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Comparing Fine-tuned and Default GPT-3.5 Turbo for Text Classification 3 Days Ago by usmanmalik57 …r"/home/mani/Datasets/Tweets.csv") def preprocess_data(dataset, n): # Remove rows where …Function to create the JSON structure for each row def create_json_structure(row): return { "messages": […the tweet passed as a parameter. ``` def find_sentiment_ft_gpt(tweet): content = ""&… Image Analysis Using OpenAI GPT-4o Model 1 Week Ago by usmanmalik57 … in an image. ``` base64_image = encode_image64(image_path) def predict_sentiment(query): response = client.chat.completions.create( …. ``` base64_image1 = encode_image64(image_path1) base64_image2 = encode_image64(image_path2) def predict_sentiment(query): response = client.chat.completions.create( model=… OpenAI GPT-4o vs Meta Llama 3 for Zero Shot Text Classifiation 2 Weeks Ago by usmanmalik57 … The following script preprocesses the dataset and filters the tweets. ``` def preprocess_data(dataset): # Remove rows where 'airline_sentiment' or 'text' … ``` client = Groq( api_key=os.environ.get("GROQ_API_KEY"), ) def find_sentiment_llama3(tweet): content = """What is the sentiment… Text to Speech Conversion Using Hugging Face Transformers 3 Weeks Ago by usmanmalik57 … a function that generates speech based on the specified parameters: ``` def generate_speech(text, language = "EN", speaker_id = "EN-US… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 2 Months Ago by usmanmalik57 …= { "max_output_tokens": 10, "temperature": 0.0, } def find_sentiment_gemini(tweet): content = """What is the sentiment…get("ANTHROPIC_API_KEY") api_key = os.environ.get('ANTHROPIC_API_KEY') ) def find_sentiment_claude(tweet): content = """What is the … Paris Olympics Ticket Information Chatbot with Memory Using LangChain 2 Months Ago by usmanmalik57 …user's input query and returns a chatbot response. ``` def generate_response(query): response = retrieval_chain.invoke({"input":…and add them to the `chat_history` list. ``` chat_history = [] def generate_response_with_memory(query): result = retrieval_chain.invoke({ "chat_history": chat_history,… Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain 2 Months Ago by usmanmalik57 … following script implements the method to generate the final response. ``` def generate_response(query): response = retrieval_chain.invoke({"input": query}) print… Using Natural Language to Query SQL Databases with Python LangChain Module 2 Months Ago by usmanmalik57 … the `invoke()` method to run the query via the agent. ``` def get_db_response(db, query): agent_executor = create_sql_agent(LLM, db=db, agent_type="… Question Answering with YouTube Videos Using RAG in LangChain 1 Month Ago by usmanmalik57 … application will be able to answer follow-up questions. ``` chat_history = [] def generate_response_with_memory(query): result = retrieval_chain.invoke({ "chat_history": chat_history, "… Retrieval Augmented Generation with Hugging Face Models in LangChain 1 Month Ago by usmanmalik57 …;end>` token and returned only the model's reply. ``` def generate_response(query): response = retrieval_chain.invoke({"input": query}) return… Summarizing YouTube Video Transcriptions Using Distil Whisper and LLM 1 Month Ago by usmanmalik57 … uses the Mistral-7B model to generate the model response. ``` def generate_response(input_text, response_tokens, temperature): messages = [ {"role": "user… Re: Extract Tabular Data from PDF Images using Hugging Face Table Transformer 1 Month Ago by Harini sri Hi, Thank you so much for the above code. Its giving better results compared to other libraries. I have few questions. In some tables, I have common column name for three columns and further I have sub columns like below.... in these cases the tables are not getting extracted properly...Do you have any suggestions for handling such cases? Also … Re: Using Natural Language to Query SQL Databases with Python LangChain Module 1 Month Ago by aishamushtaq very helpful def, plg explain little bit more about this 10 Years Ago by !@#$ def y we need this in ruby i am beginner of ruby i donot understand what is use of def with out this we make code also i think according to my knowledge it is reserve word Re: def, plg explain little bit more about this 10 Years Ago by sepp2k You need the `def` keyword to define methods in Ruby. The reason that you need a keyword for this is that the creator of Ruby decided that was the most convenient syntax for method definitions. def __init__ problem 14 Years Ago by ChargrO …by itself but i want to implement def hello and def toggle into def __init__(self, master=None), at the… would like the code to stay inside the def __init__ because i will be adding other functions …this. [CODE] from Tkinter import * class Application(Frame): def __init__(self, master=None): self.master = master=None … Re: def __init__ problem 14 Years Ago by ChargrO …out here?? [CODE] from Tkinter import * class Application(Frame): def __init__(self, master=None): self.master = master self.menubar =…self) submenu=Menu(menubar,tearoff=0) def hello(self): print "hello !" def toggle(self): if submenu.entrycget(0,&… def function(): help 17 Years Ago by mruane … my understanding of the area... [code] def function(): print '''The user inputs their favourite… a different function is called.''' print prompt_funct1() def prompt_funct1(): prompt_f1 = raw_input("What is your… so this goes smoother! ''' except: pass def explain(): print '''Can I call function prompt_funct1()'s… .def Files, dll, Linking Error 13 Years Ago by JimSim … getting are similar to the one below: [ICODE]Linking... .\Reports.def(4) : warning LNK4017: DESCRIPTION statement not supported for the target… the problem might be with the file Reports.def (code below). [CODE]; Reports.def : Declares the module parameters for the DLL. LIBRARY… Re: def function(): help 17 Years Ago by Zonr_0 … define an input statement inside of a function: [code=python] def question(q): #Bassiccly, you are setting the variable 'response' to… a response depending on what the user says: [code=python] def question(q): #Bassiccly, you are setting the variable 'response' to… Re: def function(): help 16 Years Ago by caribedude O.k. I understood everything that has gone on here so far, but what I want to know is how to extract a variable from a def. For example, if I wanted to use the response variable for something outside the def, how would I extract it? Re: def function(): help 16 Years Ago by slate … mean something like that?: [CODE=python] functs=['blue','red','yellow'] def explain(): print("just type in the function name like… %s"%" or ".join(functs)) def funct_blue(): print("blue called") while True: inp=raw_input… Re: .def Files, dll, Linking Error 13 Years Ago by JimSim … now solved the problem. The method name given in the .def file is the "decorated name" eg: [code]?ReportEventA… version of Visual Studio that I am using, amended the .def file accordingly, and it now works! JimSim Re: def function(): help 17 Years Ago by mruane … I tried to accomplish. So basically, if I define that def function1() has prompt1 == blue, then prompt1 = blue, not function1()? That… Re: def function(): help 17 Years Ago by Mouche … quite following you. Is this what you mean? [code=python] def function1(): prompt1 = "blue" return prompt1 color = function1() # color… Re: def function(): help 16 Years Ago by Ene Uran You use return: [code=python]def get_color(): color = raw_input("Enter the name of a color: ") # process it color = color.lower() return color pcolor = get_color() print pcolor [/code] def f () / loop question 12 Years Ago by zentechsupport … script. It is below I am trying to understand the def f() how to loop that short code over and over… on here for a while but still dont understand the def f(). I saw tons of examples of it used for… Re: def function not sitting right in code... 12 Years Ago by bigredaltoid …, but I am not sure how to approach it. [CODE]def percount(line): periods = 0 for char in line: if char… == '.': periods +=1 return periods def charcount(line): charnum = 0 for char in line: if char… def Functions and Variables 13 Years Ago by KrazyKitsune How do you use a variable originally from a def function? Re: def Functions and Variables 13 Years Ago by Enders_Game one way is to return it e.g. [CODE] def func(): variable = 3 return variable x = func() print(x) [/CODE] In this example, you call the function func() it does stuff and returns variable. variable is assigned to x.