Pokemon API and Database w/ Postgres Vector DB Extension
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Updated
Apr 23, 2023 - Python
Pokemon API and Database w/ Postgres Vector DB Extension
Knowledge base Q&A program using LangChain for retrieval-augmented prompting and PGVector as vector store.
Document search and inference with GPT, Huggingface and Sentence Transformers.
CLI Voice Assistant GPT (pgvector, AWS polly, whisper)
An Abstraction Using a similar API to Pinecone but implemented with pgvector python
Load Terms of Service and Privacy Policies into vectordb, semantic search, and question answering.
E-commerce fashion assistant with Chatgpt, Hugging Face, Ltree and Pgvector.
Using Doc2Vec, Langchain and OpenAI to chat with Natserract blog https://engineering-natserract.vercel.app/
Database migration from local to aws cloud using alembic.
docker compose setup w/ postgis, pgvector, and govgis_nov2023-slim-spatial
Semantic Search by embedding and vector db
An application that enable the users to upload PDF files and ask questions regarding their content using Retrieval Augmented Generation (RAG)
Question Answering application with Large Language Models (LLMs) and Amazon Aurora Postgresql using pgvector
mini search system with Sentence BERT and Vector Database
Generative AI demos, an example of a langchain based application that implements Retrieval-Augmented-Generation for an enhanced generation. It uses OpenAI model and OpenAI function tool agent. Able to run Ollama Mistral local LLM too.
Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)
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