Custom GPT Model for Advanced Heat Planning
€6-12 EUR / hora
Title: Development of a Custom GPT Model for Municipal Heat Planning Based on PDF Data
Description:
We are seeking an experienced developer or team to create a GPT-based model specifically tailored to extract and process information from 100 PDFs (approximately 100 pages each, mostly reports related to municipal heat planning). The goal is to retrieve relevant information efficiently and provide precise, data-driven answers to targeted queries.
Requirements:
Data Extraction:
Extract text, tables, and relevant content from the PDFs.
Clean and structure the extracted data (e.g., JSON, CSV, or a database format).
Integration and Processing:
Convert data into embeddings using tools like LangChain, Pinecone, FAISS, or similar solutions.
Integrate the database with a GPT model for seamless interaction.
Model Customization:
Fine-tune an existing GPT model (e.g., GPT-4 or LLaMA) using the processed data.
Ensure the model can respond accurately to domain-specific questions (e.g., “What technologies are suitable for municipal heating networks?”).
Deployment:
Develop a user-friendly interface (e.g., a web application using Streamlit or Gradio).
Provide options for integrating the solution into existing systems.
Additional Requirements:
Compliance with data privacy and security standards.
Documentation of the solution and transfer for internal use.
Expected Deliverables:
A fully functional GPT model capable of providing precise answers related to municipal heat planning.
A web-based interface for inputting questions and displaying results.
Prerequisites:
Proven experience with NLP, AI models, and databases.
Expertise in PDF data extraction and processing.
Familiarity with tools like OpenAI API, LangChain, or similar frameworks.
Timeline:
The project must be completed within 6-8 weeks. A prototype should be available after 4 weeks.
Budget:
Please provide a detailed cost estimate based on your experience and the scope of the project.
Contact:
Include examples of similar projects you have worked on and a brief description of your approach.
The extracted data should be cleaned and structured in JSON format. The GPT model should have moderate accuracy tailored to specific needs. Basic query input for specific queries related to the team's data. End-users will have access to basic query input for targeted information retrieval. JSON The web interface should include basic input fields for user queries. The web interface should include data visualization tools such as charts and graphs for better analysis. The web interface should include advanced query filters for precise data extraction. The GPT model should generate detailed summary reports based on user queries. Advanced query filters to enable precise and efficient searches within the data.
Nº del proyecto: #38874471
Sobre el proyecto
22 freelancers están ofertando un promedio de €10 / hora por este trabajo
Hello! I can help develop a custom GPT model tailored to extract and process information from your PDFs, ensuring efficient retrieval and precise, data-driven answers to your queries. I’ll integrate the extracted data Más
Hello Tetsuori, I understand you're looking for a developer to create a custom GPT model designed for extracting and processing data from 100 PDFs relating to municipal heat planning. My approach will focus on efficie Más
Hello sir, Thanks for the details. I'm working with freelancer.com on training AI model currently and I've some experience with it. Also, the last project I did had some commons with this project and it was a great exp Más
Guten Morgen I am an experienced data scientist and machine learning engineer with over years of experience in developing and deploying custom NLP models, particularly those focused on information extraction from un Más
Hello Tetsuori, We are Codenia Technologies LLP, with over 10 years of Excel experience. We have carefully reviewed your project requirements for developing a Custom GPT Model for Municipal Heat Planning based on PDF Más
Hello! We specialize in creating custom GPT solutions tailored to unique needs. Here’s how we can help: - Data Extraction: Extract, clean, and structure data from your 100 PDFs into JSON, ensuring it's ready for sea Más
Dear Client, I am excited to submit my bid for the development of a custom GPT model for municipal heat planning. With extensive experience in NLP, AI models, and PDF data extraction, I can help you efficiently extrac Más
i am good at speaking as well as writing i am well enough of doing this job because my typing skill is comparatively good
I believe I am the best candidate for the data entry position because of my ability to work with detail, efficiency, and high accuracy. I have strong typing speed and experience using various software such as Microsoft Más
With over 2 years of experience in data entry and management, I am well-equipped to handle your project. My expertise spans across various domains, including PDF data handling, data extraction, and processing. I posses Más
Hello, I'm Tasya My proposal is to offer professional advice to suit your wishes on official correspondence. Professionals who focus on documentation and formal administration, such as legal administrative staff, docum Más
