Phidata

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Phidata is a framework for building **AI Assistants** with memory, knowledge and tools.

Introduction

What is phidata?

Phidata is a framework for building AI Assistants with memory, knowledge and tools.

Basics

Instructions (Prompts)

Tools

Knowledge

Memory

Storage

Structured Output

Teams

OpenAI

OpenAI Like

Ollama

AWS Bedrock Claude

Together

Anyscale

Fireworks

Mistral

Groq

Gemini - AI Studio

Gemini - Vertex AI

Azure

Anthropic Claude

Cohere

Functions

Toolkits

Writing your own Toolkit

Arxiv

Apify

Composio

DuckDb

DuckDuckGo

Email

File

Newspaper4k

OpenBBTools

Pubmed

Resend

Serpapi

Shell

Spider

Tavily

Wikipedia

Website

Yfinance

Youtube

Zendesk

PDF Knowledge Base

PDF Urls

PDF URL Knowledge Base

Text

Text Knowledge Base

Docx

Docx Knowledge Base

JSON

JSON Knowledge Base

Website Knowledge Base

Wikipedia KnowledgeBase

ArXiv

ArXiv Knowledge Base

Combined

Combined KnowledgeBase

LangChain

LangChain Knowledge Base

Manual

Load Knowledge Base manually

PgVector

SingleStore

Pinecone

Postgres

Postgres Assistant Storage

SingleStore Assistant Storage

OpenAI Embedder

Ollama Embedder

Voyage AI

Voyage AI Embedder

Azure OpenAI

Azure OpenAI Embedder

Mistral Embedder

Fireworks Embedder

Together Embedder

Anyscale Embedder

Cookbook

Basic Assistant

RAG Assistant

Autonomous Assistant

PDF Assistant with Storage

Hackernews Assistant

LangChain Retriever

Python Assistant

Data Analyst

Vision Assistant

Research Team

Journalist Team

Investment Team

Hackernews Team

Sql Assistant

World Building

ArXiv Research Assistant

Enhance your Phidata agents with Portkey for reliability, efficiency, and advanced features

Portkey

Claude

Gemini

Hermes2

Install & Upgrade

Run locally

LLM OS

Run on AWS

Build an AI App

Build an AI API

Build a Streamlit App

Build a Web App using Django

Development Application

Production Application

Install & Setup

Add Secrets

Environment variables

Database Tables

CI/CD

Custom Domain & HTTPS

Use Custom Domain and HTTPS

SSH Access

Workspace Settings

Create Git Repo

Add New Users

Setup workspace for new users

Format & Validate

Settings

Resources

Workspace Resources

Examples

Features

Docker

Container

AWS Resources

Assistant

Python

PythonAssistant

DuckDb Assistant

Base

LLM Base

AWS Bedrock

Aws Bedrock

PostgreSQL

PostgreSQL Assistant Storage

Sqlite

Sqlite Assistant Storage

Single Store

Single Store Assistant Storage

AssistantKnowledge

Arxiv KnowledgeBase

Docx KnowledgeBase

JSON KnowledgeBase

LangChain KnowledgeBase

PDF KnowledgeBase

PDF Url

PDF Url KnowledgeBase

Text KnowledgeBase

Website KnowledgeBase

PgVector2

Qdrant

LanceDb

phi init

phi auth

phi start

phi stop

phi patch

phi restart

phi config

phi set

phi reset

phi ws create

phi ws up

phi ws down

phi ws patch

phi ws restart

phi ws config

phi ws delete

phi ws setup

Docker Connection Error

Could Not Connect To Docker

Environment Variables Setup

Setting Environment Variables

Getting Started

Documentation

Examples

How To

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