - 1) === t;)r++; return e.slice(0, s - r) } function tl(e) {
- let t = e.split(`
-`), n = t.length - 1; for (; n >= 0 && We.blankLine.test(t[n]);)n--; return t.length - n <= 2 ? e : t.slice(0, n + 1).join(`
-`)
- } function xf(e, t) { if (e.indexOf(t[1]) === -1) return -1; let n = 0; for (let s = 0; s < e.length; s++)if (e[s] === "\\") s++; else if (e[s] === t[0]) n++; else if (e[s] === t[1] && (n--, n < 0)) return s; return n > 0 ? -2 : -1 } function yf(e, t = 0) { let n = t, s = ""; for (let r of e) if (r === " ") { let i = 4 - n % 4; s += " ".repeat(i), n += i } else s += r, n++; return s } function nl(e, t, n, s, r) { let i = t.href, o = t.title || null, a = e[1].replace(r.other.outputLinkReplace, "$1"); s.state.inLink = !0; let l = { type: e[0].charAt(0) === "!" ? "image" : "link", raw: n, href: i, title: o, text: a, tokens: s.inlineTokens(a) }; return s.state.inLink = !1, l } function wf(e, t, n) {
- let s = e.match(n.other.indentCodeCompensation); if (s === null) return t; let r = s[1]; return t.split(`
-`).map(i => { let o = i.match(n.other.beginningSpace); if (o === null) return i; let [a] = o; return a.length >= r.length ? i.slice(r.length) : i }).join(`
-`)
- } var Ls = class {
- constructor(e) { _e(this, "options"); _e(this, "rules"); _e(this, "lexer"); this.options = e || cn } space(e) { let t = this.rules.block.newline.exec(e); if (t && t[0].length > 0) return { type: "space", raw: t[0] } } code(e) { let t = this.rules.block.code.exec(e); if (t) { let n = this.options.pedantic ? t[0] : tl(t[0]), s = n.replace(this.rules.other.codeRemoveIndent, ""); return { type: "code", raw: n, codeBlockStyle: "indented", text: s } } } fences(e) { let t = this.rules.block.fences.exec(e); if (t) { let n = t[0], s = wf(n, t[3] || "", this.rules); return { type: "code", raw: n, lang: t[2] ? t[2].trim().replace(this.rules.inline.anyPunctuation, "$1") : t[2], text: s } } } heading(e) {
- let t = this.rules.block.heading.exec(e); if (t) {
- let n = t[2].trim(); if (this.rules.other.endingHash.test(n)) { let s = Qt(n, "#"); (this.options.pedantic || !s || this.rules.other.endingSpaceChar.test(s)) && (n = s.trim()) } return {
- type: "heading", raw: Qt(t[0], `
-`), depth: t[1].length, text: n, tokens: this.lexer.inline(n)
- }
- }
- } hr(e) {
- let t = this.rules.block.hr.exec(e); if (t) return {
- type: "hr", raw: Qt(t[0], `
-`)
- }
- } blockquote(e) {
- let t = this.rules.block.blockquote.exec(e); if (t) {
- let n = Qt(t[0], `
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