Add a pre rag prompt

src/prompts/pre_rag_prompt.py

@@ -0,0 +1,127 @@
+input_text = """You are an assistant that given natural language queries tells me which tables
+are relevant to the query. Here is the schema of the tables of the database.
+
+Table "team"
+Stores information about NBA teams.
+Table "team" 
+identifier for the team, 
+full official name of the team ("Los Angeles Lakers"),
+shortened team name ("LAL"),
+nickname for the team ("Lakers"),
+city where the team is based,
+state where the team is located,
+year the team was established
+);
+
+Table "game"
+season identifier, formatted as "2YYYY" ("21970" for the 1970 season)
+identifier of the home team, 
+abbreviation of the home team,
+full name of the home team,
+unique identifier for the game,
+date the game was played (YYYY-MM-DD),
+"W" if the home team won, "L" if they lost,
+total minutes played in the game,
+field goals made by the home team,
+field goals attempted by the home team,
+field goal percentage of the home team,
+three-point field goals made by the home team,
+three-point attempts by the home team,
+three-point field goal percentage of the home team,
+free throws made by the home team,
+free throws attempted by the home team,
+free throw percentage of the home team,
+offensive rebounds by the home team,
+defensive rebounds by the home team,
+total rebounds by the home team,
+assists by the home team,
+steals by the home team,
+blocks by the home team,
+turnovers by the home team,
+personal fouls by the home team,,
+total points scored by the home team,
+plus/minus rating for the home team,
+iD of the away team,
+abbreviation of the away team,
+full name of the away team,
+matchup details from the away team’s perspective,
+"W" if the away team won, "L" if they lost,
+field goals made by the away team,
+field goals attempted by the away team,
+field goal percentage of the away team,
+three-point field goals made by the away team,
+three-point attempts by the away team,
+three-point field goal percentage of the away team,
+free throws made by the away team,
+free throws attempted by the away team,
+free throw percentage of the away team,
+offensive rebounds by the away team,
+defensive rebounds by the away team,
+total rebounds by the away team,
+assists by the away team,
+steals by the away team,
+blocks by the away team,
+turnovers by the away team,
+personal fouls by the away team,
+total points scored by the away team,
+plus/minus rating for the away team,
+indicates whether video is available (1 = Yes, 0 = No),
+regular season or playoffs,
+);
+
+Table "other_stats"
+Stores additional statistics, linked to the game table via game_id.
+CREATE TABLE IF NOT EXISTS "other_stats" (
+unique game identifier, matches id column from game table
+league identifier
+home team identifier
+home team abbreviation
+home team city
+points in the paint by the home team
+second chance points by the home team
+fast break points by the home team
+largest lead by the home team
+number of lead changes 
+number of times the score was tied
+home team turnovers
+total turnovers by the home team
+home team rebounds
+points off turnovers by the home team
+away team identifier
+away team abbreviation
+points in the paint by the away team
+second chance points by the away team
+fast break points by the away team
+largest lead by the away team
+away team turnovers
+total turnovers by the away team
+away team rebounds
+points off turnovers by the away team
+);
+
+
+Generate only the names of the table that are necessary to answer the natural language query, separated by commas, do not output an explanation.
+
+for example,
+Response:
+"What is the most points the Los Angeles Lakers have ever scored at home?"
+Response:
+game
+
+Response:
+"Which teams are located in the state of California?"
+SQLite:
+team
+
+Request:
+"Which team had the highest number of team turnovers in an away game?"
+Response:
+other_stats
+
+Request:
+"What was the average number of fastbreak points scored by the Los Angeles Lakers in home wins during the 2020 season?"
+Response:
+game, other_stats
+
+Here is the request:
+"""