console based game based on a llm
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Updated
Oct 29, 2023 - Python
console based game based on a llm
RAG-based Streamlit app that uses Langchain, OpenAI Embeddings, GPT, and Pinecone Vector Database to answer questions about a user-provided document
Retrieval Augmented Generation Example with SemaDB
AI semantic search for discord channels
"if-then-else" over topics made up of free-form sentences. Build conversations, not LLM chains!
NoSQL project
Building and Deploying LLM models
RAG (Retrieval Augmented Generation) and vector search to translate natural language into SQL queries for PostgreSQL databases.
Elasticsearch demo of naive RAG
Comparative analysis of Weaviate and Milvus vector databases using a dataset of over 1K resumes. Includes build time, search time, and throughput benchmarks with varying data and query loads.
A list of projects to play and get familiar with Large-language models
Cognitive AI application that help users with any need
A prototype chatbot that utilizes a Large Language Model (LLM) to respond to user queries based on domain-specific custom knowledge; in this case, consumer finance escrow regulations.
Chatbot using Langchain and Gemini-pro
A chatbot powered by a vector database containing all US supreme court cases
Utilizing Redis Vector Similarity Search, this demo project streamlines expense categorization from bank transactions. The approach harnesses pre-trained models, sidestepping the need for finetuning. This ensures efficient, accurate expense categorization without complex model adjustments
An example of Named-entity Recognition and relation mapping using an LLM and Vector Database. Also includes a Branching Hybrid-Search Chatbot to utilize extracted relations.
Simple conversational agent with LLM and RAG
ARS: Article Retrieval System
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