Need advice for a RAG system
€30-250 EUR
Betales ved levering
Hello !
I need advices for a RAG system using LlamaIndex or Langchain using SelfRetrieval technique.
I'm wondering how to make queries on metadata with an array. Is it possible ?
Here is an example below :
cv_document = Document(
page_content="Highly skilled software developer with over 10 years of experience...",
metadata={
'name': 'john-doe',
'experiences':([
{
'company': 'company-a',
'role': 'software-engineer',
'years': 3,
'location': 'usa',
'skills': ['python', 'django', 'flask'],
'keywords': ['web-development', 'backend', 'apis']
},
{
'company': 'company-b',
'role': 'senior-developer',
'years': 2,
'location': 'canada',
'skills': ['machine-learning', 'data-analysis', 'python'],
'keywords': ['ai', 'data-pipelines', 'ml-models']
}
]),
'education': [
{'institution': 'university-x', 'degree': 'bsc-computer-science', 'year': 2015},
{'institution': 'university-y', 'degree': 'msc-software-engineering', 'year': 2017}
]
}
)
Answer with GOLD at the beginning of your answer to make sure that you read the problem.
Prosjekt-ID: #38302651
Om prosjektet
Tildelt til:
GOLD Hi, I went through your project details and understood your requirement to create a RAG system using Langchain to retrieve the data from the JSON file (the example you have provided). With ver 3+ years of exper Mer
29 frilansere byr i gjennomsnitt €199 for denne jobben
I am an expert in RAG systems and have extensive experience with LlamaIndex and Langchain, utilizing the SelfRetrieval technique. I can provide guidance on making metadata queries with arrays such as in the example pro Mer
Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are look Mer
Pitch: GOLD As a seasoned software developer and data scientist with a strong educational background, I bring a unique set of skills to the table. Having successfully employed LLama-style index systems like LlamaIndex Mer
GOLD Hello! I possess comprehensive expertise in implementing advanced RAG systems using LlamaIndex and Langchain. Based on your requirements, I can provide detailed guidance on executing metadata queries involving a Mer
Hello Sir! GOLD As senior Python developer, I am interested in your project. I feel I can do for you. I hope your kind contact for more discuss with project. Thanks. Van Huy
GOLD: If I have understood your proposal correctly, you want to query vector database metadata based on multiple attributes from an array. This can be achieved, I will discuss my proposal in chat. I can deliver a work Mer
Greetings. I have 3 questions. - Could you provide more details on the specific metadata queries you need to perform, especially those involving arrays? - Are there any particular constraints or preferences regarding Mer
GOLD Working with metadata structures and queries are some of my core competencies within Python. With my specialization in Python and Data Science projects, I'm well-acquainted with manipulating complex data structure Mer
GOLD Hi! How are you doing? I am an experienced in LlamaIndex, Langchain, and SelfRetrieval technique with over 10 years of experience in software development. I have successfully completed similar projects involving c Mer
Hey Nans N., ✔ I READ YOUR PROJECT VERY CAREFULLY ✔ I have strong experience in GenAI, LangChain and Python My Tech skills make me VERY Confident for your project. Can we discuss project in details? I will share my pr Mer
❤️Hi Nans N.❤️ Thank you for your suggestion. *** A few weeks ago, I finished very similar project with yours. I believe my skills and experience to make me a strong candidate for this project. In addition, I'm very p Mer
Hi Dear. I will take this project very seriously. With extensive experience in GenAI, Python and LangChain, I understand exactly what you want and am confident that I can handle this project perfectly. I guarantee my c Mer
❤️❤️ Hello Nans N. ❤️❤️ Thank you for considering my bid. After carefully reviewing your project description, I am confident that I can complete your project-Need advice for a RAG system within the given time frame. I Mer
