gtp4all and sql
gnosisd opened this issue · 10 comments
can gpt4all connect to an sql database which is local or within a network ? if so how cause i have been trying almost 3 days i just cant figure it out.for example i am trying this [](https://python.langchain.com/en/latest/modules/models/llms/integrations/gpt4all.html) but with the sql function from here
using this script that i did with chatgpt `import sqlite3
from langchain.llms import GPT4All
Path to the GPT4All model
model_path = "C:/Users/AppData/Local/nomic.ai/GPT4All/ggml-gpt4all-l13b-snoozy.bin"
Path to the SQLite database
db_path = "C:/Users/gpt4allz/bin/db/Chinook.db"
Instantiate the model
model = GPT4All(model=model_path, n_ctx=512, n_threads=8)
Connect to the SQLite database
conn = sqlite3.connect(db_path)
Create a cursor
cur = conn.cursor()
Generate a SQL query using the model
query = model("What are the names of all the albums in the database?")
Execute the generated query
cur.execute(query)
Fetch all the rows
rows = cur.fetchall()
Print the rows
for row in rows:
print(row)
Close the connection
conn.close()
`and i just cant make it work.any ideas of making something like this? meaning get the local installation of gtp4all with a local sql to get it to answer back or make directly query to the db? anyone i need some help here !!!
the gpt4all-ui uses a local sqlite3 database that you can find in the folder databases.
The api has a database component integrated into it:
gpt4all_api/db.py
You can check that code to find out how I did it.
It is technically possible to connect to a remote database.
and i cant still do it......i needs a better mind that mine !
Technically, you can reimplement the db.py to connect to a remote database instead. Maybe if I have time I'll do it. My real problem is I have no time. And europ is not helping with their new Law that would literally oblige me to stop working on this tuff.
Fear and ignorance are the killers of the mind.
well i understand your point.me also are short on time and work in eu as well,not to worry but this is not the case i dont think you can do it so straight forward you need to tweak a lot of things to make it work,hope you get some time and look at it cause this is a must have for ai stuff.
If you want to connect GPT4All to a remote database, you will need to change the db_path variable to the path of the remote database. You will also need to change the query variable to a SQL query that can be executed against the remote database.
Once you have made these changes, you should be able to connect GPT4All to the remote database and execute SQL queries against it
If I want to analyze data from CSV file or excel file then how can we do it using gpt4all please reply.
Suppose, let us assume, that there are 1 lakh rows and 5 columns. Then, select a representative sample from the whole dataset by reducing it to 1 thousand rows and 5 columns, and ask GPT to generate the piece of code to analyse the data.
If you want to connect GPT4All to a remote database, you will need to change the db_path variable to the path of the remote database. You will also need to change the query variable to a SQL query that can be executed against the remote database.
Once you have made these changes, you should be able to connect GPT4All to the remote database and execute SQL queries against it
can you please elaborate for a newbie
and i cant still do it......i needs a better mind that mine !
did you find a solution. if yes could you help me