Retrieval-Augemented Generation Jobs

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 Debu...

Wir suchen ab sofort einen/eine Large Language Model Specialist/in in Vollzeit/Teilzeit zur Unterstützung in aktuell bestehenden Projekten. Eine Anstellung ist flexibel möglich als Freelancer oder einem bis Projektende befristetem Angestelltenverhältnis (mit Möglichkeit auf langfristige Übernahme). Wir suchen ab sofort jemanden mit praktischer Erfahrung zum Thema Retrieval Augmented Generation (RAG), Natural Language Processing (NLP) und der Implementation von Chatbots auf einer deutschsprachigen Datenbasis. Wir benötigen insbesondere Unterstützung bei der Optimierung funktionaler Prototypen, die in den nächsten Monaten in Produktions- und Testumgebungen gebracht werden sollen. Aufgaben - Optimierung des Document Retrieval Prozesses für einen ...

Key Features: - The system should be adept at conducting specific statute searches. - It should be able to handle a wide array of federal legal documents. Ideal Skills and Experience: - Proficiency in AI and RAG systems. - Prior experience in legal tech is a plus. - Strong programming skills.

We're a Legal AI platform in search of a Pinecone specialist. Your role will be to thoroughly analyze our current data retrieval setup, pinpoint areas for enhancement, and deploy effective strategies to boost our retrieval precision. Key Duties: - Evaluate our existing data retrieval processes. - Identify shortcomings, particularly regarding the accuracy of our results. - Implement strategies to enhance retrieval precision, focusing on achieving optimal precision and recall rates. Requirements: - Proven experience with Pinecone. - Strong understanding of vector databases. - Ability to tackle indexing limitations efficiently. - Previous work in AI or legal tech is a plus. Your expertise will allow us to utilize our resources more effectively and provide our users with fast, accurate...