UPDATE: QDRANT

app.py

@@ -49,7 +49,7 @@ async def addText(vectorstore: str, text: str):
 
 @app.post("/answerQuery")
 async def answerQuestion(query: str, vectorstore: str, llmModel: str = "llama3-70b-8192"):
-    return answerQuery(query=str(query), vectorstore=str(vectorstore), llmModel=str(llmModel))
+    return answerQuery(query=query, vectorstore=vectorstore, llmModel=llmModel)
 
 
 @app.post("/deleteChatbot")

functions.py

@@ -141,7 +141,7 @@ def answerQuery(query: str, vectorstore: str, llmModel: str = "llama3-70b-8192")
     )
     retriever = vectorstore.as_retriever()
     chain = (
-        {"context": retriever | RunnableLambda(format_docs), "question": RunnablePassthrough(query)}
+        {"context": retriever | RunnableLambda(format_docs), "question": RunnablePassthrough()}
         | prompt
         | ChatGroq(model = llmModel, temperature = 0.3, max_tokens = 512)
         | StrOutputParser()
@@ -168,7 +168,7 @@ def listTables(username: str):
         global qdrantClient
         qdrantCollections = qdrantClient.get_collections()
         return {
-            "output": [qdrantCollections.collections[x].name for x in qdrantCollections if qdrantCollections.collections[x].name.split("-")[1] == username]
+            "output": list(filter(lambda x: True if x.split("-")[1] == username else False, [qdrantCollections.collections[0].name for x in qdrantCollections]))
         }
     except Exception as e:
         return {