langchain/tests/unit_tests
Jon Luo 0a1b1806e9
sql: do not hard code the LIMIT clause in the table_info section (#1563)
Seeing a lot of issues in Discord in which the LLM is not using the
correct LIMIT clause for different SQL dialects. ie, it's using `LIMIT`
for mssql instead of `TOP`, or instead of `ROWNUM` for Oracle, etc.
I think this could be due to us specifying the LIMIT statement in the
example rows portion of `table_info`. So the LLM is seeing the `LIMIT`
statement used in the prompt.
Since we can't specify each dialect's method here, I think it's fine to
just replace the `SELECT... LIMIT 3;` statement with `3 rows from
table_name table:`, and wrap everything in a block comment directly
following the `CREATE` statement. The Rajkumar et al paper wrapped the
example rows and `SELECT` statement in a block comment as well anyway.
Thoughts @fpingham?
2023-03-13 23:08:27 -07:00
..
agents Harrison/return intermediate (#1633) 2023-03-13 07:54:29 -07:00
callbacks (rfc) chat models (#1424) 2023-03-06 08:34:24 -08:00
chains Add read only shared memory (#1491) 2023-03-12 09:34:36 -07:00
data Prompt from file proof of concept using plain text (#127) 2022-11-13 13:15:30 -08:00
docstore wip: add method for both docstore and embeddings (#119) 2022-11-20 16:23:58 -08:00
document_loader Harrison/youtube loader (#1545) 2023-03-08 20:53:27 -08:00
llms (rfc) chat models (#1424) 2023-03-06 08:34:24 -08:00
output_parsers Add regex dict: (#1616) 2023-03-13 23:05:39 -07:00
prompts Harrison/callbacks (#1587) 2023-03-10 12:53:09 -08:00
tools Add a SQL agent for interacting with SQL Databases and JSON Agent for interacting with large JSON blobs (#1150) 2023-02-28 19:44:39 -08:00
utilities Centralize logic for loading from LangChainHub, add ability to pin dependencies (#805) 2023-01-30 14:52:17 -08:00
__init__.py
test_bash.py Optionally return shell output on incorrect command (#894) (#899) 2023-02-06 12:46:16 -08:00
test_formatting.py
test_python.py Add a SQL agent for interacting with SQL Databases and JSON Agent for interacting with large JSON blobs (#1150) 2023-02-28 19:44:39 -08:00
test_sql_database_schema.py sql: do not hard code the LIMIT clause in the table_info section (#1563) 2023-03-13 23:08:27 -07:00
test_sql_database.py sql: do not hard code the LIMIT clause in the table_info section (#1563) 2023-03-13 23:08:27 -07:00
test_text_splitter.py Harrison/shallow metadata (#1599) 2023-03-11 09:18:25 -08:00