Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -17,24 +17,17 @@ import io
|
|
| 17 |
import base64
|
| 18 |
|
| 19 |
class StreamLitResponse(ResponseParser):
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
self
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
self
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
def format_other(self, result):
|
| 33 |
-
self.results.append({"type": "text", "value": result['value']})
|
| 34 |
-
return
|
| 35 |
-
|
| 36 |
-
def get_results(self):
|
| 37 |
-
return self.results
|
| 38 |
|
| 39 |
|
| 40 |
load_dotenv() # Load environment variables at the beginning
|
|
@@ -47,8 +40,7 @@ if not GOOGLE_API_KEY:
|
|
| 47 |
|
| 48 |
def generateResponse(prompt, dfs):
|
| 49 |
llm = GoogleGemini(api_key=GOOGLE_API_KEY)
|
| 50 |
-
|
| 51 |
-
pandas_agent = SmartDatalake(dfs, config={"llm": llm, "response_parser": response_parser})
|
| 52 |
answer = pandas_agent.chat(prompt)
|
| 53 |
return answer
|
| 54 |
|
|
|
|
| 17 |
import base64
|
| 18 |
|
| 19 |
class StreamLitResponse(ResponseParser):
|
| 20 |
+
def __init__(self,context) -> None:
|
| 21 |
+
super().__init__(context)
|
| 22 |
+
def format_dataframe(self,result):
|
| 23 |
+
st.dataframe(result['value'])
|
| 24 |
+
return
|
| 25 |
+
def format_plot(self,result):
|
| 26 |
+
st.image(result['value'])
|
| 27 |
+
return
|
| 28 |
+
def format_other(self, result):
|
| 29 |
+
st.write(result['value'])
|
| 30 |
+
return
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
|
| 33 |
load_dotenv() # Load environment variables at the beginning
|
|
|
|
| 40 |
|
| 41 |
def generateResponse(prompt, dfs):
|
| 42 |
llm = GoogleGemini(api_key=GOOGLE_API_KEY)
|
| 43 |
+
pandas_agent = SmartDataframe(dataFrame,config={"llm":llm, "response_parser":StreamLitResponse}
|
|
|
|
| 44 |
answer = pandas_agent.chat(prompt)
|
| 45 |
return answer
|
| 46 |
|