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Browse files- sanatan_assistant.py +85 -7
sanatan_assistant.py
CHANGED
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@@ -3,6 +3,10 @@ from typing import Any, Literal
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from dotenv import load_dotenv
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from config import SanatanConfig
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from db import MetadataWhereClause, SanatanDatabase
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load_dotenv(override=True)
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logger = logging.getLogger(__name__)
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@@ -17,6 +21,72 @@ allowedScriptureTitles = Literal[
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*[scripture["title"] for scripture in sanatanConfig.scriptures]
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]
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def format_scripture_answer(
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collection_name: allowedCollections, question: str, query_tool_output: str
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):
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@@ -146,13 +216,21 @@ def query(
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except:
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raise
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-
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-
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return "\n\n".join(
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f"Document: {doc}\nMetadata: {meta}\nID: {id_}"
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from dotenv import load_dotenv
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from config import SanatanConfig
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from db import MetadataWhereClause, SanatanDatabase
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import time
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import random
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import logging
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from typing import Optional
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load_dotenv(override=True)
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logger = logging.getLogger(__name__)
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*[scripture["title"] for scripture in sanatanConfig.scriptures]
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]
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MAX_RETRIES = 3
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BASE_BACKOFF = 0.8 # seconds
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MAX_BACKOFF = 5.0
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class RateLimitedError(Exception):
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pass
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def _is_rate_limit_error(exc: Exception) -> bool:
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msg = str(exc).lower()
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return (
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"429" in msg
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or "rate limit" in msg
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or "<html" in msg # HF sends HTML error pages
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)
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def safe_search(
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*,
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collection_name,
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query,
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metadata_where_clause,
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n_results,
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search_type,
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):
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last_exc: Optional[Exception] = None
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for attempt in range(1, MAX_RETRIES + 1):
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try:
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return sanatanDatabase.search(
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collection_name=collection_name,
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query=query,
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metadata_where_clause=metadata_where_clause,
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n_results=n_results,
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search_type=search_type,
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)
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except Exception as exc:
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last_exc = exc
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if not _is_rate_limit_error(exc):
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# Non-transient error → fail fast
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logger.exception("Non-retriable DB error")
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raise
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# Rate limit / transient error
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if attempt >= MAX_RETRIES:
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break
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backoff = min(
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BASE_BACKOFF * (2 ** (attempt - 1)) + random.uniform(0, 0.2),
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MAX_BACKOFF,
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)
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logger.warning(
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"DB rate-limited (attempt %s/%s). Retrying in %.2fs",
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attempt,
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MAX_RETRIES,
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backoff,
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)
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time.sleep(backoff)
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logger.error("DB search failed after retries")
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raise RateLimitedError("Database temporarily unavailable") from last_exc
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def format_scripture_answer(
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collection_name: allowedCollections, question: str, query_tool_output: str
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):
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except:
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raise
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try:
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response = safe_search(
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collection_name=collection_name,
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query=query,
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metadata_where_clause=metadata_where_clause,
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n_results=n_results,
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search_type=search_type,
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)
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except RateLimitedError:
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logger.warning(
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"Falling back due to DB rate limit: collection=%s search_type=%s",
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collection_name,
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search_type,
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)
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return ""
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return "\n\n".join(
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f"Document: {doc}\nMetadata: {meta}\nID: {id_}"
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