Pinecone
Pinecone
Pinecone

Building a Slack Bot Using ChatGPT Retrieval Plugin

2023-08-05

Building a Slack Bot Using ChatGPT Retrieval Plugin

This article introduces the process of building a Slack Bot that responds in the style of ChatGPT, based on custom information using the ChatGPT Retrieval Plugin. The system will be built on Google Cloud.

Machine Learning
Machine Learning
NLP
NLP
LLM
LLM
Vector Database
Vector Database
Pinecone
Pinecone
OpenAI
OpenAI
ChatGPT
ChatGPT
FastAPI
FastAPI
Google Cloud
Google Cloud
Cloud Run
Cloud Run
Cloud Functions
Cloud Functions
Slack
Slack
Selective Metadata Indexing in Pinecone

2023-06-18

Selective Metadata Indexing in Pinecone

This article explains how to configure Pinecone to index specific metadata fields, optimizing memory usage.

Vector Database
Vector Database
Pinecone
Pinecone
Differentiating Between Upsert and Update in Pinecone

2023-06-14

Differentiating Between Upsert and Update in Pinecone

This article explains the distinction between the upsert and update APIs for vector data updates in Pinecone.

Vector Database
Vector Database
Pinecone
Pinecone
Pinecone Sparse-Dense Vectors

2023-06-11

Pinecone Sparse-Dense Vectors

This article introduces the concept of Pinecone Sparse-Dense Vectors, a unique feature of the Pinecone vector database that combines the strengths of semantic and keyword search for enhanced search results.

Vector Database
Vector Database
Pinecone
Pinecone
Metadata in Pinecone

2023-05-15

Metadata in Pinecone

This article discusses the topic of filtering vectors with metadata in Pinecone, allowing you to attach key-value pairs to vectors and perform queries based on filter expressions, resulting in improved search latency and precise retrieval of nearest-neighbor results that match the filters.

Vector Database
Vector Database
Pinecone
Pinecone
How to Choose Right Pod Type and Size in pinecone

2023-05-05

How to Choose Right Pod Type and Size in pinecone

This article provides an introductory understanding of pod selection in Pinecone, explaining the concept of pods, their types, sizes, and how they impact the performance of your service.

Vector Database
Vector Database
Pinecone
Pinecone
Setting up Pinecone Indexes from Console

2023-05-03

Setting up Pinecone Indexes from Console

This article provides a step-by-step guide on how to set up Pinecone indexes.

Vector Database
Vector Database
Pinecone
Pinecone
Pinecone

2023-05-02

Pinecone

This article provides an overview of Pinecone, a cloud-native vector database tailored for high-performance machine learning applications.

Vector Database
Vector Database
Pinecone
Pinecone