Startups (seed to series c) working on chatbots, summarizers, rag models, recommendation engines, and related technologies

Seekr Technologies matches the query because it is working on Retrieval-Augmented Generation (RAG) models through its SeekrGenerate product, which pairs LLMs with RAG for personalized customer experiences. Additionally, SeekrGenerate helps create chatbots, which is another criterion in the query. However, there is no specific information about the company's funding stage (seed to Series C), text summarizers, or recommendation engines. Despite this, the company is working on related technologies to chatbots and RAG models.

Pyq AI is a startup in the seed to Series C funding stage (Y-Combinator batch W23) and works on several related technologies including chatbots, text summarizers, RAG models, and recommendation engines. Specifically, they offer products like PYQ Initium for Document Q&A powered by RAG, Website Summarizer for analyzing complex websites, and other AI solutions that align with the query criteria.

Fractional AI matches the query because it is a startup working on chatbots, text summarizers, RAG models, recommendation engines, and related technologies. Specifically, they have developed an AI chatbot for personalized learning recommendations using RAG and have partnered with Superintelligent for this purpose. They also work on complex workflow automation and customer support automation, which are related technologies.

Abacus.AI is a startup that offers a variety of AI products and services, including chatbots, text summarizers, recommendation engines, and related technologies. They provide solutions such as AI agents, LLM Ops services, and personalized recommendations, which align with the query's criteria. Additionally, they are likely in the seed to Series C funding stage given their extensive product offerings and focus on generative AI and neural net techniques.

Got It AI matches the query because it is a startup that offers products and technologies related to chatbots, summarizers, RAG models, and recommendation engines. Specifically, Got It AI has developed CX Autopilot, a customer service chatbot, and AutoRAG, an advanced RAG platform for knowledge-driven chatbots. Additionally, the company focuses on generative AI with guardrails, which is related to the technologies mentioned in the query. The company is also in the seed to Series C funding stage.

GradientJ is a startup in the seed to Series C funding stage (Y Combinator W23 batch) and works on chatbots, text summarizers (smart data extraction from unstructured text), and related technologies such as Generative AI, NLP, and AI. The company also supports the creation of chatbots in Human Resources and helps deploy large language models at scale.

Forethought matches the query because it is a startup in the Series C funding stage and works on related technologies such as generative AI for automating customer service responses, understanding customer intent, and recommending customer service workflows. These technologies are closely related to chatbots, summarizers, and recommendation engines.

Qdrant is a startup that has recently announced a $28M Series A funding round, which places it within the seed to Series C funding stage. The company works on vector similarity search technology, which is related to recommendation engines and Retrieval-Augmented Generation (RAG) models. Specific evidence includes articles and blog posts authored by Qdrant employees discussing the use of Qdrant for building recommendation engines, RAG-based chatbots, and neural search services. Therefore, Qdrant matches the query criteria for being a startup in the seed to Series C stage and working on related technologies such as recommendation engines and RAG models.

AI21 Labs matches the query because it is a startup in the Series C funding stage and works on several relevant technologies. Specifically, AI21 Labs is involved in text summarizers (Summarize API), Retrieval-Augmented Generation (RAG Engine), and related technologies such as Task-Specific Models for paraphrasing, text improvements, and grammatical error corrections. However, there is no specific evidence that AI21 Labs is working on chatbots or recommendation engines.