Pinecone Vector Store Optimization Specialist

Mở Đã đăng vào hôm qua Thanh toán khi bàn giao Kết thúc vào 5 ngày
Mở Thanh toán khi bàn giao Kết thúc vào 5 ngày

Pinecone Vector Store Optimization Specialist for RAG System

Job Description:

We are seeking a skilled freelancer to optimize our Pinecone vector store for an existing RAG (Retrieval-Augmented Generation) system integrated with GPT-4, Superbase, and LangChain. The system functions like a chatbot, and your role will be to enhance retrieval accuracy, query performance, and metadata management.

Responsibilities:

1. Optimize Pinecone Vector Store:

• Improve index configurations (dimensionality, similarity metrics).

• Implement metadata tagging for refined search results.

2. Enhance RAG Pipeline:

• Tune retrieval workflows between Pinecone and GPT-4 using LangChain.

• Experiment with hybrid search (semantic + keyword-based) for better relevance.

3. Monitor and Debug Performance:

• Analyze query patterns and improve vector indexing.

• Use tools like Atlas or scripts to detect embedding drift and enhance performance.

Skills Required:

• Pinecone expertise (indexing, metadata, query optimization).

• Familiarity with OpenAI APIs and embedding models (text-embedding-ada-002).

• Proficiency in Python (pinecone-client, langchain, openai).

• Experience with RAG pipelines and chatbot integrations.

What We Provide:

• An existing RAG system with Pinecone, GPT-4, and Superbase.

• Clear goals for optimization and ongoing support from our technical team.

How to Apply:

Please include:

• A brief summary of your experience with vector stores or Pinecone.

• Any past projects related to RAG, GPT-4, or similar systems.

• Your approach to improving vector store efficiency and retrieval relevance.

Retrieval-Augemented Generation Lập trình cơ sở dữ liệu Natural Language Processing Python Database Design

ID dự án: #38924607

Về dự án

116 đề xuất Đang mở để chào giá Dự án từ xa 13 giờ trước đang mở

116 freelancer chào giá trung bình$1098 cho công việc này

LiveExperts

Hi there,I'm biddin on your project "Pinecone Vector Store Optimization Specialist" I have read your project description and i'm an expert in Python and machine learning therefore i can do this project for you perfectl Thêm

$1500 USD trong 1 ngày
(32 Nhận xét)
7.2
ZohaibRoy

✅❇️ Hello jse4! I hope you're doing great today! I’ve carefully reviewed your project requirements and noticed that you’re looking for a Pinecone Vector Store Optimization Specialist for your existing RAG system integ Thêm

$850 USD trong 2 ngày
(73 Nhận xét)
7.0
gowrilakshmi2322

As an AI engineer focused on building efficient systems, I've dedicated my career to optimizing complex workflows just like your Pinecone vector store. With in-depth expertise in Pinecone, OpenAI APIs and embedding mod Thêm

$1125 USD trong 7 ngày
(33 Nhận xét)
6.5
ahmadayaz

Hi As someone who has spent the past decade tackling complex project challenges, I am confident that my skills and experience make me exceptionally suited to optimize your Pinecone vector store for the RAG system. My p Thêm

$1125 USD trong 7 ngày
(7 Nhận xét)
6.4
OutsourceMan

⭐⭐⭐⭐⭐ CnELIndia and Raman Ladhani can significantly contribute to optimizing your Pinecone vector store and enhancing your RAG system by following a structured approach: Pinecone Optimization: We will fine-tune index c Thêm

$1125 USD trong 7 ngày
(12 Nhận xét)
5.9
Feriver

I am excited to assist with your Pinecone Vector Store optimization project, focusing on delivering a seamless, efficient, and high-quality solution tailored to your needs. My expertise will ensure that all requirement Thêm

$1500 USD trong 11 ngày
(31 Nhận xét)
5.4
Isoropisths

Hello, With my decade-long experience in Full-Stack Development and AI integration, including machine learning and data analytics, I humbly offer my services as your Pinecone Vector Store Optimization Specialist. I'm Thêm

$999 USD trong 11 ngày
(5 Nhận xét)
5.3
ashrafsbai6655

Hi there, I checked your requirements and guarantee you that i have relevant experience in Python,ml and data science it's gonna be done within the highest quality . Let's contact via chat so that I can start work imme Thêm

$1120 USD trong 1 ngày
(38 Nhận xét)
5.6
kazemmojtama

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s Thêm

$1125 USD trong 7 ngày
(6 Nhận xét)
5.4
abhisaini0188

As an accomplished full-stack developer, I bring a diverse skill set to your project that extends beyond the Back-end development realm. My understanding of Python's applications in optimizing performance and improving Thêm

$1500 USD trong 7 ngày
(6 Nhận xét)
5.3
snbhanja

Hi, I can optimize your Pinecone vector store to make your RAG system faster and more accurate. - I knpw hpw to tune the paratmeters for RAG, like what should be chunking size, whether to use hybrid search or not, Thêm

$750 USD trong 7 ngày
(19 Nhận xét)
5.2
SmailYASSINE

Hello, with my experience at IBM, where I developed advanced AI solutions and optimized data pipelines for global clients, I am well-versed in optimizing RAG systems and working with vector stores like Pinecone, Chroma Thêm

$1500 USD trong 15 ngày
(7 Nhận xét)
4.7
djsmoothy

As a seasoned full-stack developer, I have significant experience in optimizing software systems for enhanced performance and efficiency -- an essential skill for your Pinecone vector store optimization project. I have Thêm

$1500 USD trong 7 ngày
(1 Nhận xét)
4.4
akkiwadhwa1995

With over 5 years of senior developer experience, I bring a wealth of expertise to the table. Proficient in backend development using Python and R, I'm well-equipped to create robust platforms. My database management s Thêm

$1125 USD trong 7 ngày
(16 Nhận xét)
4.4
redstone2409

We specialize in providing innovative development solutions, and we’re excited to help optimize your Pinecone vector store for the existing RAG system integrated with GPT-4, Superbase, and LangChain. Our approach will Thêm

$1500 USD trong 7 ngày
(2 Nhận xét)
3.6
kursv526

Hello! I am interested in Pinecone Vector Store Optimization Specialist. With 7+ years experience in software development, I have 100+ successful projects built and 60+ happy clients. From my rich experience and deep k Thêm

$990 USD trong 7 ngày
(2 Nhận xét)
3.6
Mrenat1

As an experienced Full Stack Developer with a specialization in AI Chatbot Development, I believe my skills and expertise would be an excellent fit for your Pinecone Vector Store Optimization project. My proficiency in Thêm

$1000 USD trong 7 ngày
(2 Nhận xét)
3.3
leotung1104

Hi I am Leo Yeung from Hong Kong who has over 8 years of experience in Software development. I'm really pumped about this opportunity! I have checked your job description for Pinecone Vector Store Optimization Speci Thêm

$1200 USD trong 10 ngày
(1 Nhận xét)
3.2
maryam951

Hello jse4, I am Maryam Abbas, a Python expert with 4 years of experience. I have carefully reviewed the project requirements and am confident in optimizing the Pinecone vector store for your RAG system. My approach i Thêm

$750 USD trong 10 ngày
(3 Nhận xét)
3.3
vasylt4

Dear, Client. I was excited to see the opportunity to optimize your Pinecone vector store for the existing RAG system with GPT-4, as I have extensive experience with AI-driven applications and data retrieval systems. Thêm

$750 USD trong 3 ngày
(2 Nhận xét)
2.8